This video is from 2008. It shows the corded vacuum cleaner enabling the highest possible cleaning power.
Here is the battery powered vacuum cleaner vacuuming an entire room. The large canister enables the vacuum to carry enough battery power to thoroughly clean for at least 20 minutes.
These videos show the new vacuum performing some detailed cleaning. Your typical round robots cannot do this.