AA Omniscience leaderboard
As of November 5, 2026, among the results listed here, inclusionAI Ling 3.0 Tiny has the highest reported AA Omniscience score, 69.5 (Thinking), published by inclusionAI, ahead of NVIDIA Nemotron 3 Super at 26.7. 4 models have a AA Omniscience result in our records.
Scores as the model makers published them, not re-run by us; each row links to its announcement.
Best reported score
69.5
Reported by inclusionAI, November 5, 2026 · Thinking
4 models ranked · 3 makers
| Rank | Model | Score | Setting | Reported by | Date |
|---|---|---|---|---|---|
| 1 | Ling 3.0 Tiny | 69.5 | Thinking | inclusionAI | November 5, 2026 (model release) · read from the maker's chart |
| 2 | Nemotron 3 Super | 26.7 | Not published | NVIDIA | August 11, 2026 (model release) |
| 3 | Muse Spark Open | 25 | xhigh | Meta | October 15, 2026 (model release) |
| 4 | Nemotron 3.5 Lightning | 17.5 | Not published | NVIDIA | August 11, 2026 (model release) |
How much to trust these numbers
- Source
- Reported by the model makers themselves. Not re-run by LLMBenchmark or anyone independent.
- Settings
- Settings differ between makers. Check the Setting column before comparing two scores.
- Spread
- 69.5 to 17.5 across 4 models.
- Freshness
- Newest result published November 5, 2026; oldest August 11, 2026.
- Charts
- Some values were read from charts in the announcements. Two independent readings had to match exactly.
What AA Omniscience measures
It asks models to answer questions across domains, assessing factual knowledge and hallucination tendencies; the results do not explain the numerical score. Source: AA-Omniscience: Evaluating Cross-Domain Knowledge