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Model results

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.

Publisher results Terminal-Bench 4.0 Leaderboard integrity policy Contributors
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Terminal-Bench

Source
Hugging Face OpenEvals
Version
Not reported
Measurement date
Not reported
Metric
% · Higher is better
Evaluation scope
Latest published official benchmark result aggregated by OpenEvals · result date not supplied

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. Qwen3.5 397B A17B

    qwen/qwen3.5-397b-a17b-20260216

    52.5%

    View modelEvidence Evidence class unreported

  2. GLM 5

    z-ai/glm-5-20260211

    52.4%

    View modelEvidence Evidence class unreported

  3. Step 3.5 Flash

    stepfun/step-3.5-flash

    51%

    View modelEvidence Evidence class unreported

  4. Qwen3.5-122B-A10B

    qwen/qwen3.5-122b-a10b-20260224

    49.4%

    View modelEvidence Evidence class unreported

  5. Kimi K2.5

    moonshotai/kimi-k2.5-0127

    43.2%

    View modelEvidence Evidence class unreported

  6. Qwen3.5-27B

    qwen/qwen3.5-27b-20260224

    41.6%

    View modelEvidence Evidence class unreported

  7. Qwen3.5-35B-A3B

    qwen/qwen3.5-35b-a3b-20260224

    40.5%

    View modelEvidence Evidence class unreported

  8. DeepSeek V3.2

    deepseek/deepseek-v3.2-20251201

    39.6%

    View modelEvidence Evidence class unreported

  9. Qwen3 Coder Next

    qwen/qwen3-coder-next-2025-02-03

    36.2%

    View modelEvidence Evidence class unreported

  10. Kimi K2 Thinking

    moonshotai/kimi-k2-thinking-20251106

    35.7%

    View modelEvidence Evidence class unreported

  11. GLM 4.7

    z-ai/glm-4.7-20251222

    33.4%

    View modelEvidence Evidence class unreported

  12. MiniMax M2

    minimax/minimax-m2

    30%

    View modelEvidence Evidence class unreported

  13. MiniMax M2.1

    minimax/minimax-m2.1

    29.2%

    View modelEvidence Evidence class unreported

  14. Kimi K2 0711

    moonshotai/kimi-k2

    27.8%

    View modelEvidence Evidence class unreported

  15. GLM 4.6

    z-ai/glm-4.6

    24.5%

    View modelEvidence Evidence class unreported

  16. Qwen3 Coder 480B A35B

    qwen/qwen3-coder-480b-a35b-07-25

    23.9%

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