Several outlets have reported on the best robot vacuums of 2026, with some listing their top picks after testing numerous models. The number of models tested varies, with reports ranging from over 10 to 47, and the number of top recommendations also differs, from 4 to 8. It appears that some of the highly-rated robot vacuums are currently on sale, although the specific models and rankings are not consistent across all reports.