I note Brown has some advice on this subject:
Please do not assume that your admission chances are improved by applying under the Early Decision plan. The Board of Admission makes the same decisions under Early Decision that it would under the Regular Decision plan.
So this really should be just about whether one of these colleges is your clear favorite, and if you are comfortable committing without seeing what other offers you might get.