精选理由
想看看哪个模型最擅长完成真实世界的复杂任务？Agent Arena用百万任务和因果追踪方法给出了答案，比普通基准更贴近实际。
Agent Arena排行榜基于全球社区提交的百万级真实长周期智能体任务，评估模型在执行复杂工作流时的表现。模型可调用网页搜索、文件系统和终端工具。排行榜采用因果追踪方法，衡量模型相对于平均模型的性能差异。该基准为智能体任务提供了可量化的对比标准。
原文 · lmarena.ai
Check out the Agent Arena leaderboard to see the details: https://t.co/qNgm4b5vwT In Agent Arena, w...
Check out the Agent Arena leaderboard to see the details: arena.ai/leaderboard/ag… In Agent Arena, we measure models on millions of real-world, long-horizon agentic tasks from a global community of users. Models can access web search, filesystem, and terminal tools to complete complex workflows. The leaderboard measures model performance on outcomes relative to the average model using a causal tracing methodology. 💬 1 🔄 0 ❤️ 5 👀 1308 📊 1 ⚡