Models

Agent Arena发布千万级智能体任务评测

Why we picked it

Agent Arena上线了千万级真实智能体任务排行榜,用因果追踪方法评估模型表现。

Agent Arena评测平台基于全球用户提供的数百万真实世界长期智能体任务。模型可使用网络搜索、文件系统和终端工具完成复杂工作流。

Image · lmarena.ai
Body

该排行榜使用因果追踪方法,测量模型相对于平均模型的表现结果。评测结果可在arena.

ai/leaderboard/ag查看。

Original · lmarena.ai

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. See the Agent Arena leaderboard details at: arena.ai/leaderboard/ag…📊 1 ⚡

Industry Coordinates & Source Verification

This report is categorized under AITOP's "Models" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows and US-China foundation model benchmarks and commercialization comparison. Key entities and technical topics under continuous tracking include Agent Arena, agents, leaderboards.

Source attribution: curated from lmarena.ai (@lmarena_ai).