{
 "generated_at": "2026-10-13T18:10:26Z",
 "unit": "USD per GPU-hour (instance price divided by GPUs per instance), Linux, list price",
 "counting": "Official list prices only, taken from the Azure Retail Prices API and the AWS Price List files. Negotiated discounts, savings plans, reservations and credits are not included. Not in this version: Google Cloud, AWS spot and marketplaces such as Vast or RunPod. Spot prices (Azure only here) are for capacity that the provider can reclaim at short notice. They are not a price for a job that must finish. Prices exclude storage, network egress, licences and any support plan. Each price is the instance price divided by the number of GPUs in that instance. For each provider, region and chip the page lists the instance size with the lowest on-demand price per GPU; latest.json carries every size. No price is blended or averaged across chips, sizes, regions or providers.",
 "sources": {
  "azure": {
   "status": "ok",
   "checked_at": "2026-10-13T18:10:26Z",
   "last_ok": "2026-10-13T18:10:26Z",
   "regions": [
    "eastus",
    "westus2",
    "westeurope",
    "southeastasia",
    "southcentralus"
   ]
  },
  "aws": {
   "status": "ok",
   "errors": {},
   "stale_regions": [],
   "regions": [
    "us-east-1",
    "us-west-2",
    "eu-west-1",
    "ap-southeast-1"
   ],
   "last_ok": "2026-10-13T17:34:35Z",
   "checked_at": "2026-10-13T18:10:26Z",
   "publication_date": "2026-10-12"
  }
 },
 "skipped_azure_sizes": [
  "Standard_NC16ads_A10_v4",
  "Standard_NC32ads_A10_v4",
  "Standard_NC8ads_A10_v4",
  "Standard_NCC40ads_H100_v5",
  "Standard_ND96is_flex_H100_v5",
  "Standard_ND96is_noIB_H100_v5",
  "Standard_ND96isrf_H100_v5",
  "Standard_NV12ads_A10_v5",
  "Standard_NV18ads_A10_v5",
  "Standard_NV6ads_A10_v5"
 ],
 "rows": [
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "us-east-1",
   "sku": "p5.48xlarge",
   "gpus": 8,
   "od_per_gpu_h": "6.8800",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "us-east-1",
   "sku": "p5.4xlarge",
   "gpus": 1,
   "od_per_gpu_h": "6.8800",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "us-west-2",
   "sku": "p5.48xlarge",
   "gpus": 8,
   "od_per_gpu_h": "6.8800",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "us-west-2",
   "sku": "p5.4xlarge",
   "gpus": 1,
   "od_per_gpu_h": "6.8800",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "eastus",
   "sku": "NC40ads_H100_v5",
   "gpus": 1,
   "od_per_gpu_h": "6.9800",
   "spot_per_gpu_h": "1.2899",
   "effective": "2026-08-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "eastus",
   "sku": "NC80adis_H100_v5",
   "gpus": 2,
   "od_per_gpu_h": "6.9800",
   "spot_per_gpu_h": "1.2899",
   "effective": "2026-08-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "westus2",
   "sku": "NC40ads_H100_v5",
   "gpus": 1,
   "od_per_gpu_h": "6.9800",
   "spot_per_gpu_h": "3.2164",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "westus2",
   "sku": "NC80adis_H100_v5",
   "gpus": 2,
   "od_per_gpu_h": "6.9800",
   "spot_per_gpu_h": "3.2164",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "NC40ads_H100_v5",
   "gpus": 1,
   "od_per_gpu_h": "8.3800",
   "spot_per_gpu_h": "2.1394",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "NC80adis_H100_v5",
   "gpus": 2,
   "od_per_gpu_h": "8.3800",
   "spot_per_gpu_h": "2.1394",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "southeastasia",
   "sku": "NC40ads_H100_v5",
   "gpus": 1,
   "od_per_gpu_h": "9.0740",
   "spot_per_gpu_h": "1.6769",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "southeastasia",
   "sku": "NC80adis_H100_v5",
   "gpus": 2,
   "od_per_gpu_h": "9.0740",
   "spot_per_gpu_h": "1.6769",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "NC40ads_H100_v5",
   "gpus": 1,
   "od_per_gpu_h": "9.0800",
   "spot_per_gpu_h": "3.3469",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 94,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "NC80adis_H100_v5",
   "gpus": 2,
   "od_per_gpu_h": "9.0800",
   "spot_per_gpu_h": "3.3469",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "eastus",
   "sku": "ND96is_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "11.0610",
   "spot_per_gpu_h": "2.0441",
   "effective": "2026-01-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westus2",
   "sku": "ND96is_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "11.0610",
   "spot_per_gpu_h": "2.0441",
   "effective": "2025-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "eastus",
   "sku": "ND96isr_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "12.2900",
   "spot_per_gpu_h": "2.2712",
   "effective": "2026-01-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westus2",
   "sku": "ND96isr_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "12.2900",
   "spot_per_gpu_h": "2.2712",
   "effective": "2025-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "ND96is_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "13.2714",
   "spot_per_gpu_h": "2.4526",
   "effective": "2025-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "ND96is_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "14.3792",
   "spot_per_gpu_h": "2.6573",
   "effective": "2025-12-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "ND96isr_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "14.7460",
   "spot_per_gpu_h": "2.7251",
   "effective": "2025-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "H100",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "ND96isr_H100_v5",
   "gpus": 8,
   "od_per_gpu_h": "15.9770",
   "spot_per_gpu_h": "2.9525",
   "effective": "2025-12-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "us-east-1",
   "sku": "p4de.24xlarge",
   "gpus": 8,
   "od_per_gpu_h": "3.4309",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "us-west-2",
   "sku": "p4de.24xlarge",
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   "od_per_gpu_h": "3.4309",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "eastus",
