Web Bench

A benchmark and leaderboard for comparing AI web browsing agents across thousands of real-world tasks.

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webbench.ai
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Quick facts
What is it A benchmark and leaderboard for comparing AI web browsing agents across thousands of real-world tasks.
Pricing Unknown
Platform Web Application
Best for Comparing the performance of different AI web browsing models, Developing and testing new autonomous agent architectures
Domain registered 2025

Data updated Aug. 1, 2026

What does Web Bench do?

Web Bench is a standardized testing ground for AI agents that browse the web. It provides a massive dataset of 5,750 tasks spread across 452 different websites. These tasks are designed to test an agent's ability to perform real-world actions, from reading and extracting information to more complex operations like logging into accounts, filling out forms, and downloading files. It's essentially a report card for how well different AI models can navigate and interact with the modern web.

The benchmark is split into two main evaluation types: an autonomous benchmark for fully independent agents and a copilot benchmark for AI assistants that work with human guidance. The platform features a public leaderboard that ranks models from various organizations, including Anthropic, OpenAI, and Skyvern, based on their overall performance score. You can filter results by category and view detailed run logs to see exactly how each agent performed on specific tasks.

This tool is most useful for AI researchers, developers, and companies building or evaluating web automation agents. It provides a neutral, data-driven way to compare the capabilities of different models head-to-head. If you're choosing an AI agent for a project that requires web interaction, Web Bench offers concrete evidence of which one handles real websites most effectively.

#ai agents#ai benchmark#dataset#evaluation#open source#research#web browsing

Key features

What makes it stand out
01
A dataset of 5,750 real-world web browsing tasks across 452 websites
02
Public leaderboard ranking AI agents from different organizations by performance score
03
Two benchmark types: fully autonomous agents and human-guided copilots
04
Filterable results by task category (Overall, Read Tasks, Write Tasks)
05
Direct links to view detailed results and logs for each model's test runs

Who is Web Bench for?

Who benefits most from this tool
Comparing the performance of different AI web browsing models
Developing and testing new autonomous agent architectures
Reproducible academic research on AI agent capabilities

Trust & presence

Domain Domain registered 2025

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