I benchmarked TimesFM 3.0, Chronos-2 and Toto 2.0 on market time series. None beat simple baseline. [P]

I may be naive, but I've been curious whether the recent wave of time-series foundation models can actually extract useful predictive signals from financial markets. Models like Google's TimesFM 3.0, Amazon's Chronos-2,