agents benchmark
SWE-Atlas
SWE-Atlas is a software engineering benchmark focused on debugging, evaluating a model's ability to localize and fix bugs in real-world codebases.
Updated Aug 11, 2026
Models2
Model coverage2
MetricScore
EvidenceB
SWE-Atlas Ranking
Higher score ranks better on this benchmark.
| 01 | BY | 35.2% | 100.0% | 2 | C | |
| 02 | BY | 30.6% | 0.0% | 2 | C |
SWE-Atlas Score Distribution
A closer view of the leading scores on this benchmark.
SWE-Atlas Highlights
The leading models and scores on this benchmark.
What is SWE-Atlas?
What SWE-Atlas measures and how its scores work.
SWE-Atlas is a software engineering benchmark focused on debugging, evaluating a model's ability to localize and fix bugs in real-world codebases.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- SWE-Atlas
- Modality
- text
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- swe-atlas|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about SWE-Atlas.
Which model scores highest on SWE-Atlas?
Seed 2.1 Pro is currently ranked first with 35.2%.
What does SWE-Atlas measure?
SWE-Atlas is a software engineering benchmark focused on debugging, evaluating a model's ability to localize and fix bugs in real-world codebases.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
2 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.