The wreck occurred at Valley Boulevard and Westminster Avenue around 11:50 p.m. Thursday, authorities said.
Both motorcycle riders were reported to be in fair condition.
The intersection of Valley and Winchester was expected to be closed at least through mid-morning Friday, Alhambra police said.
Investigators said it's too soon to know if the two were racing.