Theresa May is clearly the best qualified to negotiate with the EU. She has tons of experience in securing deals, she knows how to get things done in Brussels. And she'll get some sympathy capital to start, as someone who campaigned to remain.
Boris and Gove both have very little experience in EU negotiations, in addition to being seen as hostile (both of them) and untrustworthy (Boris).