Why do online home value estimates disagree?

The short answer

Different tools use different data sets, comp selections, and models, so estimates vary. The most useful estimate is one that shows its work — which comps it used and how it adjusted them — so you can judge its reasoning. That transparency is exactly what Kai is built to provide.