We have had several events there. You will likely have to kick people out of the pavillion. Not a big deal - no one has even been mean about it.
I've been to a party there. It was early, around 10am on a Sunday morning. Not too crowded, but this was in November. Party was fun and the mom didn't have to plan any party games, because the kids loved the playground.