The big bugs in Florida are often referred to as Palmetto bugs, which are a type of American cockroach. These large insects are common in the warm, humid climate of Florida and can grow up to two inches in length. Despite their intimidating size, they are relatively harmless to humans but are considered pests due to their tendency to invade homes.