Model results

Terminal-Bench

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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 2.1

Source: XingChen-AGI model card
Version: 2.1
Measurement date: Not reported
Metric: points · Higher is better
Evaluation scope: Publisher model-card report; measurement date and metric unit unreported. terminus-2; temperature 0.8, top_p 0.95, repetition_penalty 1.05, max_tokens 64K, 24-hour timeout. Average over three runs.

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.

Xing4.0-29B-A4B
xingchen-agi/xing4.0-29b-a4b-20261015
57.5 points
View modelEvidence model-card-reported