{
  "schemaVersion": 1,
  "generatedAt": "2026-07-28T07:10:13.023Z",
  "asOf": "2026-07-28",
  "series": [
    {
      "id": "a100-80gb__class-hyperscaler__on-demand__floor",
      "gpu": "A100 80GB",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Single accelerator; class aggregate",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "a100-80gb:GPU:on-demand"
    },
    {
      "id": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "gpu": "A100 80GB",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Single accelerator; class aggregate",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "a100-80gb:GPU:marketplace-variable"
    },
    {
      "id": "a100-80gb__class-specialist__on-demand__median",
      "gpu": "A100 80GB",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "a100-80gb:GPU:on-demand"
    },
    {
      "id": "a100-80gb__provider-coreweave__on-demand__77ff20f7",
      "gpu": "A100 80GB",
      "provider": "CoreWeave",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "a100-80gb:GPU:on-demand:coreweave:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "a100-80gb__provider-crusoe__on-demand__07ea6e3d",
      "gpu": "A100 80GB",
      "provider": "Crusoe",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "a100-80gb:GPU:on-demand:crusoe:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "a100-80gb__provider-hyperstack__on-demand__74bf51de",
      "gpu": "A100 80GB",
      "provider": "Hyperstack",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "a100-80gb:GPU:on-demand:hyperstack:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "a100-80gb__provider-lambda__on-demand__1f734227",
      "gpu": "A100 80GB",
      "provider": "Lambda",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "a100-80gb:GPU:on-demand:lambda:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "a100-80gb__provider-runpod__on-demand__ef3e3dd0",
      "gpu": "A100 80GB",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "a100-80gb:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__class-hyperscaler__on-demand__floor",
      "gpu": "B200",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "b200:GPU:on-demand"
    },
    {
      "id": "b200__class-hyperscaler__secondary-snapshot__floor",
      "gpu": "B200",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "b200:GPU:secondary-snapshot"
    },
    {
      "id": "b200__class-marketplace__marketplace-variable__floor",
      "gpu": "B200",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "b200:GPU:marketplace-variable"
    },
    {
      "id": "b200__class-specialist__on-demand__median",
      "gpu": "B200",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "b200:GPU:on-demand"
    },
    {
      "id": "b200__class-specialist__serverless__median",
      "gpu": "B200",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "serverless",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "b200:GPU:serverless"
    },
    {
      "id": "b200__provider-aws-p6__on-demand__2f68fc07",
      "gpu": "B200",
      "provider": "AWS (p6)",
      "sku": "p6-b200.48xlarge",
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within p6-b200.48xlarge (8× B200)",
      "region": "us-east-1 (US East, N. Virginia)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:aws-p6:p6-b200-48xlarge:us-east-1-us-east-n-virginia:provider-list"
    },
    {
      "id": "b200__provider-aws-p6__on-demand__a9a793bf",
      "gpu": "B200",
      "provider": "AWS (p6)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within p6-b200.48xlarge (8× B200)",
      "region": "us-east-1 (US East, N. Virginia)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:aws-p6:sku-unspecified:us-east-1-us-east-n-virginia:provider-list"
    },
    {
      "id": "b200__provider-coreweave__on-demand__b23c34f9",
      "gpu": "B200",
      "provider": "CoreWeave",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:coreweave:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-google-cloud-a4__secondary-snapshot__08e592c6",
      "gpu": "B200",
      "provider": "Google Cloud (A4)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:secondary-snapshot:google-cloud-a4:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "b200__provider-hyperstack__on-demand__a93d1df0",
      "gpu": "B200",
      "provider": "Hyperstack",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:hyperstack:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-lambda__on-demand__863ab59d",
      "gpu": "B200",
      "provider": "Lambda",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:lambda:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-modal__serverless__19f38a38",
      "gpu": "B200",
      "provider": "Modal",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "serverless",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:serverless:modal:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-nebius__on-demand__2533aada",
      "gpu": "B200",
      "provider": "Nebius",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:nebius:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-runpod__on-demand__ef8379ee",
      "gpu": "B200",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-together-ai__on-demand__0c6a094d",
      "gpu": "B200",
      "provider": "Together AI",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:on-demand:together-ai:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b200__provider-vast-ai__marketplace-variable__84a0c358",
      "gpu": "B200",
      "provider": "Vast.ai",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 11 verified on-demand asks (median $6.88)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:marketplace-variable:vast-ai:sku-unspecified:global-marketplace:marketplace-observation"
    },
    {
      "id": "b200__provider-vast-ai__marketplace-variable__922e8e3d",
      "gpu": "B200",
      "provider": "Vast.ai",
      "sku": "B200",
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 22 verified on-demand asks (median $5.94)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b200:GPU:marketplace-variable:vast-ai:b200:global-marketplace:marketplace-observation"
    },
    {
      "id": "b300__class-hyperscaler__capacity-block__floor",
      "gpu": "B300",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "capacity-block",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "b300:GPU:capacity-block"
    },
    {
      "id": "b300__class-marketplace__marketplace-variable__floor",
      "gpu": "B300",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "b300:GPU:marketplace-variable"
    },
    {
      "id": "b300__class-specialist__on-demand__median",
      "gpu": "B300",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "b300:GPU:on-demand"
    },
    {
      "id": "b300__provider-aws-p6-b300__capacity-block__b51011bf",
      "gpu": "B300",
      "provider": "AWS (p6-b300)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "capacity-block",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b300:GPU:capacity-block:aws-p6-b300:sku-unspecified:provider-or-marketplace-region-varies:capacity-block-list"
    },
    {
      "id": "b300__provider-nebius__on-demand__ed7fbc7b",
      "gpu": "B300",
      "provider": "Nebius",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b300:GPU:on-demand:nebius:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b300__provider-runpod__on-demand__25d03e8b",
      "gpu": "B300",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b300:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "b300__provider-vast-ai__marketplace-variable__0a887127",
      "gpu": "B300",
      "provider": "Vast.ai",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 10 verified on-demand asks (median $8.38)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "b300:GPU:marketplace-variable:vast-ai:sku-unspecified:global-marketplace:marketplace-observation"
    },
    {
      "id": "gb200-nvl72__class-hyperscaler__capacity-block__floor",
      "gpu": "GB200 NVL72",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "capacity-block",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "gb200-nvl72:GPU:capacity-block"
    },
    {
      "id": "gb200-nvl72__class-specialist__on-demand__median",
      "gpu": "GB200 NVL72",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "gb200-nvl72:GPU:on-demand"
    },
    {
      "id": "gb200-nvl72__provider-aws-u-p6e__capacity-block__61136f7a",
      "gpu": "GB200 NVL72",
      "provider": "AWS (u-p6e)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "capacity-block",
      "rateUnit": "GPU",
      "configuration": "Per GPU within an NVL72 rack",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "gb200-nvl72:GPU:capacity-block:aws-u-p6e:sku-unspecified:provider-or-marketplace-region-varies:capacity-block-list"
    },
    {
      "id": "gb200-nvl72__provider-coreweave__on-demand__b5e894da",
      "gpu": "GB200 NVL72",
      "provider": "CoreWeave",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within an NVL72 rack",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "gb200-nvl72:GPU:on-demand:coreweave:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__class-hyperscaler__on-demand__floor",
      "gpu": "H100",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "h100:GPU:on-demand"
    },
    {
