After all, it was at Murrayfield that the All Blacks were supposed to be setting a new world record of consecutive test wins among tier one nations.
Lock Sam Whitelock has confirmed the match video was tough to watch.
"There were a number of things and it wasn't just one person or one area. There were a number of things that accumulated and definitely didn't help our overall game,'' he told media in Edinburgh.
"There are some big learnings for us coming out of it - obviously we didn't play the way that we'd like to and we know we can, so we went over a number of things and carried on from there really.''
Coach Steve Hansen gave his forwards a blast before the Argentina match in Buenos Aires in the recent Rugby Championship for what he considered substandard work, especially at the breakdown area, in the previous test against the Springboks in Dunedin.
If he remains consistent, his pack will get another this week. His complaints in September were about a lack of aggression in the cleanout area which meant slow ball and a subsequent lack of time and space for his backs. What followed at La Plata was one of the most complete performances of the year from his team.
This time he has already identified the set piece as being below par, according to Whitelock.
"Our set piece was very poor and that just didn't give us an opportunity to attack at all so it's something we've got to make sure we nail over the next few weeks.''
The cleanout could also do with a clean-up, with Hansen already highlighting the Scottish pack's size. There is still a question mark over big Sale lock Richie Gray, who has an ankle injury, but Hansen's words could be just the challenge the All Blacks' pack need to lift their game.
If they don't the very least they can expect is another painful video session.