The latest OpenClaw AI Agent Benchmark, developed by MyToken, ranks Claude Opus 4.6 as the leading model with a 93.3% success rate in real-world agent tasks. The benchmark evaluates AI coding agents based on their ability to complete tasks accurately, using success rate as the primary metric. Arcee AI's Trinity model follows closely with a stable average success rate of 91.9%. The benchmark covers 23 task categories, including file operations, content creation, and system tool invocation, reflecting typical developer use cases. Other notable models in the top ten include OpenAI's GPT-5.4 and several from the Qwen series, highlighting their potential for cost-effectiveness. The benchmark is fully open and reproducible, allowing for independent verification and testing.