      "id": "h100__class-hyperscaler__secondary-snapshot__floor",
      "gpu": "H100",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "h100:GPU:secondary-snapshot"
    },
    {
      "id": "h100__class-marketplace__marketplace-variable__floor",
      "gpu": "H100",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "h100:GPU:marketplace-variable"
    },
    {
      "id": "h100__class-specialist__on-demand__median",
      "gpu": "H100",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "h100:GPU:on-demand"
    },
    {
      "id": "h100__provider-aws-p5__on-demand__722a62bf",
      "gpu": "H100",
      "provider": "AWS (p5)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within p5.48xlarge (8× H100 SXM)",
      "region": "us-east-1 (US East, N. Virginia)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:aws-p5:sku-unspecified:us-east-1-us-east-n-virginia:provider-list"
    },
    {
      "id": "h100__provider-aws-p5__on-demand__757977f9",
      "gpu": "H100",
      "provider": "AWS (p5)",
      "sku": "p5.48xlarge",
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within p5.48xlarge (8× H100 SXM)",
      "region": "us-east-1 (US East, N. Virginia)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:aws-p5:p5-48xlarge:us-east-1-us-east-n-virginia:provider-list"
    },
    {
      "id": "h100__provider-azure-nd-v5__on-demand__17f1110a",
      "gpu": "H100",
      "provider": "Azure (ND v5)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within ND96isr H100 v5 (8× H100)",
      "region": "westus3 (cheapest US region)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:azure-nd-v5:sku-unspecified:westus3-cheapest-us-region:provider-list"
    },
    {
      "id": "h100__provider-azure-nd-v5__on-demand__54a4e60c",
      "gpu": "H100",
      "provider": "Azure (ND v5)",
      "sku": "Standard_ND96isr_H100_v5",
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within ND96isr H100 v5 (8× H100)",
      "region": "westus3 (cheapest US region)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:azure-nd-v5:standard-nd96isr-h100-v5:westus3-cheapest-us-region:provider-list"
    },
    {
      "id": "h100__provider-coreweave__on-demand__6b56080a",
      "gpu": "H100",
      "provider": "CoreWeave",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:coreweave:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-crusoe__on-demand__8a0edcee",
      "gpu": "H100",
      "provider": "Crusoe",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:crusoe:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-google-cloud-a3__secondary-snapshot__cea66066",
      "gpu": "H100",
      "provider": "Google Cloud (A3)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:secondary-snapshot:google-cloud-a3:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "h100__provider-hyperstack__on-demand__0eff0af5",
      "gpu": "H100",
      "provider": "Hyperstack",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:hyperstack:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-lambda__on-demand__0137c5e8",
      "gpu": "H100",
      "provider": "Lambda",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:lambda:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-nebius__on-demand__7633156b",
      "gpu": "H100",
      "provider": "Nebius",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:nebius:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-oracle-oci__secondary-snapshot__5f797938",
      "gpu": "H100",
      "provider": "Oracle OCI",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:secondary-snapshot:oracle-oci:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "h100__provider-runpod__on-demand__3affbc1b",
      "gpu": "H100",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-sf-compute__marketplace-variable__11a3e0ad",
      "gpu": "H100",
      "provider": "SF Compute",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:marketplace-variable:sf-compute:sku-unspecified:provider-or-marketplace-region-varies:marketplace-observation"
    },
    {
      "id": "h100__provider-together-ai__on-demand__6d1a8cbe",
      "gpu": "H100",
      "provider": "Together AI",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:together-ai:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h100__provider-vast-ai__marketplace-variable__4cbb0c64",
      "gpu": "H100",
      "provider": "Vast.ai",
      "sku": "H100 SXM",
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 17 verified on-demand asks (median $3.69)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:marketplace-variable:vast-ai:h100-sxm:global-marketplace:marketplace-observation"
    },
    {
      "id": "h100__provider-vast-ai__marketplace-variable__d21c8937",
      "gpu": "H100",
      "provider": "Vast.ai",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 18 verified on-demand asks (median $3.00)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:marketplace-variable:vast-ai:sku-unspecified:global-marketplace:marketplace-observation"
    },
    {
      "id": "h100__provider-voltage-park__on-demand__4a23f8b6",
      "gpu": "H100",
      "provider": "Voltage Park",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h100:GPU:on-demand:voltage-park:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h200__class-hyperscaler__on-demand__floor",
      "gpu": "H200",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "h200:GPU:on-demand"
    },
    {
      "id": "h200__class-marketplace__marketplace-variable__floor",
      "gpu": "H200",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "h200:GPU:marketplace-variable"
    },
    {
      "id": "h200__class-specialist__on-demand__median",
      "gpu": "H200",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "h200:GPU:on-demand"
    },
    {
      "id": "h200__class-specialist__secondary-snapshot__median",
      "gpu": "H200",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "h200:GPU:secondary-snapshot"
    },
    {
      "id": "h200__provider-aws-p5en__on-demand__23a0c696",
      "gpu": "H200",
      "provider": "AWS (p5en)",
      "sku": "p5en.48xlarge",
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within p5en.48xlarge (8× H200)",
      "region": "us-east-1 (US East, N. Virginia)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:aws-p5en:p5en-48xlarge:us-east-1-us-east-n-virginia:provider-list"
    },
    {
      "id": "h200__provider-aws-p5en__on-demand__c84e9d6b",
      "gpu": "H200",
      "provider": "AWS (p5en)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within p5en.48xlarge (8× H200)",
      "region": "us-east-1 (US East, N. Virginia)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:aws-p5en:sku-unspecified:us-east-1-us-east-n-virginia:provider-list"
    },
    {
      "id": "h200__provider-azure-nd-v5__on-demand__1215297d",
      "gpu": "H200",
      "provider": "Azure (ND v5)",
      "sku": "Standard_ND96isr_H200_v5",
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within ND96isr H200 v5 (8× H200)",
      "region": "westus2 (cheapest US region)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:azure-nd-v5:standard-nd96isr-h200-v5:westus2-cheapest-us-region:provider-list"
    },
    {
      "id": "h200__provider-azure-nd-v5__on-demand__d85906f4",
      "gpu": "H200",
      "provider": "Azure (ND v5)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU within ND96isr H200 v5 (8× H200)",
      "region": "westus2 (cheapest US region)",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:azure-nd-v5:sku-unspecified:westus2-cheapest-us-region:provider-list"
    },
    {
      "id": "h200__provider-coreweave__on-demand__051d985b",
      "gpu": "H200",
      "provider": "CoreWeave",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:coreweave:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h200__provider-crusoe__on-demand__41007af1",
      "gpu": "H200",
      "provider": "Crusoe",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:crusoe:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h200__provider-fluidstack__secondary-snapshot__608e104d",
      "gpu": "H200",
      "provider": "FluidStack",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:secondary-snapshot:fluidstack:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "h200__provider-hyperstack__on-demand__7f94b78a",
      "gpu": "H200",
      "provider": "Hyperstack",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:hyperstack:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h200__provider-nebius__on-demand__a663e978",
      "gpu": "H200",
      "provider": "Nebius",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:nebius:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h200__provider-runpod__on-demand__3e29a24c",
      "gpu": "H200",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "h200__provider-vast-ai__marketplace-variable__bbd017e1",
      "gpu": "H200",
      "provider": "Vast.ai",
      "sku": "H200",
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 5 verified on-demand asks (median $4.61)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:marketplace-variable:vast-ai:h200:global-marketplace:marketplace-observation"
    },
    {
      "id": "h200__provider-vast-ai__marketplace-variable__c4f92e16",
      "gpu": "H200",
