Are the clots any different than the ones caused by COVID-19 itself? Do we know for sure it's just the AZ vaccine and not the body's reaction to the spike prot

Are the clots any different than the ones caused by COVID-19 itself? Do we know for sure it's just the AZ vaccine and not the body's reaction to the spike protein(that is, other vaccines should face the same issue).