The numbers and data has been crunched to assess how the table will shape up this term, in a division which arguably more competitive than ever.
Using a Soccer Power Index (SPI) and analysing data from over 500,000 matches clubs in leagues across the world, teams have been given a defensive and attacking rating to assess their strength.
Leagues are then simulated to arrive at how the table will look at the culmination of the campaign.
So how does the FiveThirtyEight supercomputer see things shaping up? Look no further for their final League One standings for 2022-23 campaign...
21. Barnsley - 4th
Predicted points at end of season: 76 Predicted goal difference: +20 Photo: Pete Norton
22. Ipswich - 3rd
Predicted points at end of the season: 80 Predicted goal difference: +26 Picture: Ashley Allen/Getty Images Photo: Ashley Allen
23. Sheffield Wednesday - 2nd
Predicted points at end of the season: 85 Predicted goal difference: +35 Picture: Jacques Feeney/Getty Images Photo: Jacques Feeney
24. Derby County - 1st
Predicted points at end of season: 89 Predicted goal difference: +41 Photo: George Wood