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OmniScience (non-hallucination rate)

Progress Over Time

Interactive timeline showing model performance evolution on OmniScience (non-hallucination rate)

State-of-the-art frontier
Open
Proprietary

OmniScience (non-hallucination rate) Leaderboard

4 models
ContextCostLicense
1
Institute of Foundation Models
Institute of Foundation Models
375B——
2
Institute of Foundation Models
Institute of Foundation Models
32B——
3
Institute of Foundation Models
Institute of Foundation Models
36B——
4—500K$2.00 / $6.00
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About this benchmark

What is OmniScience (non-hallucination rate)?

OmniScience variant that reports the non-hallucination rate, defined as one minus the hallucination rate.

OmniScience (non-hallucination rate) is a text benchmark evaluating models on knowledge, reasoning, and science tasks. LLM Stats tracks 4 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.7.

Compare leaders on the best AI for knowledge, best AI for reasoning and best AI for science leaderboards.

Current leaders

K2 Horizon 375B-A23B from Institute of Foundation Models currently leads the OmniScience (non-hallucination rate) leaderboard with a score of 0.747 across 4 evaluated AI models.

1K2 Horizon 375B-A23BInstitute of Foundation Models74.7%
2K2 Horizon 32BInstitute of Foundation Models69.7%
3K2 Horizon MoVA 36B-A4BInstitute of Foundation Models69.2%

FAQ

Common questions about the OmniScience (non-hallucination rate) benchmark and leaderboard.

What is the OmniScience (non-hallucination rate) benchmark?

OmniScience variant that reports the non-hallucination rate, defined as one minus the hallucination rate.

What is the OmniScience (non-hallucination rate) leaderboard?

The OmniScience (non-hallucination rate) leaderboard ranks 4 AI models based on their performance on this benchmark. Currently, K2 Horizon 375B-A23B by Institute of Foundation Models leads with a score of 0.747. The average score across all models is 0.649.

What is the highest OmniScience (non-hallucination rate) score?

The highest OmniScience (non-hallucination rate) score is 0.747, achieved by K2 Horizon 375B-A23B from Institute of Foundation Models.

How many models are evaluated on OmniScience (non-hallucination rate)?

4 models have been evaluated on the OmniScience (non-hallucination rate) benchmark, with 0 verified results and 3 self-reported results.

What categories does OmniScience (non-hallucination rate) cover?

OmniScience (non-hallucination rate) is categorized under knowledge, reasoning, and science. The benchmark evaluates text models.

What's the difference between OmniScience (non-hallucination rate) and OmniScience?

OmniScience (non-hallucination rate) is a variant of OmniScience. See the OmniScience leaderboard for the broader benchmark and per-model comparison.

What is the best open-source model on OmniScience (non-hallucination rate)?

K2 Horizon 375B-A23B by Institute of Foundation Models is the top-ranked open-source model on OmniScience (non-hallucination rate), with a score of 0.747 (rank #1).

How recent are the OmniScience (non-hallucination rate) leaderboard results?

The OmniScience (non-hallucination rate) leaderboard was last updated in November 2026 and currently includes 4 evaluated models.