Love it or loathe it, xG (expected goals) is becoming an increasingly prominent statistic in the modern game, with chance creation and data analysis proving a key indicator towards performances of teams such as Celtic, Rangers, Hearts and Hibs.
Used to measure the quality of a goal-scoring opportunity by quantifying the probability of a shot resulting in a goal, it gives each attempt at goal a value between 0 and 1, which is calculated based on factors like shot distance, angle, body part used, and the type of assist.
These xG values are used to then indicate an overall measure of how many goals they should have scored given the chances they've created. But which top-flight team is performing the best when it comes to xG?
Who is creating the most attacking threat compared to their rivals in the Scottish Premiership? And which side is making the most of the chances we create - and who is struggling to create chances, and/or finish them?
Here, we rank all 12 Scottish Premiership teams based on the xG performance - from 12-1.

9. Motherwell - 8.1
Motherwell have had an interesting start to the new campaign, drawing all five of their opening games. However, the Fir Park faithful can take heart from the fact they are creating plenty of chances with an xG of 8.1. If they start finding the target more regularly, the wins will surely come. | SNS Group Photo: SNS Group

10. Hearts - 8.2
The league's top goal-scorers with 12, Hearts are creating plenty of chances with an xG of 8.2, and scoring plenty. They're joint-top of the league for a reason, and Jambos fans will hope the trend continues. | Getty Images Photo: Getty Images

11. Celtic - 8.6
The champions have had a clinical start to the season in front of goal, scoring eight goals against an xG of 8.6 - the second highest xG in the division. | Getty Images Photo: Getty Images

12. Hibs - 8.7
The highest xG in the division is David Gray's Hibs at 8.7. They've been pretty clinical with it too, having scored eight goals so far this season. | SNS Group Photo: SNS Group