   "sku": "NC24ads_A100_v4",
   "gpus": 1,
   "od_per_gpu_h": "3.6730",
   "spot_per_gpu_h": "0.6788",
   "effective": "2026-07-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "eastus",
   "sku": "NC48ads_A100_v4",
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   "od_per_gpu_h": "3.6730",
   "spot_per_gpu_h": "0.6788",
   "effective": "2026-07-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
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   "sku": "NC96ads_A100_v4",
   "gpus": 4,
   "od_per_gpu_h": "3.6730",
   "spot_per_gpu_h": "0.6788",
   "effective": "2026-07-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westus2",
   "sku": "NC24ads_A100_v4",
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   "od_per_gpu_h": "3.6730",
   "spot_per_gpu_h": "0.6788",
   "effective": "2026-08-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westus2",
   "sku": "NC48ads_A100_v4",
   "gpus": 2,
   "od_per_gpu_h": "3.6730",
   "spot_per_gpu_h": "0.6788",
   "effective": "2026-08-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westus2",
   "sku": "NC96ads_A100_v4",
   "gpus": 4,
   "od_per_gpu_h": "3.6730",
   "spot_per_gpu_h": "0.6788",
   "effective": "2026-08-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "eastus",
   "sku": "ND96ams_A100_v4",
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   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "eastus",
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   "od_per_gpu_h": "4.0962",
   "spot_per_gpu_h": "1.0552",
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   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westus2",
   "sku": "ND96amsr_A100_v4",
   "gpus": 8,
   "od_per_gpu_h": "4.0962",
   "spot_per_gpu_h": "1.0552",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "AWS",
   "region": "ap-southeast-1",
   "sku": "p4de.24xlarge",
   "gpus": 8,
   "od_per_gpu_h": "4.1171",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "NC48ads_A100_v4",
   "gpus": 2,
   "od_per_gpu_h": "4.4075",
   "spot_per_gpu_h": "0.8145",
   "effective": "2026-04-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "NC96ads_A100_v4",
   "gpus": 4,
   "od_per_gpu_h": "4.4075",
   "spot_per_gpu_h": "0.8145",
   "effective": "2026-04-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "NC24ads_A100_v4",
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   "od_per_gpu_h": "4.4080",
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   "effective": "2026-04-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southeastasia",
   "sku": "NC24ads_A100_v4",
   "gpus": 1,
   "od_per_gpu_h": "4.7750",
   "spot_per_gpu_h": "0.8824",
   "effective": "2025-11-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southeastasia",
   "sku": "NC48ads_A100_v4",
   "gpus": 2,
   "od_per_gpu_h": "4.7750",
   "spot_per_gpu_h": "0.8824",
   "effective": "2025-11-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southeastasia",
   "sku": "NC96ads_A100_v4",
   "gpus": 4,
   "od_per_gpu_h": "4.7750",
   "spot_per_gpu_h": "0.8824",
   "effective": "2025-11-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "NC24ads_A100_v4",
   "gpus": 1,
   "od_per_gpu_h": "4.7750",
   "spot_per_gpu_h": "0.8824",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "NC48ads_A100_v4",
   "gpus": 2,
   "od_per_gpu_h": "4.7750",
   "spot_per_gpu_h": "0.8824",
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   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "NC96ads_A100_v4",
   "gpus": 4,
   "od_per_gpu_h": "4.7750",
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   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "ND96ams_A100_v4",
   "gpus": 8,
   "od_per_gpu_h": "4.9155",
   "spot_per_gpu_h": "1.2662",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "southcentralus",
   "sku": "ND96amsr_A100_v4",
   "gpus": 8,
   "od_per_gpu_h": "4.9155",
   "spot_per_gpu_h": "1.2662",
   "effective": "2026-10-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "ND96ams_A100_v4",
   "gpus": 8,
   "od_per_gpu_h": "5.1202",
   "spot_per_gpu_h": "1.3190",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 80GB",
   "gpu_mem_gb": 80,
   "provider": "Azure",
   "region": "westeurope",
   "sku": "ND96amsr_A100_v4",
   "gpus": 8,
   "od_per_gpu_h": "5.1202",
   "spot_per_gpu_h": "1.3190",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
   "provider": "AWS",
   "region": "us-east-1",
   "sku": "p4d.24xlarge",
   "gpus": 8,
   "od_per_gpu_h": "2.7447",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
   "provider": "AWS",
   "region": "us-west-2",
   "sku": "p4d.24xlarge",
   "gpus": 8,
   "od_per_gpu_h": "2.7447",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
   "provider": "AWS",
   "region": "eu-west-1",
   "sku": "p4d.24xlarge",
   "gpus": 8,
   "od_per_gpu_h": "2.9645",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
   "provider": "AWS",
   "region": "ap-southeast-1",
   "sku": "p4d.24xlarge",
   "gpus": 8,
   "od_per_gpu_h": "3.2936",
   "spot_per_gpu_h": null,
   "effective": "2026-10-12",
   "source": "AWS Price List"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
   "provider": "Azure",
   "region": "eastus",
   "sku": "ND96asr_A100_v4",
   "gpus": 8,
   "od_per_gpu_h": "3.3996",
   "spot_per_gpu_h": "0.7479",
   "effective": "2025-03-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
   "provider": "Azure",
   "region": "eastus",
   "sku": "ND96asr_v4",
   "gpus": 8,
   "od_per_gpu_h": "3.3996",
   "spot_per_gpu_h": "0.7381",
   "effective": "2026-09-01",
   "source": "Azure Retail Prices API"
  },
  {
   "chip": "A100 40GB",
   "gpu_mem_gb": 40,
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   "source": "AWS Price List"
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   "source": "AWS Price List"
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   "source": "AWS Price List"
  }
 ]
}
