Mastering Time Series Forecasting with Morai
30M downloads. Salesforce's Moirai just became the standard for time series forecasting.

Why it matters
Moirai is a production-ready forecasting model with significant adoption (30M+ HF downloads) and benchmark wins. Practitioners building demand planning, anomaly detection, or financial forecasting pipelines should evaluate it against proprietary alternatives.
The key facts
11 to knowSalesforce Moirai: time series forecasting + anomaly detection
30M+ downloads on Hugging Face
Top rankings across multiple time series benchmarks
Development started 2023, now industry-leading
Open-weight model availability (Hugging Face distribution)
Moirai: Salesforce time-series forecasting model
30+ million Hugging Face downloads
Top rankings on time-series benchmarks
Development began 2023; now production-ready
Includes anomaly detection capability
Customer feedback validates adoption
Go to the source
Salesforce Newsroomsalesforce.com
Publisher excerpt: Salesforce’s Moirai model predicts the future. It is designed for time series forecasting, which involves forecasting future patterns with anomaly detection as well. Since development began in 2023, Moirai has become an industry-leading model with over 30 million downloads on Hugging Face and top…