RealWorldShop: leaderboard
Metric: Session success rate (%): share of simulated shopping sessions that end in a grounded, actionable purchase decision (Kimi-K2.6 user simulator, at most 30 assistant turns); higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 71 |
| 2 | Kimi K2.6 | 67 |
| 3 | DeepSeek V3.2 | 56 |
| 4 | Qwen 3.5 27B | 55 |
| 5 | Qwen 3.5 35B A3B | 53 |
| 6 | GPT-4o | 38 |
| 7 | Gemini 2.5 Flash | 38 |
Interactive version: theaggregate.ai/benchmark?slug=realworldshop · How It Works · Data refreshed daily, snapshot 2026-10-02.