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Terminal-Bench 3.0

Progress Over Time

Interactive timeline showing model performance evolution on Terminal-Bench 3.0

State-of-the-art frontier
Open
Proprietary

Terminal-Bench 3.0 Leaderboard

3 models
ContextCostLicense
1
Zhipu AI
Zhipu AI
753B1.0M$1.40 / $4.40
2500K$2.00 / $6.00
31.0M$0.75 / $3.75
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About this benchmark

What is Terminal-Bench 3.0?

Terminal-Bench 3.0 is a release of the Terminal-Bench benchmark that tests AI agents' ability to operate a computer via the terminal on real-world, end-to-end tasks.

Terminal-Bench 3.0 is a text benchmark evaluating models on reasoning, agents, code, and tool calling tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.2, with the leader at 0.3.

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

Current leaders

GLM-5.3 from Zhipu AI currently leads the Terminal-Bench 3.0 leaderboard with a score of 0.283 across 3 evaluated AI models.

1GLM-5.3Zhipu AI28.3%
2Grok 4.6xAI26.0%
3Gemini 3.7 FlashGoogle14.9%

FAQ

Common questions about the Terminal-Bench 3.0 benchmark and leaderboard.

What is the Terminal-Bench 3.0 benchmark?

Terminal-Bench 3.0 is a release of the Terminal-Bench benchmark that tests AI agents' ability to operate a computer via the terminal on real-world, end-to-end tasks.

What is the Terminal-Bench 3.0 leaderboard?

The Terminal-Bench 3.0 leaderboard ranks 3 AI models based on their performance on this benchmark. Currently, GLM-5.3 by Zhipu AI leads with a score of 0.283. The average score across all models is 0.231.

What is the highest Terminal-Bench 3.0 score?

The highest Terminal-Bench 3.0 score is 0.283, achieved by GLM-5.3 from Zhipu AI.

How many models are evaluated on Terminal-Bench 3.0?

3 models have been evaluated on the Terminal-Bench 3.0 benchmark, with 0 verified results and 3 self-reported results.

What categories does Terminal-Bench 3.0 cover?

Terminal-Bench 3.0 is categorized under reasoning, agents, code, and tool calling. The benchmark evaluates text models.

What's the difference between Terminal-Bench 3.0 and Terminal-Bench?

Terminal-Bench 3.0 is a variant of Terminal-Bench. See the Terminal-Bench leaderboard for the broader benchmark and per-model comparison.

What is the best open-source model on Terminal-Bench 3.0?

GLM-5.3 by Zhipu AI is the top-ranked open-source model on Terminal-Bench 3.0, with a score of 0.283 (rank #1).

Which model offers the best value on Terminal-Bench 3.0?

Among models scoring within 10% of the leader, GLM-5.3 from Zhipu AI is the cheapest, at $1.40 per million input tokens with a score of 0.283.

How recent are the Terminal-Bench 3.0 leaderboard results?

The Terminal-Bench 3.0 leaderboard was last updated in August 2026 and currently includes 3 evaluated models.