FEV-Bench - SQL: leaderboard

FEV-Bench full-suite time-series forecasting win rate under the SQL metric.

Metric: Win Rate (%). Source: huggingface.co. 32 models tracked.

Top models

#ModelScoreOverall rank
1Timestral-209M90.84
2t0-gamma89.61
3timesfm-384.35
4Chronos-278.1
5timeh2o-v1-tiny77.32
6t0-beta75.65
7TiRex-274.45
8Toto-2.0-2.5B73.71
9TiRex66.97
10Toto-2.0-22m66.26

Interactive version: theaggregate.ai/benchmark?slug=fev-bench-sql · How It Works · Data refreshed daily, snapshot 2026-10-20.