      "provider": "Vast.ai",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 21 verified on-demand asks (median $4.08)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "h200:GPU:marketplace-variable:vast-ai:sku-unspecified:global-marketplace:marketplace-observation"
    },
    {
      "id": "l40s__class-specialist__on-demand__median",
      "gpu": "L40S",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "l40s:GPU:on-demand"
    },
    {
      "id": "l40s__provider-crusoe__on-demand__d6d57198",
      "gpu": "L40S",
      "provider": "Crusoe",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "l40s:GPU:on-demand:crusoe:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "l40s__provider-nebius__on-demand__36574219",
      "gpu": "L40S",
      "provider": "Nebius",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "l40s:GPU:on-demand:nebius:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "l40s__provider-runpod__on-demand__47233f69",
      "gpu": "L40S",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "l40s:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "mi300x__class-hyperscaler__secondary-snapshot__floor",
      "gpu": "MI300X",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "mi300x:GPU:secondary-snapshot"
    },
    {
      "id": "mi300x__class-specialist__on-demand__median",
      "gpu": "MI300X",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "mi300x:GPU:on-demand"
    },
    {
      "id": "mi300x__class-specialist__secondary-snapshot__median",
      "gpu": "MI300X",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "mi300x:GPU:secondary-snapshot"
    },
    {
      "id": "mi300x__provider-crusoe__on-demand__e8eba64c",
      "gpu": "MI300X",
      "provider": "Crusoe",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi300x:GPU:on-demand:crusoe:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "mi300x__provider-oracle-oci__secondary-snapshot__35374c52",
      "gpu": "MI300X",
      "provider": "Oracle OCI",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi300x:GPU:secondary-snapshot:oracle-oci:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "mi300x__provider-runpod__secondary-snapshot__78b86148",
      "gpu": "MI300X",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi300x:GPU:secondary-snapshot:runpod:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "mi300x__provider-vultr__secondary-snapshot__0623ffc5",
      "gpu": "MI300X",
      "provider": "Vultr",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi300x:GPU:secondary-snapshot:vultr:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "mi355x__class-hyperscaler__secondary-snapshot__floor",
      "gpu": "MI355X",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "mi355x:GPU:secondary-snapshot"
    },
    {
      "id": "mi355x__class-specialist__secondary-snapshot__median",
      "gpu": "MI355X",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "mi355x:GPU:secondary-snapshot"
    },
    {
      "id": "mi355x__provider-oracle-oci__secondary-snapshot__bd0fe508",
      "gpu": "MI355X",
      "provider": "Oracle OCI",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi355x:GPU:secondary-snapshot:oracle-oci:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "mi355x__provider-tensorwave__secondary-snapshot__8d991c8e",
      "gpu": "MI355X",
      "provider": "TensorWave",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi355x:GPU:secondary-snapshot:tensorwave:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "mi355x__provider-vultr__secondary-snapshot__a22b0f0b",
      "gpu": "MI355X",
      "provider": "Vultr",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "mi355x:GPU:secondary-snapshot:vultr:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "rtx-4090__class-marketplace__marketplace-variable__floor",
      "gpu": "RTX 4090",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "rtx-4090:GPU:marketplace-variable"
    },
    {
      "id": "rtx-4090__class-marketplace__secondary-snapshot__floor",
      "gpu": "RTX 4090",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "rtx-4090:GPU:secondary-snapshot"
    },
    {
      "id": "rtx-4090__class-specialist__on-demand__median",
      "gpu": "RTX 4090",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "rtx-4090:GPU:on-demand"
    },
    {
      "id": "rtx-4090__provider-runpod__on-demand__66fda8e2",
      "gpu": "RTX 4090",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-4090:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "rtx-4090__provider-salad__secondary-snapshot__6df76b8c",
      "gpu": "RTX 4090",
      "provider": "Salad",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-4090:GPU:secondary-snapshot:salad:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "rtx-4090__provider-vast-ai__marketplace-variable__517720f5",
      "gpu": "RTX 4090",
      "provider": "Vast.ai",
      "sku": "RTX 4090",
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 64 verified on-demand asks (median $0.35)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-4090:GPU:marketplace-variable:vast-ai:rtx-4090:global-marketplace:marketplace-observation"
    },
    {
      "id": "rtx-4090__provider-vast-ai__marketplace-variable__b71528cc",
      "gpu": "RTX 4090",
      "provider": "Vast.ai",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 64 verified on-demand asks (median $0.37)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-4090:GPU:marketplace-variable:vast-ai:sku-unspecified:global-marketplace:marketplace-observation"
    },
    {
      "id": "rtx-5090__class-marketplace__marketplace-variable__floor",
      "gpu": "RTX 5090",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "rtx-5090:GPU:marketplace-variable"
    },
    {
      "id": "rtx-5090__class-marketplace__secondary-snapshot__floor",
      "gpu": "RTX 5090",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "rtx-5090:GPU:secondary-snapshot"
    },
    {
      "id": "rtx-5090__class-specialist__on-demand__median",
      "gpu": "RTX 5090",
      "provider": null,
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "median",
      "scope": "class-aggregate",
      "comparableKey": "rtx-5090:GPU:on-demand"
    },
    {
      "id": "rtx-5090__provider-runpod__on-demand__00cd6d6d",
      "gpu": "RTX 5090",
      "provider": "RunPod",
      "sku": null,
      "providerClass": "specialist",
      "billingModel": "on-demand",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-5090:GPU:on-demand:runpod:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "rtx-5090__provider-salad__secondary-snapshot__1a205ba9",
      "gpu": "RTX 5090",
      "provider": "Salad",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-5090:GPU:secondary-snapshot:salad:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "rtx-5090__provider-vast-ai__marketplace-variable__311ee51d",
      "gpu": "RTX 5090",
      "provider": "Vast.ai",
      "sku": "RTX 5090",
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 64 verified on-demand asks (median $0.47)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-5090:GPU:marketplace-variable:vast-ai:rtx-5090:global-marketplace:marketplace-observation"
    },
    {
      "id": "rtx-5090__provider-vast-ai__marketplace-variable__b80571b1",
      "gpu": "RTX 5090",
      "provider": "Vast.ai",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "marketplace-variable",
      "rateUnit": "GPU",
      "configuration": "Per GPU; floor of 64 verified on-demand asks (median $0.46)",
      "region": "Global marketplace",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "rtx-5090:GPU:marketplace-variable:vast-ai:sku-unspecified:global-marketplace:marketplace-observation"
    },
    {
      "id": "tpu-v5e__class-hyperscaler__on-demand__floor",
      "gpu": "TPU v5e",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "chip",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "tpu-v5e:chip:on-demand"
    },
    {
      "id": "tpu-v5e__provider-google-cloud__on-demand__bb40389f",
      "gpu": "TPU v5e",
      "provider": "Google Cloud",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "chip",
      "configuration": "Per chip; provider topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "tpu-v5e:chip:on-demand:google-cloud:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "tpu-v5p__class-hyperscaler__secondary-snapshot__floor",
      "gpu": "TPU v5p",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "chip",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "tpu-v5p:chip:secondary-snapshot"
    },
    {
      "id": "tpu-v5p__provider-google-cloud__secondary-snapshot__f1b44a07",
      "gpu": "TPU v5p",
      "provider": "Google Cloud",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "secondary-snapshot",
      "rateUnit": "chip",
      "configuration": "Per chip; provider topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "tpu-v5p:chip:secondary-snapshot:google-cloud:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    },
    {
      "id": "tpu-v6e__class-hyperscaler__on-demand__floor",
      "gpu": "TPU v6e",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "chip",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "tpu-v6e:chip:on-demand"
    },
    {
      "id": "tpu-v6e__provider-google-cloud__on-demand__ae38cd10",
      "gpu": "TPU v6e",
