Peavine Falls, Alabama. Peavine Falls is an approximately 65 foot tall, spring fed waterfall in Oak Mountain State Park. Peavine Falls has more water in it after a heavy rain. It is a steep climb in and out of the waterfall if you want to see the front and to play in the pool of water below. The water is cold, so be prepared.