FEV-Bench - WQL — leaderboard
Metric: Win Rate (%). Source: huggingface.co. 29 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Chronos-2 | 81.82 |
| 2 | Toto-2.0-1B | 81.14 |
| 3 | Toto-2.0-2.5B | 80.93 |
| 4 | Toto-2.0-313m | 78.96 |
| 5 | TiRex-2 | 77.75 |
| 6 | Toto-2.0-22m | 72 |
| 7 | TiRex | 70.93 |
| 8 | TabPFN-TS-3 | 69.82 |
| 9 | TimesFM-2.5 | 69.5 |
| 10 | citras-fm | 63.79 |
Interactive version: theaggregate.ai/benchmark?slug=fev-bench-wql · How the rankings work · Data refreshed daily, snapshot 2026-07-22.