Never do that. Even on a calm day most people caravan from Miami or the keys with 1 or 2 other boats. Its a 3 hour ride from Islamorada to Bimini.
We used to go to Bimini from Homestead when fishing in a 28’ Bertram. The biggest challenge other than the weather is crossing the gulf stream without getting pushed up to Ft Lauderdale somewhere.