if your calves are hurting you are probably going too fast. slow down
and stretch and stretch and stretch, and not just attempts at stretches, proper stretches that you hold for at least 10 or 20 seconds
and warm up and warm down
and stretch and stretch
most important to stretch after a run when muscles are tighter.