Benchmarks

MMLU

Knowledgeunit % · normalized over [40, 97]

57-subject multiple-choice knowledge. Largely saturated at the frontier.

#ModelSourceScoreNormalized

Score distribution

286 tracked results across the normalization window

4097

Score vs. parameters

Open-weights models, log-x params