It's mostly dependent on rates, mitigated by temperatures. Thus the greater the rate of precip, the more the run off, but the colder the temperatures, the less impact rates have. I can picture the curve in my head.
Of course greater precip intensity also increases friction which results in temperature increases. So if the rain comes in heavy it will help to raise temps.