How reliable are Amazon ratings for choosing a model kit?

They're a useful starting signal but not a verdict. Amazon averages are gameable and our dataset lacks independent expert or specialist-community corroboration for these specific kits, so we weight high review counts (1,000+) more than a high average on a thin sample, and we recommend cross-checking build threads on hobby forums before committing to an expensive kit.