You can see from the green arrows that the northeastern monsoons blows from the Western Pacific Ocean. That generates heavy rains from November to April. Gulf of Thailand destinations get heavy rain, rough seas and stronger winds. Underwater visibility suffers as well.
But across of the Peninsula in the Andaman visibility is 30 meters and seas are calm.