agents benchmark
ZClawBench Leaderboard
ZClawBench evaluates Claw-style agent task execution quality on complex multi-step coding tasks in real-world environments.
Updated Sep 5, 2026
Models4
Model coverage4
MetricScore
EvidenceB
ZClawBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score64.30% | Percentile100.00% | Participants4 | EvidenceC | Evaluated |
| Rank02 | ModelZA | Score57.60% | Percentile66.67% | Participants4 | EvidenceC | Evaluated |
| Rank03 | ModelAC | Score53.40% | Percentile33.33% | Participants4 | EvidenceC | Evaluated |
| Rank04 | ModelAC | Score52.60% | Percentile0.00% | Participants4 | EvidenceC | Evaluated |
ZClawBench Highlights
The leading models and scores on this benchmark.
ZClawBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for ZClawBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is ZClawBench?
What ZClawBench measures and how its scores work.
ZClawBench is an agents benchmark for evaluating Claw-style agent task execution quality.
It measures a model's ability to autonomously complete complex multi-step coding tasks in real-world environments using the Score metric, reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- ZClawBench
- 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 ZClawBench.
Which model scores highest on ZClawBench?
Qwen3.7 Max is currently ranked first with 64.30%.
What are the top three models on ZClawBench?
The current leaders are Qwen3.7 Max (64.30%), GLM-5V-Turbo (57.60%), and Qwen3.6-27B (53.40%).
Which ZClawBench model has the lowest official input price?
Qwen3.6-35B-A3B has the lowest matched official input price at $0.25 input / $1.5 output per 1M tokens.
Which models are fastest among ZClawBench 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.