Is Amazon's star rating a reliable way to pick a power bank?

It's a useful signal but not a verdict. A 4.5-star average across tens of thousands of reviews is informative, but Amazon reviews are gameable, and several models here score well on Amazon while independent lab testing ranked them poorly for efficiency. Cross-checking against independent testers and specialist communities is the better approach.