Bagless canister vacuums offer several advantages. Firstly, they eliminate the need for purchasing and replacing disposable bags, making them more cost-effective in the long run. Additionally, the transparent dust bins in bagless models allow you to see when it's time to empty them. Bagless canister vacuums also tend to have more powerful suction and advanced filtration systems for better cleaning performance.