LLM Reference
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Terminal-Bench 2.0

Metric: % Tasks Completed (higher is better)Introduced: 2026

Second-generation terminal agent benchmark with 89 high-quality tasks spanning software engineering, machine learning, security, data science, and other real shell environments. High benchmark score alone doesn't make a model the right pick — weigh it against pricing, API availability, and release date.

Models ranked

28

tracked on this benchmark

Score band

82.7 – 10.1

best → lowest tracked

Snapshot trend

+20.90

Jun 9 → Jul 3 · 1 models

Leaderboard

Tracked models ranked by % Tasks Completed (higher is better).

Compare candidates

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 2.0 benchmark measure?

Second-generation terminal agent benchmark with 89 high-quality tasks spanning software engineering, machine learning, security, data science, and other real shell environments. On this page it ranks 28 tracked models where higher is better.

Is a higher Terminal-Bench 2.0 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 2.0 data?

This benchmark was last reviewed on May 21, 2026. The tracked score average moved +20.90 points across the last 3 snapshots.

Related benchmarks

Last reviewed: May 21, 2026

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