Car speedometers can legally be out my 10%, most are out by more. Now don't go trying to argue that last ticket, it's your responsibility.
The last time I checked my cycle computer, I went to the local high school track, and checked the accuracy of the computer against the 400m track. I forget the difference, but I had decided that it was close enough.