      "provider": "Google Cloud",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "on-demand",
      "rateUnit": "chip",
      "configuration": "Per chip; provider topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "tpu-v6e:chip:on-demand:google-cloud:sku-unspecified:provider-or-marketplace-region-varies:provider-list"
    },
    {
      "id": "trainium2__class-hyperscaler__capacity-block__floor",
      "gpu": "Trainium2",
      "provider": null,
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "capacity-block",
      "rateUnit": "chip",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "trainium2:chip:capacity-block"
    },
    {
      "id": "trainium2__provider-aws-trn2__capacity-block__464537e9",
      "gpu": "Trainium2",
      "provider": "AWS (trn2)",
      "sku": null,
      "providerClass": "hyperscaler",
      "billingModel": "capacity-block",
      "rateUnit": "chip",
      "configuration": "Per chip; provider topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "trainium2:chip:capacity-block:aws-trn2:sku-unspecified:provider-or-marketplace-region-varies:capacity-block-list"
    },
    {
      "id": "v100__class-marketplace__secondary-snapshot__floor",
      "gpu": "V100",
      "provider": null,
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Daily class aggregate over comparable venue observations",
      "region": "Multi-region",
      "aggregation": "floor",
      "scope": "class-aggregate",
      "comparableKey": "v100:GPU:secondary-snapshot"
    },
    {
      "id": "v100__provider-market-average__secondary-snapshot__6b27a662",
      "gpu": "V100",
      "provider": "Market average",
      "sku": null,
      "providerClass": "marketplace",
      "billingModel": "secondary-snapshot",
      "rateUnit": "GPU",
      "configuration": "Per GPU; provider instance topology varies",
      "region": "Provider or marketplace region varies",
      "aggregation": "none",
      "scope": "provider-quote",
      "comparableKey": "v100:GPU:secondary-snapshot:market-average:sku-unspecified:provider-or-marketplace-region-varies:secondary-snapshot"
    }
  ],
  "points": [
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2021-03-31",
      "period": "2021Q1",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2021-03-31",
      "period": "2021Q1",
      "usdPerUnitHour": 2.75,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2021-09-30",
      "period": "2021Q3",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2021-09-30",
      "period": "2021Q3",
      "usdPerUnitHour": 1.9,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2021-09-30",
      "period": "2021Q3",
      "usdPerUnitHour": 2.5,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2022-03-31",
      "period": "2022Q1",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2022-03-31",
      "period": "2022Q1",
      "usdPerUnitHour": 1.6,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2022-03-31",
      "period": "2022Q1",
      "usdPerUnitHour": 2.21,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2022-09-30",
      "period": "2022Q3",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2022-09-30",
      "period": "2022Q3",
      "usdPerUnitHour": 1.4,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2022-09-30",
      "period": "2022Q3",
      "usdPerUnitHour": 1.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2023-03-31",
      "period": "2023Q1",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2023-03-31",
      "period": "2023Q1",
      "usdPerUnitHour": 1.25,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2023-03-31",
      "period": "2023Q1",
      "usdPerUnitHour": 1.89,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2023-09-30",
      "period": "2023Q3",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2023-09-30",
      "period": "2023Q3",
      "usdPerUnitHour": 1.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2023-09-30",
      "period": "2023Q3",
      "usdPerUnitHour": 1.79,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2023-09-30",
      "period": "2023Q3",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2023-09-30",
      "period": "2023Q3",
      "usdPerUnitHour": 5.5,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2023-09-30",
      "period": "2023Q3",
      "usdPerUnitHour": 4.76,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2023-12-31",
      "period": "2023Q4",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2023-12-31",
      "period": "2023Q4",
      "usdPerUnitHour": 4.5,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2023-12-31",
      "period": "2023Q4",
      "usdPerUnitHour": 4.25,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2024-03-31",
      "period": "2024Q1",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2024-03-31",
      "period": "2024Q1",
      "usdPerUnitHour": 1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2024-03-31",
      "period": "2024Q1",
      "usdPerUnitHour": 1.69,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2024-03-31",
      "period": "2024Q1",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2024-03-31",
      "period": "2024Q1",
      "usdPerUnitHour": 3.6,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2024-03-31",
      "period": "2024Q1",
      "usdPerUnitHour": 3.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2024-06-30",
      "period": "2024Q2",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2024-06-30",
      "period": "2024Q2",
      "usdPerUnitHour": 3,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2024-06-30",
      "period": "2024Q2",
      "usdPerUnitHour": 3.69,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 0.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 1.59,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 2.6,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 3.39,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2024-09-30",
      "period": "2024Q3",
      "usdPerUnitHour": 4.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2024-12-31",
      "period": "2024Q4",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2024-12-31",
      "period": "2024Q4",
      "usdPerUnitHour": 2.3,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2024-12-31",
      "period": "2024Q4",
      "usdPerUnitHour": 3.19,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2024-12-31",
      "period": "2024Q4",
      "usdPerUnitHour": 10.71,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2024-12-31",
      "period": "2024Q4",
      "usdPerUnitHour": 3.9,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2024-12-31",
      "period": "2024Q4",
      "usdPerUnitHour": 4.49,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 0.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 1.55,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 6.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 2.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 2.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 10.71,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 3.4,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2025-03-31",
      "period": "2025Q1",
      "usdPerUnitHour": 4.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 4.5,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 5.57,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 1.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 2.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 3.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2025-06-30",
      "period": "2025Q2",
      "usdPerUnitHour": 3.81,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 2.74,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 0.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 1.49,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 4.4,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 5.75,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 1.85,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 2.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 2.9,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2025-09-30",
      "period": "2025Q3",
      "usdPerUnitHour": 3.85,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 4.4,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 6.1,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 1.8,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 2.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 2.6,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2025-12-31",
      "period": "2025Q4",
      "usdPerUnitHour": 3.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 2.74,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 0.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 1.49,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 4.5,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 6.4,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 1.75,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 2.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 2.4,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2026-03-31",
      "period": "2026Q1",
