Temperature: 65-80 and DRY. The dew point should be below 32F at all times (cold drinks should never have condensation.)
Obviously, a tailwind helps. For pure speed, I'll take a nice, straight, wide downhill with good pavement, low traffic, and an experienced rider to follow.