Sometimes in Atlas Fishing, both players will end the game having caught the same number of fish, but there can only be one winner. In this case, the win will go to the player who tapped on the final fish first (say that ten times fast).
Please note that due to latency and differences in internet speeds, it may appear as though the player who lost was faster.