WMW (World Models in Words) — leaderboard
Metric: Traceâans. consistency (self-reported). Source: benchmarklist.com. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 91 |
| 2 | GPT-5.5 | 88 |
| 3 | GPT-4o | 83 |
| 4 | InternVL3-78B | 80 |
| 5 | GPT-4o Mini | 78 |
Interactive version: theaggregate.ai/benchmark?slug=wmw-world-models-in-words · How the rankings work · Data refreshed daily, snapshot 2026-07-22.