It's probably time to divide the bulbs. Also, alliums reseed massively, so if you don't deadhead, they may be more crowded than you suspect. Mark the bulb places, wait until the foliage begins to die back and divide. A little bit of bone meal might help too.

Thanks I'll give that a try.