{
  "breakdowns": {
    "gpu": [
      {
        "hours": 53.524,
        "label": "L4"
      },
      {
        "hours": 14.469,
        "label": "A100 SXM 80GB"
      }
    ],
    "project": [
      {
        "hours": 67.994,
        "label": "gemma"
      }
    ],
    "region": [
      {
        "hours": 53.524,
        "label": "US-MO-2"
      },
      {
        "hours": 10.33,
        "label": "unknown"
      },
      {
        "hours": 4.139,
        "label": "US-MD-1"
      }
    ]
  },
  "constants": {
    "checked_at": "2026-10-29",
    "gpus": {
      "A100 PCIe 80GB": {
        "date": "2026-10-29",
        "note": "[sourced] 80GB PCIe model; not interchangeable with SXM or 40GB.",
        "url": "https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/a100/pdf/nvidia-a100-datasheet-nvidia-us-2188504-web.pdf",
        "watts": 300
      },
      "A100 SXM 80GB": {
        "date": "2026-10-29",
        "note": "[sourced] Standard SXM configuration; excludes custom 500 W thermal SKU.",
        "url": "https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/a100/pdf/nvidia-a100-datasheet-nvidia-us-2188504-web.pdf",
        "watts": 400
      },
      "L4": {
        "date": "2026-10-29",
        "note": "[sourced] Maximum/default board power.",
        "url": "https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/l4/PB-11316-001_v01.pdf",
        "watts": 72
      },
      "RTX 4090": {
        "date": "2026-10-29",
        "note": "[sourced] NVIDIA TGP; [inference] constant nameplate power, not metered draw.",
        "url": "https://nvidia.custhelp.com/app/answers/detail/a_id/5396",
        "watts": 450
      }
    },
    "grids": {
      "FR": {
        "date": "2026-10-29",
        "kg_per_kwh": 0.02,
        "note": "[sourced] France consumption intensity including exchanges, 20.0 gCO2e/kWh; direct operational emissions.",
        "url": "https://analysesetdonnees.rte-france.com/bilan-electrique-2025/emissions",
        "year": 2025
      },
      "US": {
        "date": "2026-10-29",
        "kg_per_kwh": 0.34966710055508005,
        "note": "[sourced] EPA U.S. national 770.884 lb CO2e/MWh, converted with 0.45359237 / 1000. [inference] Coarse national fallback for explicitly mapped U.S. facilities; not a measured facility or state intensity.",
        "url": "https://www.epa.gov/egrid/summary-data",
        "year": 2023
      },
      "US-CAMX": {
        "date": "2026-10-29",
        "kg_per_kwh": 0.19503700802971,
        "note": "[sourced] EPA CAMX 429.983 lb CO2e/MWh; multiply by 0.45359237 / 1000. Assign only after verifying facility grid.",
        "url": "https://www.epa.gov/egrid/summary-data",
        "year": 2023
      },
      "US-ERCT": {
        "date": "2026-10-29",
        "kg_per_kwh": 0.33412929392073,
        "note": "[sourced] EPA ERCT 736.629 lb CO2e/MWh; multiply by 0.45359237 / 1000. Assign only after verifying facility grid.",
        "url": "https://www.epa.gov/egrid/summary-data",
        "year": 2023
      }
    },
    "methodology": [
      {
        "note": "[sourced] Lacoste et al. 2019; hardware, runtime and grid based approximation.",
        "url": "https://arxiv.org/pdf/1910.09700"
      },
      {
        "note": "[sourced] Calculator excludes PUE by default and instructs users to multiply by facility PUE.",
        "url": "https://mlco2.github.io/impact/"
      },
      {
        "note": "[sourced] Authors' implementation; historical reference, not a current grid-factor authority.",
        "url": "https://github.com/mlco2/impact"
      }
    ],
    "pue": {
      "date": "2026-10-29",
      "note": "[inference] GPU-only baseline, no facility overhead assumed. Actual PUE is unknown. Replace with a documented facility-specific value before claiming facility emissions.",
      "url": "https://mlco2.github.io/impact/",
      "value": 1.0
    }
  },
  "generated_at": "2026-10-29T09:49:26.857568+00:00",
  "kaggle": {
    "as_of": "2026-10-29T09:49:26.857568+00:00",
    "basis": "[sourced] Kaggle weekly quota; not physical GPU-hours",
    "refresh_at": "2026-10-31T00:00:00",
    "remaining_hours": 0,
    "total_hours": 30.0,
    "used_hours": 32.798024444444444
  },
  "limitations": [
    "Spend covers RunPod only; AWS billing is not collected.",
    "GPU-hours are partial allocation estimates, not measured utilization.",
    "Unknown hardware, GPU count, runtime or grid factors are never filled with zero.",
    "Carbon covers only matched GPU-hours; CPU, RAM, storage, manufacturing and offsets are excluded.",
    "Create/start/stop requests can differ from actual runtime; missing events and retention gaps reduce coverage.",
    "Kaggle quota-hours are separate from physical GPU-hours and are not added to lifetime totals."
