Several outlets have published reviews of the best robot vacuums for 2026, with some focusing on specific features such as pet hair or self-emptying capabilities. The reviews are based on testing by editors and experts, with some outlets testing over 30 or 40 different models. The best robot vacuum of 2026 is being reported by multiple sources, but the top recommendation appears to vary depending on the outlet and their testing criteria.