Evaluations

Choose agents by workflow, not hype.

Decision guides, benchmark context, and comparison pages for open AI agents.

Decision matrix

Choose an open-source AI agent by workflow

Compare browser, coding, local, orchestration, and memory-heavy agent workflows before picking a project.

Best first page for search visitors asking which agent to try.
Comparison guide

OpenClaw vs browser-use vs OpenHands

A practical comparison for action agents, browser automation, and coding-agent workflows.

Useful when the visitor already has two or three candidate tools.
Best-of guide

Best open-source browser agents

A shortlist for builders evaluating agents that operate real websites.

Useful for broad discovery queries and buyer-guide style searches.
Benchmark context

What each signal is good for

SWE-bench

Repository-level coding-agent signal. Good for software tasks, weak for browser task automation.

WebArena

Website and web-app task signal. Useful when the agent must navigate browser workflows.

GAIA

General assistant-task signal. Helpful context, but not a replacement for your own workflow test.

Repo health

Stars, license, commits, docs, and source clarity still matter for open-source adoption.