Ice should be cheaper than water. Pteranodons reduce into ice, have a nice open window to catch them on, and seem to be fairly common. Water seems to include pain and ritual sacrifice.

In all seriousness, collectable fishing for reduction is pure RNG. Botany and Mining are a bit of RNG with good opportunities for player manipulation.