[mothered]

They are also randomly generated with random letters (both cases), numbers, and symbols. Any password above 12 characters is going to take a long time to crack without the hash.

Provided the algorithm doesn't contain any form of character consistency (sequential string/text, numeric, special characters of the same type), then a given automated tool will certainly suffice.