How reliable are the star ratings on these wardrobes?

Use them as one input, not a verdict. The strongest signals here come from the portable racks with 1,600–1,900 reviews, while most wooden armoires have only 80–330 reviews, which is a thinner, more easily skewed sample. We found no independent expert testing to cross-check these averages, so we weighted volume and consistency and kept overall scores conservative.