Wear Comfortable Workout Clothes. The best thing you can wear for a CrossFit workout is something comfortable and no cotton. You will sweat, and if you're wearing cotton, then your clothes will turn into a sponge and get really heavy. Wear something that you're comfortable in, but avoid baggy t-shirts and shorts.