benchmarks.bio

AI agent biology leaderboards: results versions

Start with current V1 results. V0 is historical. These versions use different evaluation sets and aggregation rules; scores are not directly comparable.

Current V1

Current V1: clean-v1 reruns and updated evaluation sets, currently tested on fewer frontier models. The overall view allows at most two missing capability benchmarks and weights observed scores by configured evaluation counts. BioSecBench-Refusal never contributes to Capabilities; it is reported separately under Safeguards.

42 model-and-harness rows · data updated 2026-11-05

Historical V0

Legacy V0 with broader historical model coverage. Available benchmark scores are equally weighted; missing scores are excluded rather than treated as zero.

45 model-and-harness rows · data updated 2026-10-09

Sources and benchmark pages

URL migration

Paths now match displayed versions: legacy V0 moved from /results/v1/ to /results/v0/, and current V1 moved from /results/v2/ to /results/v1/. Old versioned URLs are not maintained or redirected; update saved links and integrations. See the explicit version labels above.