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Terminal-Bench

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

Reviewed recommendation and limits

Start with Terminal-Bench 4.0 for terminal-based agent work. Compare the same task release, agent and resource settings.

Terminal-Bench 4.0.0 on Harbor. Preserve agent, model, reasoning effort, task resources, trial count and resolution-rate uncertainty. Earlier 2.0, 2.1 and 3.0 results remain separate.. Imported groups below may use different protocols; this review does not certify each run. Public solutions, reward hacking and task-specific tuning can inflate results. Earlier editions and vendor-reported runs do not establish the current reviewed protocol. Terminal completion is different from repository issue repair.

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terminal-bench · terminalbench 4

Source
Hugging Face eval result
Version
Not reported
Measurement date
2026-09-10
Metric
% · Higher is better
Evaluation scope
Registered model evaluation · DeepSeek-V4.1-Flash model card

Positions are withheld because at least one result lacks explicit independent provenance or a documented evaluation scope. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

  1. DeepSeek V4.1 Flash

    deepseek/deepseek-v4.1-flash-20260910

    31.2%

    View modelEvidence Evidence class unreported
Terminal-Bench model results | VibeLeaderboard