agents benchmark
DeepSWE 1.0 pass@1 benchmark as reported by Artificial Analysis using provider-specific harness runs.
Updated Aug 11, 2026
Higher score ranks better on this benchmark.
| 01 | XA | 62.0% | 100.0% | 1 | C |
The leading models and scores on this benchmark.
What DeepSWE 1.0 measures and how its scores work.
DeepSWE 1.0 pass@1 benchmark as reported by Artificial Analysis using provider-specific harness runs.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
Common questions about DeepSWE 1.0.
Grok 4.5 is currently ranked first with 62.0%.
DeepSWE 1.0 pass@1 benchmark as reported by Artificial Analysis using provider-specific harness runs.
Yes. Higher values rank better for this benchmark.
1 model results are currently shown.
No. This benchmark is shown for reference but does not contribute to the overall score.