agents benchmark
SWE Atlas - Test Writing
SWE Atlas - Test Writing evaluates a model's ability to author meaningful tests for real-world software projects, measuring how well agents can understand code and produce correct, useful test coverage.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
SWE Atlas - Test Writing Ranking
Higher score ranks better on this benchmark.
| 01 | MI | 30.8% | 100.0% | 1 | C |
SWE Atlas - Test Writing Highlights
The leading models and scores on this benchmark.
What is SWE Atlas - Test Writing?
What SWE Atlas - Test Writing measures and how its scores work.
SWE Atlas - Test Writing evaluates a model's ability to author meaningful tests for real-world software projects, measuring how well agents can understand code and produce correct, useful test coverage.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- SWE Atlas - Test Writing
- Modality
- text
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- swe-atlas-test-writing|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about SWE Atlas - Test Writing.
Which model scores highest on SWE Atlas - Test Writing?
MiniMax M3 is currently ranked first with 30.8%.
What does SWE Atlas - Test Writing measure?
SWE Atlas - Test Writing evaluates a model's ability to author meaningful tests for real-world software projects, measuring how well agents can understand code and produce correct, useful test coverage.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 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.