Vending-Bench — leaderboard
Tests long-term coherence in AI agents managing a simulated vending machine business - ordering, inventory management, pricing. Ranked by mean net worth across runs.
Metric: Net Worth ($). Source: andonlabs.com. Status: saturation imminent. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Grok 4 | 4694.15 |
| 2 | Gemini 3 Pro | 4387.93 |
| 3 | GPT-5 | 3578.9 |
| 4 | Claude Sonnet 4.5 | 2465.02 |
| 5 | GPT-5.1 | 2379.88 |
| 6 | Claude 3.5 Sonnet | 2217.93 |
| 7 | Claude Opus 4 | 2077.41 |
| 8 | O3 | 1843.11 |
| 9 | Gemini 2.5 Pro (Preview 03-25) | 789.34 |
Interactive version: theaggregate.ai/benchmark?slug=vending-bench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.