Temperature can be significant. If you store a radio or flashlight in an arctic environment would like them to have runtimes of more than a few minutes, Alkalines are not for you.

Lithium batteries can be hazardous. Li-ion secondaries seem more prone to this, but even AA primaries can fail catastrophically.