GapPenalty is an option for SequenceAlignment and related functions that gives the additional cost associated with each gap corresponding to a run of insertions or deletions.
GapPenalty->p specifies that the similarity of sequences should have an amount p subtracted for every run of insertions or deletions needed to align the sequences.