How reliable are the star ratings on these kits?

Treat them as a useful but imperfect signal. The kits here cluster around 4.6 to 5.0 stars, but several have very few reviews, and Amazon ratings are demonstrably gameable. We gave the most weight to kits combining a high average with a large review count.