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Terminal-Bench-Science 0.1

Progress Over Time

Interactive timeline showing model performance evolution on Terminal-Bench-Science 0.1

State-of-the-art frontier
Open
Proprietary

Terminal-Bench-Science 0.1 Leaderboard

2 models
ContextCostLicense
1
OpenAI
OpenAI
1.1M$10.00 / $50.00
2
Anthropic
Anthropic
1.0M$10.00 / $50.00
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About this benchmark

What is Terminal-Bench-Science 0.1?

Terminal-Bench-Science 0.1 is a Stanford-led community benchmark of 70 tasks drawn from scientific research workflows across the life, physical, earth, mathematical, and engineering sciences. Tasks are authored and reviewed by scientists and researchers; scores are typically reported as accuracy with relatively large standard error due to strongly bimodal per-task outcomes.

Terminal-Bench-Science 0.1 is a text benchmark evaluating models on reasoning, general, agents, code, and tool calling tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.

Compare leaders on the best AI for reasoning, best AI for general, best AI for agents, best AI for code and best AI for tool calling leaderboards.

Current leaders

GPT-6 Astra from OpenAI currently leads the Terminal-Bench-Science 0.1 leaderboard with a score of 0.646 across 2 evaluated AI models.

1GPT-6 AstraOpenAI64.6%
2Claude Fable 5.1Anthropic52.6%

FAQ

Common questions about the Terminal-Bench-Science 0.1 benchmark and leaderboard.

What is the Terminal-Bench-Science 0.1 benchmark?

Terminal-Bench-Science 0.1 is a Stanford-led community benchmark of 70 tasks drawn from scientific research workflows across the life, physical, earth, mathematical, and engineering sciences. Tasks are authored and reviewed by scientists and researchers; scores are typically reported as accuracy with relatively large standard error due to strongly bimodal per-task outcomes.

What is the Terminal-Bench-Science 0.1 leaderboard?

The Terminal-Bench-Science 0.1 leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, GPT-6 Astra by OpenAI leads with a score of 0.646. The average score across all models is 0.586.

What is the highest Terminal-Bench-Science 0.1 score?

The highest Terminal-Bench-Science 0.1 score is 0.646, achieved by GPT-6 Astra from OpenAI.

How many models are evaluated on Terminal-Bench-Science 0.1?

2 models have been evaluated on the Terminal-Bench-Science 0.1 benchmark, with 0 verified results and 2 self-reported results.

What categories does Terminal-Bench-Science 0.1 cover?

Terminal-Bench-Science 0.1 is categorized under reasoning, general, agents, code, and tool calling. The benchmark evaluates text models.

What's the difference between Terminal-Bench-Science 0.1 and Terminal-Bench?

Terminal-Bench-Science 0.1 is a variant of Terminal-Bench. See the Terminal-Bench leaderboard for the broader benchmark and per-model comparison.

Which model offers the best value on Terminal-Bench-Science 0.1?

Among models scoring within 10% of the leader, GPT-6 Astra from OpenAI is the cheapest, at $10.00 per million input tokens with a score of 0.646.

How recent are the Terminal-Bench-Science 0.1 leaderboard results?

The Terminal-Bench-Science 0.1 leaderboard was last updated in September 2026 and currently includes 2 evaluated models.