Have you measured the resistance of the bake element?
I am a homeowner. No idea how to do that.
You need to pull the bake element and meter it for resistance with an ohm meter ...... most likely if bake doesn't work but broil does, the element is your issue
However there is ALWAYS a possibility that the relay board could be at fault
best way to tell is meter the element