LLM Benchmarks — Scores, Methodology & Live Rankings

What each benchmark measures, how models score, and the current rankings

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Most tested benchmarks

Ranked by how many models have tracked scores — open a benchmark for its full live ranking.

RGB Closed-Book 1 model tested · latest result 03.10.2026 51% RGB Fact-Check (Error Correction) 1 model tested · latest result 03.10.2026 34% RGB Negative (Abstention) 1 model tested · latest result 03.10.2026 85.6% SQuAD (M/A Grounding Score) 1 model tested · latest result 03.10.2026 23.4% SQuAD (Utility Accuracy) 1 model tested · latest result 03.10.2026 83.4%

SQuAD (M/A Grounding Score)

Grounding Hallucination

SQuAD (M/A Grounding Score) - grounding-quality score on the SQuAD grounding setup (M/A = missing/answerable items) as run in the AA eval-framework on the Ko...

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SQuAD (Utility Accuracy)

Grounding Hallucination

SQuAD (Utility Accuracy) - answer/utility accuracy on the SQuAD grounding setup as run in the AA eval-framework on the Kolibri card.

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RGB Closed-Book

Grounding Hallucination

RGB Closed-Book - row of the RGB hallucination-detection suite (closed-book setting) as printed on the Kolibri card in AA eval-framework setup.

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RGB Negative (Abstention)

Grounding Hallucination

RGB Negative (Abstention) - negative-query abstention rate of the RGB hallucination-detection suite as printed on the Kolibri card.

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RGB Fact-Check (Error Correction)

Grounding Hallucination

RGB Fact-Check (Error Correction) - fact-check/error-correction row of the RGB hallucination-detection suite as printed on the Kolibri card.

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