Benchmarks / Coding

Terminal-Bench Science-AA

Terminal-Bench Science (AA): scientific-computing terminal tasks; pass rate.

31models
–Open Index weight
–last updated

Terminal-Bench Science-AA

Higher is better · best effort per model

Chart settings
31 of 31 selected

full table below

#ModelEffortScoreCost / taskHarness
1GPT-6 Astramax63.3%––
2Opus 5.5xhigh61.9%––
3GPT-6.1 Solmax58.1%––
4Sonnet 5.5max53.3%––
5Fable 5.1max43.3%––
6GPT-6 Solmax30.0%––
7Opus 5max28.6%––
8GPT-5.6 Solmax22.4%––
9Haiku 5.5max20.0%––
10GPT-5.6 Terramax13.8%––
11Qwen 3.8 Maxmax11.9%––
12Muse Spark 1.3max11.0%––
13Gemini 3.8 Flashhigh10.0%––
14Grok 4.7high9.5%––
15GLM 5.3max9.5%––
16DeepSeek V4.1 Flashmax9.0%––
17GPT-6 Lunamax8.6%––
18Grok 4.6high6.2%––
19MiMo V2.6 Pro–5.7%––
20DeepSeek V4 Pro 0813max5.7%––
21GLM 5.3 Flashmax4.8%––
22MiMo V2.6 Flash–4.3%––
23GPT-5.6 Lunamax3.3%––
24Step 5 Preview–2.4%––
25Qwen 3.8 27Bmedium1.0%––
26MiniMax M3–0.5%––
27K2 Horizon 375B A23B–0.0%––
28Inkling Small–0.0%––
29Inklingxhigh0.0%––
30Gemini 3.5 Flash-Litehigh0.0%––
31Muse Glimmer (High)high0.0%––