      "usdPerUnitHour": 4.05,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-hyperscaler__on-demand__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 2.74,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-marketplace__marketplace-variable__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 0.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 1.49,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 4.69,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 6.67,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 1.74,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 2.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 2.3,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical marketplace survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly floor compiled from archived marketplace observations (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2026-06-30",
      "period": "2026Q2",
      "usdPerUnitHour": 4.11,
      "evidenceStatus": "estimated",
      "evidenceKind": "compiled-estimate",
      "sourceLabel": "Historical provider-price survey synthesis",
      "sourceUrl": null,
      "observedAt": null,
      "estimateReason": "Indicative quarterly midpoint compiled from archived provider pages and launch-era surveys (±15%).",
      "qualityStatus": "estimated",
      "methodologyVersion": "legacy-quarterly-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.3,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 5 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__provider-coreweave__on-demand__77ff20f7",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.7,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "CoreWeave pricing",
      "sourceUrl": "https://www.coreweave.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__provider-crusoe__on-demand__07ea6e3d",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.3,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Crusoe Cloud pricing",
      "sourceUrl": "https://www.crusoe.ai/cloud/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__provider-hyperstack__on-demand__74bf51de",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.35,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Hyperstack GPU pricing",
      "sourceUrl": "https://www.hyperstack.cloud/gpu-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__provider-lambda__on-demand__1f734227",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.79,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Lambda GPU Cloud pricing",
      "sourceUrl": "https://lambda.ai/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "a100-80gb__provider-runpod__on-demand__ef3e3dd0",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.49,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 16.11,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6.92,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 6 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-specialist__serverless__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6.25,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-coreweave__on-demand__b23c34f9",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 8.6,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "CoreWeave pricing",
      "sourceUrl": "https://www.coreweave.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-google-cloud-a4__secondary-snapshot__08e592c6",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 16.11,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-hyperstack__on-demand__a93d1df0",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Hyperstack GPU pricing",
      "sourceUrl": "https://www.hyperstack.cloud/gpu-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-lambda__on-demand__863ab59d",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6.69,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Lambda GPU Cloud pricing",
      "sourceUrl": "https://lambda.ai/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-modal__serverless__19f38a38",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6.25,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Modal pricing",
      "sourceUrl": "https://modal.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-nebius__on-demand__2533aada",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 7.15,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Nebius AI pricing",
      "sourceUrl": "https://nebius.com/prices",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-runpod__on-demand__ef8379ee",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 5.89,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-together-ai__on-demand__0c6a094d",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 8.19,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Together AI pricing",
      "sourceUrl": "https://www.together.ai/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__class-hyperscaler__capacity-block__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 11.7,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 7.62,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__provider-aws-p6-b300__capacity-block__b51011bf",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 11.7,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__provider-nebius__on-demand__ed7fbc7b",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 7.85,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Nebius AI pricing",
      "sourceUrl": "https://nebius.com/prices",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__provider-runpod__on-demand__25d03e8b",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 7.39,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "gb200-nvl72__class-hyperscaler__capacity-block__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10.58,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "gb200-nvl72__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10.5,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "gb200-nvl72__provider-aws-u-p6e__capacity-block__61136f7a",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10.58,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "gb200-nvl72__provider-coreweave__on-demand__b5e894da",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10.5,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "CoreWeave pricing",
      "sourceUrl": "https://www.coreweave.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 2 estimated source observations.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.04,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.875,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 8 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-coreweave__on-demand__6b56080a",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6.16,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "CoreWeave pricing",
      "sourceUrl": "https://www.coreweave.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-crusoe__on-demand__8a0edcee",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.9,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Crusoe Cloud pricing",
      "sourceUrl": "https://www.crusoe.ai/cloud/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-google-cloud-a3__secondary-snapshot__cea66066",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10.98,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-hyperstack__on-demand__0eff0af5",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.2,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Hyperstack GPU pricing",
      "sourceUrl": "https://www.hyperstack.cloud/gpu-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-lambda__on-demand__0137c5e8",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.99,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Lambda GPU Cloud pricing",
      "sourceUrl": "https://lambda.ai/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-nebius__on-demand__7633156b",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.85,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Nebius AI pricing",
      "sourceUrl": "https://nebius.com/prices",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-oracle-oci__secondary-snapshot__5f797938",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 10,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-runpod__on-demand__3affbc1b",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.29,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-sf-compute__marketplace-variable__11a3e0ad",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.04,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "SF Compute pricing",
      "sourceUrl": "https://sfcompute.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-together-ai__on-demand__6d1a8cbe",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.99,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Together AI pricing",
      "sourceUrl": "https://www.together.ai/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-voltage-park__on-demand__4a23f8b6",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.99,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Voltage Park pricing",
      "sourceUrl": "https://www.voltagepark.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 4.39,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 5 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-specialist__secondary-snapshot__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.3,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily median · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-coreweave__on-demand__051d985b",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6.31,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "CoreWeave pricing",
