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Published method

Epoch AI: ai-company-annual-compute-spend

Latest annual, non-excluded compute-spend cohort per company. A published Total compute spend is preferred; otherwise non-overlapping inference and R&D components are summed.

1.1.0

Version

Jul 13, 2026

Published

1

Board

epoch-ai-company-annual-compute-spend

Method ID

Sources

Where the facts come from

Source

Epoch AI open datasets

Ranking rule

How the order is produced

Direction

descending

Tie Breaker

entity slug ascending

Refresh

When the method reruns

Each board shows the date of the snapshot it is built from.

Boards

Boards using this version

Every published board built with this method. Each opens on its latest snapshot.
BoardPrimary measureRowsConfidenceSnapshotBoard versionRefreshBoard
AI companies by annual compute spendepoch-ai-company-annual-compute-spend-usd2100%Jul 13, 20261.1.0Not statedOpen the board: AI companies by annual compute spend

Versioned contract

Complete measurement ledger

These fields are stored with the methodology version. A changed contract must publish a new version before comparable movement can resume.

Score

USD billions; raw USD remains in components.

Source

Epoch AI open datasets

License

CC BY 4.0

Ranking

Direction

descending

Tie Breaker

entity slug ascending

Selection

Latest annual, non-excluded compute-spend cohort per company. A published Total compute spend is preferred; otherwise non-overlapping inference and R&D components are summed.

Attribution

Source: Epoch AI (CC BY 4.0)

Limitations

  • Compute spend is not capital expenditure.
  • Media-reported and third-party estimates remain labeled.
  • Annualized and quarterly rows are excluded from this board.

Missing Values

Missing, blank, excluded, or incomplete values are omitted and are never converted to zero.

Release Contract

Schema Mode

exact ordered CSV headers

Release Rollback

reject

Release Date Required

Yes

Raw Bytes Sha256 Required

Yes

Same Release Hash Mutation

reject

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