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.
SWE-bench_Verified · swe bench % resolved
- Source
- Hugging Face eval result
- Version
- Not reported
- Measurement date
- 2026-03-10
- Metric
- % · Higher is better
- Evaluation scope
- Registered model evaluation · SWE-Bench official evaluation
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.
MiniMax M2.5
minimax/minimax-m2.5-20260211
75.8%
View modelEvidence Evidence class unreported