statistics – Computing Significance of Cumulative Improvement Between Test Variants

Given a test with two variants (A and B), entrants of the test are randomly assigned into a variant with equal probability. A function exists to compute the score of any entrant i.

How can one compute the confidence that: the total scores of members in A being greater than or equal to the total score for B is significant?