BOOM: leaderboard
BOOM evaluates time-series foundation models on observability and production telemetry forecasting with CRPS and MASE metrics.
Metric: Average Rank (lower is better). Source: huggingface.co. 23 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | toto_2.0_2.5b | 3.88 | |
| 2 | toto_2.0_1b | 3.96 | |
| 3 | toto_2.0_313m | 4.26 | |
| 4 | toto_2.0_22m | 5.53 | |
| 5 | Toto-Open-Base-1.0 | 6.94 | |
| 6 | toto_2.0_4m | 7.17 | |
| 7 | chronos_2 | 7.39 | |
| 8 | timesfm_2_5_200m | 7.7 | |
| 9 | moirai_1.1_base | 10.4 | |
| 10 | moirai_1.1_large | 10.74 |
Interactive version: theaggregate.ai/benchmark?slug=boom · How It Works · Data refreshed daily, snapshot 2026-10-20.