      "sourceUrl": "https://www.coreweave.com/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-crusoe__on-demand__41007af1",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 4.29,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Crusoe Cloud pricing",
      "sourceUrl": "https://www.crusoe.ai/cloud/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-fluidstack__secondary-snapshot__608e104d",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.3,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-hyperstack__on-demand__7f94b78a",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.99,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Hyperstack GPU pricing",
      "sourceUrl": "https://www.hyperstack.cloud/gpu-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-nebius__on-demand__a663e978",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 4.5,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Nebius AI pricing",
      "sourceUrl": "https://nebius.com/prices",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-runpod__on-demand__3e29a24c",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 4.39,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "l40s__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.5,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 3 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "l40s__provider-crusoe__on-demand__d6d57198",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.5,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Crusoe Cloud pricing",
      "sourceUrl": "https://www.crusoe.ai/cloud/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "l40s__provider-nebius__on-demand__36574219",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.55,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Nebius AI pricing",
      "sourceUrl": "https://nebius.com/prices",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "l40s__provider-runpod__on-demand__47233f69",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.99,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__class-hyperscaler__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.45,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__class-specialist__secondary-snapshot__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.92,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily median · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 2 estimated source observations.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__provider-crusoe__on-demand__e8eba64c",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 3.45,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Crusoe Cloud pricing",
      "sourceUrl": "https://www.crusoe.ai/cloud/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__provider-oracle-oci__secondary-snapshot__35374c52",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 6,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__provider-runpod__secondary-snapshot__78b86148",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi300x__provider-vultr__secondary-snapshot__0623ffc5",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.85,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi355x__class-hyperscaler__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 8.6,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi355x__class-specialist__secondary-snapshot__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.77,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily median · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 2 estimated source observations.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi355x__provider-oracle-oci__secondary-snapshot__bd0fe508",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 8.6,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi355x__provider-tensorwave__secondary-snapshot__8d991c8e",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.95,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "mi355x__provider-vultr__secondary-snapshot__a22b0f0b",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.59,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-4090__class-marketplace__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.18,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-4090__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.69,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-4090__provider-runpod__on-demand__66fda8e2",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.69,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-4090__provider-salad__secondary-snapshot__6df76b8c",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.18,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-5090__class-marketplace__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.27,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-5090__class-specialist__on-demand__median",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.99,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily median · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-5090__provider-runpod__on-demand__00cd6d6d",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.99,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "RunPod GPU pricing",
      "sourceUrl": "https://www.runpod.io/pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-5090__provider-salad__secondary-snapshot__1a205ba9",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.27,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "tpu-v5e__class-hyperscaler__on-demand__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.2,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "tpu-v5e__provider-google-cloud__on-demand__bb40389f",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 1.2,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Google Cloud accelerator pricing",
      "sourceUrl": "https://cloud.google.com/compute/gpus-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "tpu-v5p__class-hyperscaler__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 4.2,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "tpu-v5p__provider-google-cloud__secondary-snapshot__f1b44a07",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 4.2,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "GetDeploying GPU price tracker",
      "sourceUrl": "https://getdeploying.com/gpus",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Secondary aggregator snapshot; provider-primary evidence was not retained.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "tpu-v6e__class-hyperscaler__on-demand__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.7,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "tpu-v6e__provider-google-cloud__on-demand__ae38cd10",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.7,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Google Cloud accelerator pricing",
      "sourceUrl": "https://cloud.google.com/compute/gpus-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "trainium2__class-hyperscaler__capacity-block__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.24,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "trainium2__provider-aws-trn2__capacity-block__464537e9",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 2.24,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "v100__class-marketplace__secondary-snapshot__floor",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Aggregate includes 1 estimated source observation.",
      "qualityStatus": "secondary",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "v100__provider-market-average__secondary-snapshot__6b27a662",
      "date": "2026-07-06",
      "period": "2026Q3",
      "usdPerUnitHour": 0.99,
      "evidenceStatus": "estimated",
      "evidenceKind": "secondary-aggregator",
      "sourceLabel": "AIMultiple GPU cloud market analysis",
      "sourceUrl": "https://aimultiple.com/cloud-gpu-pricing",
      "observedAt": "2026-07-06T00:00:00.000Z",
      "estimateReason": "Market-average estimate; no single provider list price exists.",
      "qualityStatus": "secondary",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 6.36,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-aws-p6__on-demand__a9a793bf",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__provider-vast-ai__marketplace-variable__84a0c358",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 6.36,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 8.34,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b300__provider-vast-ai__marketplace-variable__0a887127",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 8.34,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 1.73,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-aws-p5__on-demand__722a62bf",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-azure-nd-v5__on-demand__17f1110a",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Azure Retail Prices API",
