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knowledge benchmark

OmniScience (non-hallucination rate)

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

Updated Aug 11, 2026

Models1
Model coverage1
MetricScore
EvidenceB

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OmniScience (non-hallucination rate) Ranking

Higher score ranks better on this benchmark.

1 rows
Columns

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01XAGrok 4.5xAI46.0%100.0%1BAug 11, 2026

OmniScience (non-hallucination rate) Highlights

The leading models and scores on this benchmark.

Rank #1Grok 4.546.0%

What is OmniScience (non-hallucination rate)?

What OmniScience (non-hallucination rate) measures and how its scores work.

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

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
OmniScience (non-hallucination rate)
Modality
text
Primary category
knowledge
Score direction
higher
LLMBoard eligible
No
Evaluation key
omniscience-non-hallucination-rate|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about OmniScience (non-hallucination rate).

Which model scores highest on OmniScience (non-hallucination rate)?

Grok 4.5 is currently ranked first with 46.0%.

What does OmniScience (non-hallucination rate) measure?

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

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

1 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.