Which entrance to Niagara Falls State Park should I use to avoid crowds?

Use the Goat Island entrance instead of the main Prospect Point one. Goat Island is usually less crowded, drops you right by the American Falls and Bridal Veil Falls with a short walk, and parking can be easier. Prospect Point funnels everyone to the visitor center, Maid of the Mist ticket booth, and observation tower.