The NHTSA found a 40% safety improvement when comparing Teslas with Autopilot to Teslas without. I wouldn't put a huge amount of stock in the exact number, but because one group never uses Autopilot and the other offers a realistic view of when people actually do use Autopilot, it seems like enough to say "Yes, Autopilot makes cars safer in aggregate."