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IT Services Circle
IT Services Circle
Mar 15, 2026 · Artificial Intelligence

How PinchBench Ranks OpenClaw AI Agents Across Real‑World Tasks

The article explains OpenClaw’s rapid rise and the emerging on‑site installation business, introduces the open‑source PinchBench benchmark that evaluates large language models as OpenClaw agents on 23 real‑world tasks, presents recent ranking results, and provides step‑by‑step instructions for running the benchmark and submitting results.

AI AgentLarge Language ModelOpenClaw
0 likes · 5 min read
How PinchBench Ranks OpenClaw AI Agents Across Real‑World Tasks
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 13, 2026 · Artificial Intelligence

Nvidia’s New OpenClaw‑Optimized Model Cracks Top‑5 on PinchBench – Free to Use

Nvidia’s open‑source Nemotron‑3‑Super model achieves an 85.6% success rate on the PinchBench OpenClaw benchmark, ranking in the top five (the only open‑source entry), and the article explains its architecture, quantization, training pipeline, performance numbers, usage options, and practical limitations.

AI coding agentMoENVFP4
0 likes · 10 min read
Nvidia’s New OpenClaw‑Optimized Model Cracks Top‑5 on PinchBench – Free to Use
PaperAgent
PaperAgent
Mar 9, 2026 · Artificial Intelligence

Which LLM Wins the Agent Benchmark? PinchBench Success, Speed, and Cost Rankings Revealed

PinchBench evaluates 32 mainstream large language models on success rate, execution speed, and cost for real‑world agent tasks, highlighting top performers like Gemini‑3‑flash‑preview, MiniMax‑M2.1, and Kimi‑K2.5, and explains why traditional AI benchmarks no longer predict agent effectiveness.

Execution SpeedLLM benchmarkOpenClaw
0 likes · 4 min read
Which LLM Wins the Agent Benchmark? PinchBench Success, Speed, and Cost Rankings Revealed