The Evolution of Time Series Forecasting: A Comprehensive Comparison of Prophet, NeuralProphet, TimeGPT, and Chronos

The field of predictive analytics is currently undergoing a fundamental transformation as traditional statistical methodologies give way to high-capacity neural networks and large-scale foundation models. Time series forecasting, a critical…