agents benchmark
SkillsBench
SkillsBench evaluates coding agents on self-contained programming tasks, measuring practical engineering skills across diverse software development scenarios.
Updated Aug 7, 2026
Published models7
Registry coverage7
MetricScore
EvidenceB
SkillsBench leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | AC | 70.2% | 100.0% | 7 | C | |
| 2 | AC | 59.2% | 83.3% | 7 | C | |
| 3 | TE | 55.3% | 66.7% | 7 | C | |
| 4 | AC | 54.9% | 50.0% | 7 | C | |
| 5 | AC | 48.2% | 33.3% | 7 | C | |
| 6 | AC | 45.7% | 16.7% | 7 | C | |
| 7 | AC | 28.7% | 0.0% | 7 | C |
Score distribution
Top published rows on the benchmark's original scale.
SkillsBench highlights
The top published results on this benchmark's own scale.
What is SkillsBench?
Definition and scoring fields from the benchmark registry.
SkillsBench evaluates coding agents on self-contained programming tasks, measuring practical engineering skills across diverse software development scenarios.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- SkillsBench
- Modality
- text
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- skillsbench|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about SkillsBench.
Which model scores highest on SkillsBench?
Qwen3.8 Max is currently ranked first with 70.2%.
What does SkillsBench measure?
SkillsBench evaluates coding agents on self-contained programming tasks, measuring practical engineering skills across diverse software development scenarios.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
7 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.