      "sourceUrl": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20'Standard_ND96isr_H100_v5'%20and%20priceType%20eq%20'Consumption'",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h100__provider-vast-ai__marketplace-variable__d21c8937",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 1.73,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 3.93,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-aws-p5en__on-demand__c84e9d6b",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-azure-nd-v5__on-demand__d85906f4",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 10.6,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Azure Retail Prices API",
      "sourceUrl": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20'Standard_ND96isr_H200_v5'%20and%20priceType%20eq%20'Consumption'",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "h200__provider-vast-ai__marketplace-variable__c4f92e16",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 3.93,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-4090__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 0.26,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-4090__provider-vast-ai__marketplace-variable__b71528cc",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 0.26,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-5090__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 0.31,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-23T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "rtx-5090__provider-vast-ai__marketplace-variable__b80571b1",
      "date": "2026-07-23",
      "period": "2026Q3",
      "usdPerUnitHour": 0.31,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-23T05:00:07.996Z",
      "estimateReason": null,
      "qualityStatus": "provisional",
      "methodologyVersion": "legacy-snapshot-v1",
      "rawEvidenceSha256": null,
      "rawEvidenceRef": null
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": "34ce0c22f28f4a94334f2ab07350d772aa803b5f8e6255793d287ed927fce8c7",
      "rawEvidenceRef": "neon:observation-set:34ce0c22f28f4a94334f2ab07350d772aa803b5f8e6255793d287ed927fce8c7"
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 5.63,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "6c816c8859a6329dc1f55849527c2d6ea827acceacda60b3a5d24a669b0ea488",
      "rawEvidenceRef": "neon:observation-set:6c816c8859a6329dc1f55849527c2d6ea827acceacda60b3a5d24a669b0ea488"
    },
    {
      "seriesId": "b200__provider-aws-p6__on-demand__2f68fc07",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-27T09:18:58.234Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "f5f1c19d9f9faa1236cdaf857705f42a54a22a85a4404e8d704dcf3902ab8cd1",
      "rawEvidenceRef": "raw-snapshots@ddb9135c8a15e3e440e047626706454ae1ce254a:quotes/2026/07/price-observations-all-2026-07-27T09-18-59-927Z.json.gz#source=aws%3Aon-demand"
    },
    {
      "seriesId": "b200__provider-vast-ai__marketplace-variable__922e8e3d",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 5.63,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-27T21:22:11.169Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "f2f9e47f478aeb06d2fe69e4d358dd5bbb3e839928f7801c89516b8dc8a2aee9",
      "rawEvidenceRef": "raw-snapshots@f91d72d803851f63c934c40f5cb506811dff16d2:quotes/2026/07/price-observations-marketplace-2026-07-27T21-22-11-280Z.json.gz#source=vast%3AB200"
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": "e099081506b6a8da07f9a5668529d825758b2a27a89c5b3d3befee0b9e02e56c",
      "rawEvidenceRef": "neon:observation-set:e099081506b6a8da07f9a5668529d825758b2a27a89c5b3d3befee0b9e02e56c"
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 1.73,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "90a05d6a1158db2f7c320c7e7a9f02fc9a5e7fcce0aed918352b0b181dbcac78",
      "rawEvidenceRef": "neon:observation-set:90a05d6a1158db2f7c320c7e7a9f02fc9a5e7fcce0aed918352b0b181dbcac78"
    },
    {
      "seriesId": "h100__provider-aws-p5__on-demand__757977f9",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-27T09:18:58.234Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "f5f1c19d9f9faa1236cdaf857705f42a54a22a85a4404e8d704dcf3902ab8cd1",
      "rawEvidenceRef": "raw-snapshots@ddb9135c8a15e3e440e047626706454ae1ce254a:quotes/2026/07/price-observations-all-2026-07-27T09-18-59-927Z.json.gz#source=aws%3Aon-demand"
    },
    {
      "seriesId": "h100__provider-azure-nd-v5__on-demand__54a4e60c",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Azure Retail Prices API",
      "sourceUrl": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20'Standard_ND96isr_H100_v5'%20and%20priceType%20eq%20'Consumption'",
      "observedAt": "2026-07-27T09:18:59.927Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "d73a78d0c96dbc4bf0670af0115b095122f10022e1ef55c2e463566d81ae66d3",
      "rawEvidenceRef": "raw-snapshots@ddb9135c8a15e3e440e047626706454ae1ce254a:quotes/2026/07/price-observations-all-2026-07-27T09-18-59-927Z.json.gz#source=azure%3AStandard_ND96isr_H100_v5"
    },
    {
      "seriesId": "h100__provider-vast-ai__marketplace-variable__4cbb0c64",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 1.73,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-27T21:22:10.990Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "268a58a0cba560c94937b19fef07276291c42edac66e979bbc01678f3218d1e3",
      "rawEvidenceRef": "raw-snapshots@f91d72d803851f63c934c40f5cb506811dff16d2:quotes/2026/07/price-observations-marketplace-2026-07-27T21-22-11-280Z.json.gz#source=vast%3AH100%20SXM"
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "class-aggregate-v1",
      "rawEvidenceSha256": "e321066224974a0496760f05e97b1365157a8d91b2904998222372043118bf89",
      "rawEvidenceRef": "neon:observation-set:e321066224974a0496760f05e97b1365157a8d91b2904998222372043118bf89"
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 3.82,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "c57330aafe4ea477fd8d71455c674401a9998e562d7a4dddd2b553eaa7a79dae",
      "rawEvidenceRef": "neon:observation-set:c57330aafe4ea477fd8d71455c674401a9998e562d7a4dddd2b553eaa7a79dae"
    },
    {
      "seriesId": "h200__provider-aws-p5en__on-demand__23a0c696",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-27T09:18:58.234Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "f5f1c19d9f9faa1236cdaf857705f42a54a22a85a4404e8d704dcf3902ab8cd1",
      "rawEvidenceRef": "raw-snapshots@ddb9135c8a15e3e440e047626706454ae1ce254a:quotes/2026/07/price-observations-all-2026-07-27T09-18-59-927Z.json.gz#source=aws%3Aon-demand"
    },
    {
      "seriesId": "h200__provider-azure-nd-v5__on-demand__1215297d",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 10.6,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Azure Retail Prices API",
      "sourceUrl": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20'Standard_ND96isr_H200_v5'%20and%20priceType%20eq%20'Consumption'",
      "observedAt": "2026-07-27T09:18:58.494Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "4c66d964e45b03e2bc39a3a6bad86d54ea638eae7f002950285355fbfe3734e1",
      "rawEvidenceRef": "raw-snapshots@ddb9135c8a15e3e440e047626706454ae1ce254a:quotes/2026/07/price-observations-all-2026-07-27T09-18-59-927Z.json.gz#source=azure%3AStandard_ND96isr_H200_v5"
    },
    {
      "seriesId": "h200__provider-vast-ai__marketplace-variable__bbd017e1",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 3.82,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-27T21:22:10.959Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "e5a84f497525adf6b32ecd4f9fd84825d76ce62bbca823e9e8e900d5ce650995",
      "rawEvidenceRef": "raw-snapshots@f91d72d803851f63c934c40f5cb506811dff16d2:quotes/2026/07/price-observations-marketplace-2026-07-27T21-22-11-280Z.json.gz#source=vast%3AH200"
    },
    {
      "seriesId": "rtx-4090__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 0.24,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "a5e89debf01d866edea05ca079ec61f7e01a95dde91e75685f1c81cb21e673f8",
      "rawEvidenceRef": "neon:observation-set:a5e89debf01d866edea05ca079ec61f7e01a95dde91e75685f1c81cb21e673f8"
    },
    {
      "seriesId": "rtx-4090__provider-vast-ai__marketplace-variable__517720f5",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 0.24,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-27T21:22:11.254Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "e7afcaddf4a05ea7d6e219ca565028d34dc8639b5407077d066e047d4a16cc8c",
      "rawEvidenceRef": "raw-snapshots@f91d72d803851f63c934c40f5cb506811dff16d2:quotes/2026/07/price-observations-marketplace-2026-07-27T21-22-11-280Z.json.gz#source=vast%3ARTX%204090"
    },
    {
      "seriesId": "rtx-5090__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 0.27,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-27T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "789688641f4ad7857dc99ab5aa2539997566395c52fe177245f790a0f82817dc",
      "rawEvidenceRef": "neon:observation-set:789688641f4ad7857dc99ab5aa2539997566395c52fe177245f790a0f82817dc"
    },
    {
      "seriesId": "rtx-5090__provider-vast-ai__marketplace-variable__311ee51d",
      "date": "2026-07-27",
      "period": "2026Q3",
      "usdPerUnitHour": 0.27,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-27T21:22:11.280Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "0bdd04dd047f00b4515d8bd2f00f0b8e1fb4e24dbaa6c9b48874f0ecd57cfdb2",
