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Terminal-Bench 2.1

Metric: Score (higher is better)

Terminal-Bench 2.1 is an agentic terminal coding benchmark measuring model performance on complex terminal-based programming tasks requiring multi-step reasoning and tool use. An updated version of Terminal-Bench 2.0. High benchmark score alone doesn't make a model the right pick — weigh it against pricing, API availability, and release date.

Models ranked

11

tracked on this benchmark

Score band

88.8 – 59.5

best → lowest tracked

Snapshot trend

+13.20

Jun 30 → Jul 9 · 1 models

Leaderboard

Tracked models ranked by Score (higher is better).

Compare candidates
#ModelScore

How to read this benchmark

This benchmark scores models where higher is better. Scores are useful for directional filtering and shortlisting — not for universal quality ranking. Prefer benchmarks closest to your workload, then validate the linked model pages for pricing, context window, and provider availability.

Trust this score when

  • There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
  • The model list covers the same version family you can actually deploy today.
  • Top candidates overlap with your required routing and feature requirements.

Be cautious when

  • There is only one benchmark snapshot or the dataset appears stale.
  • The benchmark metric direction is opposite of your decision objective.
  • The score difference between options is narrow and likely within implementation variance.

FAQ

What does the Terminal-Bench 2.1 benchmark measure?

Terminal-Bench 2.1 is an agentic terminal coding benchmark measuring model performance on complex terminal-based programming tasks requiring multi-step reasoning and tool use. An updated version of Terminal-Bench 2.0. On this page it ranks 11 tracked models where higher is better.

Is a higher Terminal-Bench 2.1 score always better?

For this benchmark, higher is better. A high score helps you shortlist, but confirm pricing, context window, and provider availability on each model page before committing — the top scorer is not always the right pick for your workload or budget.

How current is this Terminal-Bench 2.1 data?

This benchmark was last reviewed on May 28, 2026. The tracked score average moved +13.20 points across the last 3 snapshots.

Last reviewed: May 28, 2026

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