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Amazon's Chronos-2 Revolutionizes Forecasting with Universal Application

Amazon has introduced Chronos-2, an original and groundbreaking time series foundation model that redefines forecasting by extending capabilities from traditional univariate predictions to universal applications. This innovative model employs in-context learning to proficiently manage univariate, multivariate, and covariate-informed forecasting tasks in a zero-shot manner. Chronos-2 demonstrates superior performance against current benchmarks, streamlining production workflows and delivering enhanced accuracy for intricate real-world challenges such as cloud resource management and retail demand. Now available as open-source, it provides powerful probabilistic forecasting functionalities.

calendar_today 2025-10-20 attribution www.amazon.science/blog

Introducing Chronos-2: From univariate to universal forecasting

Amazon introduces Chronos-2, a groundbreaking time series foundation model that revolutionizes forecasting by moving beyond univariate predictions to universal applications. This innovative model leverages in-context learning to seamlessly handle univariate, multivariate, and covariate-informed forecasting tasks in a zero-shot manner. Chronos-2 significantly outperforms existing models on benchmarks, simplifying production pipelines and enabling more accurate predictions for complex real-world scenarios like cloud resource management and retail demand. Now open-source, it offers robust probabilistic forecasting capabilities.
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