  ],
  "longest_runs": [
    {
      "basis": "lifecycle estimate",
      "gpu": "L4",
      "hours": 7.155,
      "project": "gemma",
      "provider": "runpod",
      "region": "US-MO-2"
    },
    {
      "basis": "lifecycle estimate",
      "gpu": "L4",
      "hours": 6.226,
      "project": "gemma",
      "provider": "runpod",
      "region": "US-MO-2"
    },
    {
      "basis": "lifecycle estimate",
      "gpu": "A100 SXM 80GB",
      "hours": 5.764,
      "project": "gemma",
      "provider": "runpod",
      "region": "unknown"
    },
    {
      "basis": "lifecycle estimate",
      "gpu": "A100 SXM 80GB",
      "hours": 2.525,
      "project": "gemma",
      "provider": "runpod",
      "region": "US-MD-1"
    },
    {
      "basis": "lifecycle estimate",
      "gpu": "A100 SXM 80GB",
      "hours": 2.468,
      "project": "gemma",
      "provider": "runpod",
      "region": "unknown"
    },
    {
      "basis": "lifecycle estimate",
      "gpu": "A100 SXM 80GB",
      "hours": 2.098,
      "project": "gemma",
      "provider": "runpod",
      "region": "unknown"
    },
    {
      "basis": "lifecycle estimate",
      "gpu": "A100 SXM 80GB",
      "hours": 0.807,
      "project": "gemma",
      "provider": "runpod",
      "region": "US-MD-1"
    }
  ],
  "mode": "live collection",
  "monthly_spend": [
    {
      "month": "2026-04",
      "usd": 5.0388
    },
    {
      "month": "2026-05",
      "usd": 4.1875
    },
    {
      "month": "2026-06",
      "usd": 5.8878
    },
    {
      "month": "2026-08",
      "usd": 2.8277
    },
    {
      "month": "2026-09",
      "usd": 37.5465
    },
    {
      "month": "2026-10",
      "usd": 102.7125
    }
  ],
  "schema_version": 1,
  "sources": {
    "aws": {
      "status": "not configured"
    },
    "kaggle": {
      "as_of": "2026-10-29T09:49:26.857568+00:00",
      "status": "ok"
    },
    "runpod": {
      "as_of": "2026-10-29T09:49:26.857568+00:00",
      "basis": "[sourced] REST v2; lifecycle hours are [inference]",
      "status": "ok"
    }
  },
  "totals": {
    "carbon_covered_gpu_hours": 57.664,
    "gpu_hours_estimate": 67.994,
    "kgco2e_estimate": 1.9265,
    "resources_without_hours": 57,
    "running": 0,
    "runpod_pods_observed": 64,
    "spend_usd_known": 158.2
  }
}