On the same flash, rechargeable NiMH batteries tend to work better than alkalines. This is because NiMH is capable of supplying large current to recharge the flash capacitors. Can't remember the actual physics but believe it's due to resistance rising significantly higher in alkalines when they are hot, hence current is reduced.
Heard something like that too.