      "rawEvidenceRef": "raw-snapshots@f91d72d803851f63c934c40f5cb506811dff16d2:quotes/2026/07/price-observations-marketplace-2026-07-27T21-22-11-280Z.json.gz#source=vast%3ARTX%205090"
    },
    {
      "seriesId": "b200__class-hyperscaler__on-demand__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "primary-on-demand-v1",
      "rawEvidenceSha256": "da3b04429323250382272532e6621ce7c0352e17d20b38ef23edef0b371ca798",
      "rawEvidenceRef": "neon:observation-set:da3b04429323250382272532e6621ce7c0352e17d20b38ef23edef0b371ca798"
    },
    {
      "seriesId": "b200__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 5.63,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "5e510b2a6b1784aaa3f0f42e4f2121d64b9fd995fadcb25869f3c65c5689bce8",
      "rawEvidenceRef": "neon:observation-set:5e510b2a6b1784aaa3f0f42e4f2121d64b9fd995fadcb25869f3c65c5689bce8"
    },
    {
      "seriesId": "b200__provider-aws-p6__on-demand__2f68fc07",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 14.24,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-28T07:10:12.104Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "c487e81d2602f3ae8177433e4508aa465c568dfe29245c3541c782f7d97ff10c",
      "rawEvidenceRef": "raw-snapshots@48c41023593a0a646066f00ef5468a7e61dc8266:quotes/2026/07/price-observations-providers-2026-07-28T07-10-13-023Z.json.gz#source=aws%3Aon-demand"
    },
    {
      "seriesId": "b200__provider-vast-ai__marketplace-variable__922e8e3d",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 5.63,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-28T06:38:29.238Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "c1eae64493bd7f40bc199fa71bc0cea4acedab3f8637a6002f12221f47e5d665",
      "rawEvidenceRef": "raw-snapshots@056f4bc76f536a8f4d58bdb67a997ca3645a2285:quotes/2026/07/price-observations-marketplace-2026-07-28T06-38-29-455Z.json.gz#source=vast%3AB200"
    },
    {
      "seriesId": "h100__class-hyperscaler__on-demand__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "primary-on-demand-v1",
      "rawEvidenceSha256": "2375096d7f1524c95e11bd47b5b19cb440b27599a0da311935051538d8ce0cba",
      "rawEvidenceRef": "neon:observation-set:2375096d7f1524c95e11bd47b5b19cb440b27599a0da311935051538d8ce0cba"
    },
    {
      "seriesId": "h100__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 1.73,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "7e4bde3a000a8c6ccecbe2e02a46ae4b0aa7d020d2c4721076b02a9209d76fd8",
      "rawEvidenceRef": "neon:observation-set:7e4bde3a000a8c6ccecbe2e02a46ae4b0aa7d020d2c4721076b02a9209d76fd8"
    },
    {
      "seriesId": "h100__provider-aws-p5__on-demand__757977f9",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 6.88,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-28T07:10:12.104Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "c487e81d2602f3ae8177433e4508aa465c568dfe29245c3541c782f7d97ff10c",
      "rawEvidenceRef": "raw-snapshots@48c41023593a0a646066f00ef5468a7e61dc8266:quotes/2026/07/price-observations-providers-2026-07-28T07-10-13-023Z.json.gz#source=aws%3Aon-demand"
    },
    {
      "seriesId": "h100__provider-azure-nd-v5__on-demand__54a4e60c",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 12.29,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Azure Retail Prices API",
      "sourceUrl": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20'Standard_ND96isr_H100_v5'%20and%20priceType%20eq%20'Consumption'",
      "observedAt": "2026-07-28T07:10:13.023Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "d73a78d0c96dbc4bf0670af0115b095122f10022e1ef55c2e463566d81ae66d3",
      "rawEvidenceRef": "raw-snapshots@48c41023593a0a646066f00ef5468a7e61dc8266:quotes/2026/07/price-observations-providers-2026-07-28T07-10-13-023Z.json.gz#source=azure%3AStandard_ND96isr_H100_v5"
    },
    {
      "seriesId": "h100__provider-vast-ai__marketplace-variable__4cbb0c64",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 1.73,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-28T06:38:29.060Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "3a09fee7469a20cd981e2c23a7815e5dcb7c6f2f195e7481a3be69b0eb1406e1",
      "rawEvidenceRef": "raw-snapshots@056f4bc76f536a8f4d58bdb67a997ca3645a2285:quotes/2026/07/price-observations-marketplace-2026-07-28T06-38-29-455Z.json.gz#source=vast%3AH100%20SXM"
    },
    {
      "seriesId": "h200__class-hyperscaler__on-demand__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 2 comparable venues",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "primary-on-demand-v1",
      "rawEvidenceSha256": "8d506996f12aa034c21525be9293e775881b4e32b5012ebdb4b9d78bf24d6bb6",
      "rawEvidenceRef": "neon:observation-set:8d506996f12aa034c21525be9293e775881b4e32b5012ebdb4b9d78bf24d6bb6"
    },
    {
      "seriesId": "h200__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 3.82,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "125aa05fa89eb2905b49ac732c08d441b6eb12b6c65c103202de1a9ddd6fb15a",
      "rawEvidenceRef": "neon:observation-set:125aa05fa89eb2905b49ac732c08d441b6eb12b6c65c103202de1a9ddd6fb15a"
    },
    {
      "seriesId": "h200__provider-aws-p5en__on-demand__23a0c696",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 7.91,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "AWS EC2 pricing",
      "sourceUrl": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "observedAt": "2026-07-28T07:10:12.104Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "c487e81d2602f3ae8177433e4508aa465c568dfe29245c3541c782f7d97ff10c",
      "rawEvidenceRef": "raw-snapshots@48c41023593a0a646066f00ef5468a7e61dc8266:quotes/2026/07/price-observations-providers-2026-07-28T07-10-13-023Z.json.gz#source=aws%3Aon-demand"
    },
    {
      "seriesId": "h200__provider-azure-nd-v5__on-demand__1215297d",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 10.6,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Azure Retail Prices API",
      "sourceUrl": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20'Standard_ND96isr_H200_v5'%20and%20priceType%20eq%20'Consumption'",
      "observedAt": "2026-07-28T07:10:13.022Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "4c66d964e45b03e2bc39a3a6bad86d54ea638eae7f002950285355fbfe3734e1",
      "rawEvidenceRef": "raw-snapshots@48c41023593a0a646066f00ef5468a7e61dc8266:quotes/2026/07/price-observations-providers-2026-07-28T07-10-13-023Z.json.gz#source=azure%3AStandard_ND96isr_H200_v5"
    },
    {
      "seriesId": "h200__provider-vast-ai__marketplace-variable__bbd017e1",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 3.82,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-28T06:38:29.069Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "504cbbd0f1bf4d22543baa14130c9accee818385d841c7a475fb5aa71de37448",
      "rawEvidenceRef": "raw-snapshots@056f4bc76f536a8f4d58bdb67a997ca3645a2285:quotes/2026/07/price-observations-marketplace-2026-07-28T06-38-29-455Z.json.gz#source=vast%3AH200"
    },
    {
      "seriesId": "rtx-4090__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 0.24,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "c2800a7ad3a7c1d914e023fcd4234f0eb36927ee119148013be9fe4bc1d6a18a",
      "rawEvidenceRef": "neon:observation-set:c2800a7ad3a7c1d914e023fcd4234f0eb36927ee119148013be9fe4bc1d6a18a"
    },
    {
      "seriesId": "rtx-4090__provider-vast-ai__marketplace-variable__517720f5",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 0.24,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-28T06:38:29.453Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "07bf938c6177cc11c98bc5581d5530bbf23c0798cf3318051b9a64c452f76172",
      "rawEvidenceRef": "raw-snapshots@056f4bc76f536a8f4d58bdb67a997ca3645a2285:quotes/2026/07/price-observations-marketplace-2026-07-28T06-38-29-455Z.json.gz#source=vast%3ARTX%204090"
    },
    {
      "seriesId": "rtx-5090__class-marketplace__marketplace-variable__floor",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 0.27,
      "evidenceStatus": "observed",
      "evidenceKind": "published-snapshot",
      "sourceLabel": "Daily floor · 1 comparable venue",
      "sourceUrl": null,
      "observedAt": "2026-07-28T00:00:00.000Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "marketplace-access-v1",
      "rawEvidenceSha256": "b670632bd59235778f38613fb414960a1c4f4a0c28263da6fccb2bba8910f1d6",
      "rawEvidenceRef": "neon:observation-set:b670632bd59235778f38613fb414960a1c4f4a0c28263da6fccb2bba8910f1d6"
    },
    {
      "seriesId": "rtx-5090__provider-vast-ai__marketplace-variable__311ee51d",
      "date": "2026-07-28",
      "period": "2026Q3",
      "usdPerUnitHour": 0.27,
      "evidenceStatus": "observed",
      "evidenceKind": "provider-primary",
      "sourceLabel": "Vast.ai marketplace search API",
      "sourceUrl": "https://vast.ai/pricing",
      "observedAt": "2026-07-28T06:38:29.455Z",
      "estimateReason": null,
      "qualityStatus": "verified",
      "methodologyVersion": "provider-price-observation-v1",
      "rawEvidenceSha256": "e65489aee3fe6029a5964280a59e590b568f8455a0efd9359436360e3edfacd4",
      "rawEvidenceRef": "raw-snapshots@056f4bc76f536a8f4d58bdb67a997ca3645a2285:quotes/2026/07/price-observations-marketplace-2026-07-28T06-38-29-455Z.json.gz#source=vast%3ARTX%205090"
    }
  ]
}