E Ratings update: Championship, 3 Feb 2019

Here is the latest update of the E Ratings and how they predict the rest of the season will pan out. The rating system is explained here, but in a nutshell it’s based on the combined quality of chances that clubs create and allow, rather than their results.

The attack rating broadly equates to how many goals’ worth of chances a team would create against an average opponent (so higher is better), with the defence rating equivalent to the chances they’d be expected to allow (so lower is better). The overall rating is the difference between the two – effectively the average expected goal difference per match – so a positive number is good and a negative one is bad.

The graphic below lists each club in descending order of their overall E Rating and shows how this – along with their individual attack and defence ratings – has changed over the past 30 league matches. The red and green arrows indicate how the overall rankings have moved in the past month and the numbers in brackets show the ranks for each team’s attack and defence ratings.

Despite their defeat at the weekend, Leeds remain the top-rated side in the division, although it’s Sheffield United rather than new league leaders Norwich who look to be their closest rivals here. The current bottom four in the actual league table are also the standout four worst performers here, with Ipswich‘s ratings continuing to sink worryingly.

Predicting the rest of the season

Below I’ve used each club’s current ratings and those of their remaining opponents to predict how the rest of the season could play out. Each of the remaining fixtures has been simulated thousands of times, using the current E Ratings to generate probabilities for where each club will finish.

This graphic shows the cumulative probability of where each club could end up, in descending order of average points won. You can think of the ordering of the teams down the left hand side as a “best guess” of the final league table, with the coloured bars showing the relative likelihood of each club ending up in a certain section of the table:

Leeds remain title favourites but the other two members of the current top three look capable of running them close. Derby‘s recent decline (visible in the first chart) means that the final play-off place is increasingly up for grabs, and with the model also not convinced by Bristol City this season there could still be time for Aston Villa to make a late promotion dash.