no, because a lot of bot service run on botnets, made out of hacked regular residential computers, routers and so on. They will feel a bit more sluggish, but it won't cost the botnet authors that much more.

On the other side, an amount of work reasonable for modern desktop will absolutely overwhelm an older cell phone.