Epoch AI: ai-company-daily-token-throughput
Latest dated positive Daily tokens record per company where Epoch supplies a named product scope, confidence, source type, and at least one HTTPS evidence link. Active-user and message counts are not converted into token estimates.
- Version
- 1.1.0
- Published
- Jun 30, 2026
- Live boards
- 1
- Method ID
- epoch-ai-company-daily-token-throughput
Where the facts come from
- Source
Epoch AI open datasets
How the order is produced
- Direction
descending
- Tie Breaker
entity slug ascending
When the method reruns
- daily
Boards using this version
Only live, quality-gated boards appear. Each board opens on the exact published table and evidence path.
| Board | Primary measure | Rows | Confidence | Freshness | Board version | Cadence | Evidence |
|---|---|---|---|---|---|---|---|
| AI Companies by Reported Daily Token Throughputai-company-daily-token-throughput | epoch-ai-company-reported-daily-tokens | 4 | 100% | current | 1.1.0 | daily | Open board → |
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
billions of reported tokens per day; raw tokens/day remains in components
Source
Epoch AI open datasets
License
CC BY 4.0
Ranking
- Direction
descending
- Tie Breaker
entity slug ascending
Selection
Latest dated positive Daily tokens record per company where Epoch supplies a named product scope, confidence, source type, and at least one HTTPS evidence link. Active-user and message counts are not converted into token estimates.
Attribution
Source: Epoch AI (CC BY 4.0)
Limitations
- Product scope varies: a value may cover one API, a flagship product, or all AI products.
- Reported token accounting can differ by provider and is not independently metered by Rank.ai.
- Tokens per day do not measure GPU utilization, GPU-hours, model quality, revenue, or unique users.
- Companies without a qualifying Daily tokens report are omitted and never treated as zero.
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