LABBench 2
Evaluation of biology research tasks.
- Category
- Knowledge
- Unit
- Percent (%)
- Higher is better
- Comparison groups
- 3total
- All model rankings (records) · Ranked results: 4
All model rankings (records)
These rankings are recalculated by comparison group including legacy models and models unavailable in Claude Code / Codex. They differ from the rankings above because the set of models differs.
Show rankings including legacy and unavailable models (entries: 4)
official results (Gemini 4 Argon model card)
| Rank | Model | effort | Score | Source cost (metric) | measured/reported by | source |
|---|---|---|---|---|---|---|
| 1 | Gemini 4 Argon | not stated | 88.8% | — | Gemini 4 Argon model cardRetrieved 2026-11-12 · Vendor-reported value. Self-reported by Google (model card, as of 2026-10). thinking setting not statedSource excerptLABBench 2 | 88.8% |
official results (Gemini 3.8 Flash model card)
| Rank | Model | effort | Score | Source cost (metric) | measured/reported by | source |
|---|---|---|---|---|---|---|
| 1 | Gemini 3.8 Flash | not stated | 86.2% | — | Gemini 3.8 Flash model cardRetrieved 2026-11-12 · Vendor-reported value. Self-reported by Google (model card, as of 2026-09). thinking setting not statedSource excerptLABBench2 | 86.2% |
official results (Gemini 3.7 Flash model card)
| Rank | Model | effort | Score | Source cost (metric) | measured/reported by | source |
|---|---|---|---|---|---|---|
| 1 | Gemini 3.7 Flash | not stated | 82.1% | — | Gemini 3.7 Flash model cardRetrieved 2026-11-13 · Vendor-reported value. Table in the Google model card. methodology PDF (deepmind.com/models/evals-methodology/gemini-3-7-flash): All of the results are run with the Gemini API ... with default sampling settings unless indicated otherwise. Gemini computed in-houseSource excerptLABBench2 Biology real-world research tasks | 82.1%Location Gemini 3.7 Flash model card Evaluation table, LABBench2 row, Gemini 3.7 Flash column. In-house computation basis: methodology PDF, Scientific Reasoning / LABBench2 | |
| 2 | Gemini 3.6 Flash | not stated | 76.1% | — | Gemini 3.7 Flash model cardRetrieved 2026-11-13 · Vendor-reported value. Table in the Google model card. methodology PDF (deepmind.com/models/evals-methodology/gemini-3-7-flash): All of the results are run with the Gemini API ... with default sampling settings unless indicated otherwise. Gemini computed in-houseSource excerptLABBench2 Biology real-world research tasks | 76.1%Location Gemini 3.7 Flash model card Evaluation table, LABBench2 row, Gemini 3.6 Flash column. In-house computation basis: methodology PDF, Scientific Reasoning / LABBench2 |