End of summer the waterfall is a trickle only and the park is completely crowded. Sometimes even the park entry need to be closed.
Year round destination. Best in May and June when the waterfall is at its peak due to the melted snow. Temperatures are perfect for hiking. July and August crowded. September is nice as well.