News · Yahoo Finance

H2O.ai's TimeH2O Beats Mistral, Google, and Amazon in Time-Series Forecasting

H2O.ai has released TimeH2O-v1, an open-weight time-series foundation model that ranks first of 32 models on the fev-bench leaderboard, with a 91.9% win rate and a skill score of 50.8 across 100 forecasting tasks. Timestral-209M follows at a 89.6% win rate and t0-gamma at 88.1%, and the model's forecast error is 50.8% lower than the seasonal-naive baseline's. The model works zero-shot, reading each series' history without training on any fev-bench dataset, and the company says these results were as of October 23, 2026. TimeH2O-v1 has 108 million parameters and handles univariate series as well as series with covariates such as price, promotions, or weather. Organizations can fine-tune it on their own data and infrastructure for greater accuracy in their domain.

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AMZN

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Amazon

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MarketUS stocks
SectorConsumer Discretionary
IndustryBroadline Retail
Market cap$2.7T
Close on 10/23/2026248.04
Change that session-0.93%
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