As was stated, there are many factors, but I can give me recent experience. I have 6 4x20 panels (It think 6).. Anyway, the temp out here in So Cal has been 78-81 the last week. Cloudy till noon. My pool is sitting at 88. Neighbors pool at 74 (no solar). So it's very possible to get the water temp above the ambient outside temp.