{
  "title": "Compute in the 2022 report",
  "report_year": 2022,
  "period": "Historical snapshot: October 2022. Dates and populations are specified per row.",
  "methodology": "Paper-based usage ratios are not sales or installed-capacity shares. The compute-growth estimate describes selected large experiments and should not be applied to every AI task.",
  "source_deck": "https://docs.google.com/presentation/d/1WrkeJ9-CjuotTXoa4ZZlB3UPBXpxe4B3FMs9R9tn34I/edit?usp=sharing",
  "web_edition_date": "2026-10-11",
  "rows": [
    {
      "measure": "GPU usage versus Google TPU",
      "value": "78x",
      "definition": "Research-paper comparison reported in the deck.",
      "printed_slide": 52,
      "pdf_page": 52,
      "source_url": "https://www.stateof.ai/State-of-AI-Report-2022.pdf#page=52"
    },
    {
      "measure": "GPU usage versus five challengers combined",
      "value": "90x",
      "definition": "Graphcore, Habana, Cerebras, SambaNova, and Cambricon in the cited analysis.",
      "printed_slide": 52,
      "pdf_page": 52,
      "source_url": "https://www.stateof.ai/State-of-AI-Report-2022.pdf#page=52"
    },
    {
      "measure": "Large-experiment compute growth",
      "value": "More than 300,000x",
      "definition": "Selected large-scale experiments over the prior decade.",
      "printed_slide": 82,
      "pdf_page": 82,
      "source_url": "https://www.stateof.ai/State-of-AI-Report-2022.pdf#page=82"
    }
  ]
}