Are Amazon star ratings reliable for running shoes?

Treat them as one signal, not the verdict. A 4.6-star average across tens of thousands of reviews (as with several Under Armour models here) is informative, but Amazon ratings are gameable and often blend walking and casual use with running. Cross-checking against independent testing labs and specialist running communities gives a more honest picture of on-run performance.