I'm a passholder, so I don't need the sunny day experience...but from past experience upon leaving the park is typically when individuals get their "raincheck" pass. I would call their customer service line.
Didn't use it
I got my "rain check" upon leaving the park after a brief haggle with Guest Services
rainy day
Good luck
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