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Loading the latest published snapshot and its supporting evidence.
LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Trailing-12-month OpenAlex-indexed AI research activity for a small reviewed institution universe. This is not a measure of total research output, research quality, or organizational capability.
| Rank | Entity | Signal | OpenAlex AI research activity score | Confidence | N | 7D | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 01 | Microsoftinstitution | 97.1 | 100% | 392 | Why this rank | ||||
| 02 | Amazoninstitution | 88.0 | 100% | 411 | Why this rank | ||||
| 03 | NVIDIAinstitution | 84.1 | 100% | 180 | Why this rank | ||||
| 04 | IBMinstitution | 77.8 | 100% | 210 | Why this rank | ||||
| 05 | Google DeepMindinstitution | 75.0 | 100% | 92 | Why this rank | ||||
| 06 | OpenAIinstitution | 71.8 | 100% | 93 | Why this rank | ||||
| 07 | Metainstitution | 55.8 | 100% | 84 | Why this rank | ||||
| 08 | Allen Institute for AIinstitution | 39.1 | 100% | 42 | Why this rank | ||||
| 09 | Hugging Faceinstitution | 8.8 | 100% | 5 | Why this rank | ||||
| 10 | Mistral AIinstitution | 5.3 | 100% | 8 | Viewing why |
Historical data is not available for this snapshot yet.
Ranks a reviewed institution universe using trailing-365-day OpenAlex AI work and current citation signals.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| normalizedScores | Structured | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| openAlexInstitutionId | I4390039361 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| openalex ai citations per work current | — | 10% | 0 | 1 | available |
| openalex ai work citations current |
|---|
| — |
| 35% |
| 0 |
| 1 |
| available |
| openalex ai works t12m | — | 55% | 5.273 | 1 | available |
|---|
| rawValues | Structured | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| scopeLabel | OpenAlex-indexed AI research activity | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| weights | Structured | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| windowEndExclusive | 2026-07-27 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| windowStartInclusive | 2025-07-27 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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