How reliable are these rankings given limited expert reviews?

Be cautious. The picks below are driven primarily by Amazon verified-purchase ratings and review counts because the supplied data contained no independent testing labs, expert publishers, or specialist-community discussion. Amazon ratings are informative but gameable, so treat high star averages on low review counts especially carefully.