Look this is absolutely not reflective of them as modes of transportations but Car Songs >>> Bike Songs.

I'm not saying there AREN'T great Bike Songs but the scale comes into it just overwhelmingly. For every Bicycle by Queen that you could argue is as good as both Baby Driver and Fun Fun Fun combined, there's still an entire Ford Econoline and another entire Fast Car both standing up to it singlehandedly.