> maybe Zillow is just no good at predicting housing prices.

You can spot check the historical “Zestimate” for a few homes over a few years and notice the drastic spikes and troughs where the inaccurate Zillow price was instantly corrected after a real market event. Overall their modeling is wrong, but still useful.