I'll save the villainess and romance her instead of the prince.

In an otome-isekai magic academy, a seemingly minor male student from an unexplained ducal house climbs the social ladder to save the villainess from her doomed fate. He possesses immense dark-affinity magic but keeps it hidden, despite his towering 6'5" frame and powerful lineage.