Larger laptop form factor provides better sustained performance due to better cooling, as well as larger batteries.

Also, even though you can run Android apps and Linux containers these days, Chrome OS is still built around using the browser in a way Android is not. Your phone has to balance the needs of the browser against other demands and apps.