I have an 870 and an M1. Never had a problem with either of them, but I would think it would be a lot harder for a pump to fail than a semi-auto. Either way you go they are both great guns, but you cannot beat the reliability of a pump.
*my M1 is a field model intended for hunting/target purposes. My 870 now serves as my HD gun.