Given that all mobs with NoAI survive despite unordinary environmental conditions, tadpoles should not die out of water if they have NoAI set to true.

This is NOT a duplicate of MC-249201 because this has nothing to do with the resistance effect.

To reproduce, type this command while standing out of water.

/summon minecraft:tadpole ~ ~ ~ {NoAI:1b,Age:0}