AppWorld Normal — leaderboard
Interactive coding agent benchmark simulating 9 everyday apps (email, calendar, Spotify, etc.) with 457 APIs and 750+ test scenarios. Normal difficulty split.
Metric: Task Goal Completion (%). Source: appworld.dev. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 14B | 86.9 |
| 2 | GPT-4.1 | 73.2 |
| 3 | Qwen 2.5 32B | 72.6 |
| 4 | GPT-4o | 68.5 |
| 5 | GPT-4 Turbo | 32.7 |
| 6 | Llama 3 70B | 24.4 |
Interactive version: theaggregate.ai/benchmark?slug=appworld-normal · How the rankings work · Data refreshed daily, snapshot 2026-07-22.