Which open-weight time series forecasting models get downloaded most
A daily read of Hugging Face's top 5,000 models, focused on time series forecasting models, the models that predict future values from a history of numbers, such as demand or prices: the most downloaded, new uploads in the top 5,000, which families they belong to, and who makes them.
The most-downloaded open-weight time series forecasting models
Ranked by downloads over the last 30 days. Fine-tuned versions count; most format conversions and re-uploads are left out. Counts include automated fetches, which lift models that tools and test suites pull by default. How models are placed is explained under About this data.
New time series forecasting models in the top 5,000
Uploaded to Hugging Face in the last six months with at least 25 likes or a trending score of 10, ranked by downloads over the last 30 days. Most format conversions and re-uploads are left out.
Downloads by model family
Share of downloads of time series forecasting models in Hugging Face's top 5,000 on Oct 2, 2026, grouped by the family named at the start of the repo name and leaving out most format conversions and re-uploads.
Share of downloads by maker
Each repo counts under the account that uploaded it, leaving out most format conversions and re-uploads. The amazon and autogluon accounts both upload Chronos repos with the same names, so downloads can move between them. Change is in percentage points since Jul 4, 2026.
Licences of the most-downloaded time series forecasting models
As declared on each repo, leaving out most format conversions and re-uploads.