Latest full-company annualized revenue values from Epoch AI, with ARR versus other bases, evidence class, confidence, and source date preserved.
AI Stack control
4 companies ranked by AI stack control score.
Amazon is out in front at 78.6.
4 companieschecked Sep 10, 2026, 2:15 AM UTCdailyhow we measure this →CSV / JSON
NVIDIA
Compares reviewed company capabilities across seven AI-stack layers using only frozen first-party evidence.
Some explanation inputs are unavailable Missing: publicFrozenEvidence.
- Published rank
- #3
- Score
- 57.143
- Sample size
- 7
85% confidence · 54% component coverage · as of Sep 10, 2026, 2:15 AM UTC
Component ledger
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| capability consumer distribution | — | 14% | 7.143 | 1 | available |
| capability data centers | — | 14% | 7.143 | 1 | available |
| capability designs silicon | — | 14% | 14.286 | 1 | available |
| capability fabricates silicon | — | 14% | 0 | 1 | available |
| capability frontier models | — | 14% | 7.143 | 1 | available |
| capability GPU cloud | — | 14% | 14.286 | 1 | available |
| capability open weights | — | 14% | 7.143 | 1 | available |
| knownCapabilityCount | 7 | Unavailable | 7 | 0 | unavailableno_public_frozen_evidence |
| missingEvidenceIsNotNo | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| possibleCapabilityCount | 7 | Unavailable | 7 | 0 | unavailableno_public_frozen_evidence |
| rawValues | Structured | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| scoreMetric | ai-stack-control-score | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| stateValues | Structured | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
flat since prior snapshot
No component moved since the prior snapshot.
Source trail
Has consumer distributioncapability consumer distribution · observed Jul 1, 2026, 12:00 AM UTCpartial85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
Operates data centerscapability data centers · observed Jul 1, 2026, 12:00 AM UTCpartial85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
Designs siliconcapability designs silicon · observed Jul 1, 2026, 12:00 AM UTCyes85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
Fabricates siliconcapability fabricates silicon · observed Jul 1, 2026, 12:00 AM UTCno85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
Quality flags: provenance_locator_missing
Open primary evidence ↗Produces frontier modelscapability frontier models · observed Jul 1, 2026, 12:00 AM UTCpartial85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
Operates a public GPU cloudcapability GPU cloud · observed Jul 1, 2026, 12:00 AM UTCyes85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
Publishes open model weightscapability open weights · observed Jul 1, 2026, 12:00 AM UTCpartial85% confidence
- Source
- Verified Company Investor Relations
- Grade
- B
- Freshness
- unknown
- Locator
{}
More in Companies
Revenue, CapEx, balance sheets, and control of the AI stack.
Cumulative closed primary equity funding from Epoch AI. Debt, secondary sales, discussions, cancelled rounds, and valuations are excluded.
Latest Epoch AI records explicitly scoped to the full company; division, role, contractor, and missing-scope values remain outside the leaderboard.