Study · Published 4 Nov 2026 · 8 min read
Do App Ratings Change Over Time?
0.9 Developer Tools, most volatile category
Star ratings aren't frozen in time — track how far an app's average score swings across its life, and which categories ride the wildest waves.
Developer Tools just won't sit still. Ratings there swing by 0.9 stars on average, the biggest movement of any category in this study. Games is the opposite story, barely budging at 0.2, the steadiest category in the whole dataset, which draws from 526,313 apps. Price turns out to be a red herring: paid apps swing 0.4 and free apps swing 0.4, identical.