FEV-Bench - WQL: leaderboard
FEV-Bench full-suite time-series forecasting win rate under the WQL metric.
Metric: Win Rate (%). Source: huggingface.co. 32 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Timestral-209M | 89.77 | |
| 2 | t0-gamma | 87.19 | |
| 3 | timesfm-3 | 83.97 | |
| 4 | Chronos-2 | 76.52 | |
| 5 | Toto-2.0-2.5B | 75.16 | |
| 6 | timeh2o-v1-tiny | 74.61 | |
| 7 | t0-beta | 74.45 | |
| 8 | TiRex-2 | 71.58 | |
| 9 | Toto-2.0-22m | 68.13 | |
| 10 | TiRex | 65.52 |
Interactive version: theaggregate.ai/benchmark?slug=fev-bench-wql · How It Works · Data refreshed daily, snapshot 2026-10-20.