TimeGPT vs TiDE: Is Zero-Shot Inference the Future of Forecasting or Just Hype?

Foundational models: A comprehensive comparison of TimeGPT and TiDE in time series forecasting

This post was co-authored with Rafael Guedes.

Introduction

Forecasting is one of the core domains of Artificial Intelligence (AI) in academic research and industrial applications. In fact, it is probably one of the most ubiquitous challenges we can find across all industries…