Stat Attack

ELO League Table Projection

This page shows a projection of the league table based on current ELO scores - by calculating the percentage likelihood of each remaining match, an "expected points" score is assigned to each club's matches, and from that, their final expected points total for the season is estimated. Standard deviation from this expected points total is also calculated and displayed, to give a likely range of points values for each team.

Inspired by ClubELO.com, the ELO rating system is a method of calculating and comparing the relative strengths of teams in competition. For every match played, the ELO scores of the two teams are considered, and adjusted for other factors (such as home advantage), to calculate the likelihood of the match result. When the actual result of the game is known, the ELO score is adjusted accordingly, comparing the expected outcome of the game with the actual outcome - so a victory over Manchester United will be worth more points than one over Supermarine. The resulting ELO score can be used to compare the strengths of teams over time, and to project future results based on the current form of all teams.

Premier League

Final Points Projection

A projection of the likelihood of the number of points that each team will accumulate, based on ELO scores and 10,000 simulations of the remainder of the season - the initial bar shows the current points, then the lighter colours show the potential points range where each team may finish on - the darker the shade, the higher the likelihood of the team finishing on that number of points.

Final League Outcome Projection

A projection of the likelihood of the season's outcome for each team, based on ELO scores and 10,000 simulations of the remainder of the season.

Club ChampionsMidtableRelegation
ArsenalArsenal76.42% 23.58%
Manchester CityMan City23.54% 76.46%
LiverpoolLiverpool0.03% 99.97%
Aston VillaAston Villa 100.00%
ChelseaChelsea 100.00%
Manchester UnitedMan Utd0.01% 99.99%
BrentfordBrentford 100.00%
EvertonEverton 100.00%
Newcastle UnitedNewcastle United 99.99% 0.01%
Crystal PalaceCrystal Palace 99.99% 0.01%
AFC BournemouthBournemouth 99.97% 0.03%
Brighton and Hove AlbionBrighton 99.97% 0.03%
FulhamFulham 99.96% 0.04%
SunderlandSunderland 99.83% 0.17%
Nottingham ForestNottingham Forest 87.19% 12.81%
Leeds UnitedLeeds United 81.77% 18.23%
Tottenham HotspurTottenham 84.02% 15.98%
West Ham UnitedWest Ham United 43.21% 56.79%
BurnleyBurnley 3.03% 96.97%
Wolverhampton WanderersWolves 1.07% 98.93%

Final League Position Projection

A projection of the likelihood of where each team will finish in the table, based on ELO scores and 10,000 simulations of the remainder of the season.

Club 1234567891011121314151617181920
Club 1234567891011121314151617181920
ArsenalArsenal76.4 23.1 0.4 0.0 0.0
Manchester CityMan City23.5 70.7 4.7 1.0 0.1 0.0
LiverpoolLiverpool0.0 2.1 38.7 25.8 16.9 9.7 4.1 1.6 0.7 0.2 0.1 0.0 0.0
Aston VillaAston Villa 2.9 29.2 27.4 20.3 12.5 4.9 1.8 0.7 0.2 0.0
ChelseaChelsea 0.8 13.1 21.9 25.2 19.6 10.1 5.0 2.5 1.2 0.5 0.2 0.1
Manchester UnitedMan Utd0.0 0.3 12.7 18.0 21.9 22.2 13.4 6.5 3.2 1.3 0.4 0.2 0.0
BrentfordBrentford 0.0 0.7 2.5 5.8 11.6 18.5 18.1 14.9 11.1 8.7 4.8 2.6 0.6 0.2 0.0 0.0
EvertonEverton 0.0 0.3 1.9 4.3 9.1 14.1 15.8 15.3 13.5 10.9 7.8 4.7 1.7 0.4 0.1 0.0
Newcastle UnitedNewcastle United 0.1 0.6 1.9 5.4 11.3 14.9 16.0 15.1 12.4 10.2 7.2 3.6 1.1 0.2 0.1 0.0
Crystal PalaceCrystal Palace 0.1 0.6 1.9 4.8 10.7 13.0 13.5 14.2 13.7 11.8 8.4 4.6 2.0 0.5 0.1 0.0
AFC BournemouthBournemouth 0.0 0.1 0.9 2.0 5.0 8.3 11.3 13.3 15.6 16.0 14.2 9.0 3.3 0.9 0.1 0.0
Brighton and Hove AlbionBrighton 0.0 0.1 0.7 1.8 4.3 7.8 11.0 14.0 15.9 15.9 13.4 9.4 4.0 1.4 0.3 0.0
FulhamFulham 0.0 0.1 0.3 1.1 3.4 6.1 8.3 11.5 13.7 17.1 19.1 12.5 5.4 1.3 0.2 0.0
SunderlandSunderland 0.0 0.0 0.2 0.4 1.0 2.0 3.3 5.6 10.4 17.5 29.4 19.3 8.8 1.9 0.2
Nottingham ForestNottingham Forest 0.0 0.1 0.4 1.1 2.0 5.2 10.7 21.5 25.4 20.8 11.4 1.4 0.0
Leeds UnitedLeeds United 0.0 0.1 0.3 0.5 1.0 2.1 3.9 8.9 18.2 23.8 23.0 15.5 2.5 0.3
Tottenham HotspurTottenham 0.1 0.2 0.5 1.5 3.4 8.2 19.7 24.5 26.0 14.6 1.4 0.0
West Ham UnitedWest Ham United 0.0 0.1 0.1 0.4 1.3 4.9 12.3 24.2 46.1 9.6 1.0
BurnleyBurnley 0.0 0.1 0.7 2.2 7.9 52.5 36.6
Wolverhampton WanderersWolves 0.0 0.1 0.9 4.3 32.7 62.0

