"Game Time" is definitely more appropriate than "Play Time". You could say "now it's time to play some games". If you will be playing games in your class, say every Tuesday, you could refer to Tuesday as "Game Day." Hope this helps.

I think “Game Time” would be more suitable than “Play Time”.