Several outlets have published lists of the best vacuum cleaners, with some focusing on specific types such as upright or stick vacuums. The recommendations vary, with some outlets testing dozens of models and others highlighting specific brands like Dyson and Shark. The top vacuum cleaner models are not consistently ranked across the different lists, suggesting multiple options may be well-suited for different users.