You can check who caught the biggest fish from each fishery in the Fish Ranking.
You can see any available fish at each fishing spot, the score of the biggest catch and the angler who caught it.
By choosing the Show Ranking option, you can compare each fish to the ones you've caught.
There is no special reward for catching the biggest fish.