Final League Table Projection

A projection of the final league table, based on expected points calculated from ELO scores. The projected points range shows the likely range of points for each team – for example, Arsenal have a 90% chance of finishing between 74 and 87 points, a 50% chance of finishing between 78 and 84 points (this is the interquartile range), with their median expected points being 81.

Pos. Team Actual Projected Projected Points Range
P W D L Pts To Play Win % Draw % Loss % 90% range 50% range Exp. Pts
1 Arsenal Arsenal 29 19 7 3 64 9 54.4% 23.6% 22.0% 74 - 87 78 - 84 81
2 Manchester City Man City 29 18 6 5 60 9 52.3% 24.7% 23.0% 69 - 83 74 - 79 76
3 Liverpool Liverpool 29 14 6 9 48 9 56.9% 23.1% 20.0% 59 - 72 63 - 68 66
4 Aston Villa Aston Villa 29 15 6 8 51 9 44.1% 24.7% 31.2% 58 - 72 62 - 68 65
5 Chelsea Chelsea 29 13 9 7 48 9 43.9% 25.3% 30.7% 55 - 69 59 - 65 62
6 Manchester United Man Utd 29 14 9 6 51 9 32.2% 25.8% 42.0% 55 - 69 59 - 65 62
7 Brentford Brentford 29 13 5 11 44 9 36.0% 25.4% 38.5% 50 - 63 53 - 59 56
8 Everton Everton 28 12 7 9 43 10 31.8% 25.0% 43.2% 48 - 62 52 - 58 55
9 Newcastle United Newcastle United 29 11 6 12 39 9 45.5% 24.5% 30.0% 47 - 60 51 - 56 53
10 Crystal Palace Crystal Palace 28 10 8 10 38 10 40.8% 25.8% 33.4% 46 - 60 50 - 56 53
11 AFC Bournemouth Bournemouth 29 9 13 7 40 9 33.2% 26.0% 40.8% 45 - 58 48 - 54 51
12 Brighton and Hove Albion Brighton 29 9 10 10 37 9 41.8% 25.7% 32.5% 44 - 57 48 - 53 51
13 Fulham Fulham 29 12 4 13 40 9 29.5% 25.4% 45.1% 44 - 57 47 - 53 50
14 Sunderland Sunderland 29 10 10 9 40 9 17.5% 21.2% 61.3% 41 - 53 44 - 49 46
15 Nottingham Forest Nottingham Forest 29 7 7 15 28 9 39.6% 26.3% 34.1% 34 - 48 38 - 44 41
16 Leeds United Leeds United 28 6 10 12 28 10 32.8% 26.6% 40.6% 33 - 48 37 - 43 40
17 Tottenham Hotspur Tottenham 29 7 8 14 29 9 32.2% 25.3% 42.6% 34 - 47 37 - 43 40
18 West Ham United West Ham United 29 7 7 15 28 9 23.7% 24.2% 52.1% 31 - 43 34 - 39 36
19 Burnley Burnley 29 4 7 18 19 9 27.2% 25.3% 47.4% 23 - 35 26 - 31 28
20 Wolverhampton Wanderers Wolves 30 3 7 20 16 8 34.9% 26.1% 39.0% 20 - 33 24 - 29 26