It depends on the individual, as should be evident from reading the responses so far. I'm not a fan of knee warmers; they always slide down and have to be re-adjusted once or twice, per leg, within the first two miles. But I'll put on warmers maybe below 55, definitely below 50F. Somewhere between 40-45F I prefer to go to tights, heavier tights for colder weather.