I have never found the service from Amazon to be anything but superb.

Ordering an 8 way extension and receiving a bath mat was quite amusing. A parcel seemingly lost in the ether was a bit perplexing and some of the delivery attempted type things (as can also happen with couriers other than Amazon Logistics) can be downright dishonest...

In fairness, I'd rate them as usually very reliable though.