Yes. Your trip will definitely cost more during high season. Across the globe, flights are often more expensive during the Christmas/New Years season. Hotels, especially in Phuket, increase prices by anywhere from 30% to 100%. It's much harder to get great deals during high season, and nearly impossible to get deals between the end of December and the beginning of January.