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Harness benchmark

How well does the model solve real tasks?

Quality on real agent and chat tasks – the model must handle real tasks with tools and multiple steps. Scored by success rate and task points achieved.

🎯 Success rate🏆 Task points🔧 Tool use🧠 real tasks
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Metric:
Size
#Model / MakerMetricsGPU / CPU / RAMRuntime
1Gemma-4-26B-A4B-it26BGoogle Harness benchmarkTool Usage Standard 1.0
2.701 Pkt
90,6% · 16/16 Aufg. · 118,0 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMopenclaw_cli
2Qwen3.6-27B27BQwen (Alibaba) Harness benchmarkTool Usage Standard 1.0
1.220 Pkt
40,9% · 16/16 Aufg. · 1.036,0 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw
3Qwen3.6-27B27BQwen (Alibaba) Harness benchmarkTool-Parcours Dossier 40 V1.0
2.267 Pkt
38,0% · 38/40 Aufg. · 10.331,0 s
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionAMD Ryzen 9 9950X 16-Core Processor · 92 GB RAMvLLMgodclaw