Model results

SWE-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

Use Verified as a historical shared-agent reference. Start with the locked public SWE-bench Pro V2 protocol for contemporary repository issue repair.

Historical Verified with mini-SWE-agent; preserve each imported suite and harness. Imported groups below may use different protocols; this review does not certify each run. OpenAI stopped reporting Verified after finding task defects and memorized solutions. Its 59.4% defect finding concerns 138 selected difficult tasks, not the full 500-task set. Imported Epoch runs have their own protocol.

Publisher results OpenAI audit of SWE-bench Verified

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SWE-bench Verified

Source: XingChen-AGI model card
Version: Not reported
Measurement date: Not reported
Metric: points · Higher is better
Evaluation scope: Publisher model-card report; measurement date and metric unit unreported. SWE-agent; temperature 1.0, top_p 0.95, repetition_penalty 1.05, 210K context. Run count unspecified.

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
75 points
View modelEvidence model-card-reported