agents benchmark
WildClawBench Leaderboard
WildClawBench is an agentic coding benchmark from InternLM/Claw-Eval that reports model performance on real-world tool-using development tasks.
Updated Oct 23, 2026
Models6
Model coverage6
MetricScore
EvidenceB
WildClawBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score71.00% | Percentile100.00% | Participants6 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score62.80% | Percentile80.00% | Participants6 | EvidenceC | Evaluated |
| Rank03 | ModelBY | Score61.70% | Percentile60.00% | Participants6 | EvidenceC | Evaluated |
| Rank04 | ModelTE | Score53.60% | Percentile40.00% | Participants6 | EvidenceC | Evaluated |
| Rank05 | ModelME | Score47.60% | Percentile20.00% | Participants6 | EvidenceC | Evaluated |
| Rank06 | ModelXI | Score43.00% | Percentile0.00% | Participants6 | EvidenceC | Evaluated |
WildClawBench Highlights
The leading models and scores on this benchmark.
WildClawBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for WildClawBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is WildClawBench?
What WildClawBench measures and how its scores work.
WildClawBench is an agentic coding benchmark from InternLM/Claw-Eval.
It measures overall model performance on real-world tool-using development tasks, reported as a Score ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- WildClawBench
- Modality
- text
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about WildClawBench.
Which model scores highest on WildClawBench?
Qwen3.8 Omni Flash is currently ranked first with 71.00%.
What are the top three models on WildClawBench?
The current leaders are Qwen3.8 Omni Flash (71.00%), Seed 2.1 Turbo (62.80%), and Seed 2.1 Pro (61.70%).
Which WildClawBench model has the lowest official input price?
Qwen3.8 Omni Flash has the lowest matched official input price at $0.15 input / $0.47 output per 1M tokens.
Which models are fastest among WildClawBench results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.