4/ It becomes quite hard to gather evidence of the crime when the President can just issue blanket pardons to those with knowledge in his or her administration.
If congress goes ahead with impeachment, then the President can just go to SCOTUS and say: “Congress can't impeach a president without evidence” thereby nullifying the only check the legislative branch has on the executive.