WebChoreArena - Admin: leaderboard
WebChoreArena (Miyai et al., 2025) tasks on the shopping site's admin panel: tedious web chores that stress memory and calculation. Scored as task success rate (%); higher is better. Rows are browsing-agent frameworks with their models.
Metric: Task success rate (%). Source: webchorearena.github.io. Saturation forecast: Rough model projection: around 2026. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | BrowserGym + gemini-2.5-pro-preview-03-25 | 50 | |
| 2 | AgentOccam + gemini-2.5-pro-preview-03-25 | 42.4 | |
| 3 | AgentOccam + claude-3-7-sonnet-20250219 | 28.8 | |
| 4 | BrowserGym + claude-3-7-sonnet-20250219 | 26.5 | |
| 5 | AgentOccam + gpt-4o-2024-05-13 | 4.5 | |
| 6 | BrowserGym + gpt-4o-2024-05-13 | 2.3 |
Interactive version: theaggregate.ai/benchmark?slug=webchorearena-admin · How It Works · Data refreshed daily, snapshot 2026-11-12.