Lyft is more popular with the college crowd. It will pick up in September. You'll see more pool rides than line rides. Personally I only accept pool rides during a surge. Uber doesn't penalize you for low acceptance rates, but they do if you accept and then cancel on the pax.
You'll be lucky to make $2 per shift in tips with Uber. Other than that, it's all the same.