Cameron said he would stand down by October after voters ignored his pleas to stay in the European Union and voted to leave the bloc in a referendum.
Ladbrokes quoted Johnson at evens, ahead of interior minister Theresa May at 3/1 and Justice Secretary Michael Gove at 5/1.