I would recommend first deciding off of your impression from visitations. Speak to PIs if possible, by zoom or otherwise, and ask questions. I would recommend the program that offers more groups you are interested in. There is a possibility for things to not work out with your group of choice. This advice is based off of the advice of my friends who are 3rd+ year students.