Terminal-Bench Science team

Terminal-Bench Science 0.1 — Life Sciences

AI agents tackle 19 life-science research workflows, the official Life Sciences subset of the 70-task benchmark.

biologymedicineneuroscienceecologycodetexttabularimage
Status
curated
Saturation
unknown
Reproduction
not yet
Published results
17 results

Published results

Official Life Sciences subset: 19 of 70 tasks, with three trials per task (57 trials per configuration). These are the authors’ published evaluations, not BioInspect runs. ± values are source-reported standard errors, not 95% confidence intervals. Download results JSON

ModelScoreVariantSource
GPT-6 Astra (max) · Codex59.6% resolution rate
± 6.5 pp SE
34/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-22
Opus 5.5 (max) · Claude Code54.4% resolution rate
± 6.6 pp SE
31/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-23
Fable 5.1 (max) · Claude Code38.6% resolution rate
± 6.4 pp SE
22/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Opus 5 (max) · Claude Code29.8% resolution rate
± 6.1 pp SE
17/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
GPT-5.6 Sol (max) · Codex17.5% resolution rate
± 5.0 pp SE
10/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Fable 5 (max) · Claude Code17.5% resolution rate
± 5.0 pp SE
10/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Gemini 3.8 Flash (high) · mini-SWE-agent14.0% resolution rate
± 4.6 pp SE
8/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Grok 4.7 (xhigh) · Grok Build12.3% resolution rate
± 4.3 pp SE
7/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-21
DeepSeek V4.1 Flash (max) · Codex10.5% resolution rate
± 4.1 pp SE
6/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
GLM 5.3 (max) · Claude Code10.5% resolution rate
± 4.1 pp SE
6/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Gemini 3.7 Flash (high) · mini-SWE-agent8.8% resolution rate
± 3.7 pp SE
5/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Opus 4.8 (max) · Claude Code7.0% resolution rate
± 3.4 pp SE
4/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
GPT-5.6 Terra (max) · Codex7.0% resolution rate
± 3.4 pp SE
4/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Kimi K3 (max) · Claude Code7.0% resolution rate
± 3.4 pp SE
4/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
Grok 4.6 (xhigh) · Grok Build7.0% resolution rate
± 3.4 pp SE
4/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
GPT-5.6 Luna (max) · Codex1.8% resolution rate
± 1.7 pp SE
1/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16
DeepSeek V4 Pro (max) · Codex0.0% resolution rate
± 0.0 pp SE
0/57 trials
v0.1 · Life Sciences · 19 tasks × 3 trialsTerminal-Bench Science official Life Sciences results
2026-09-16

Sources