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.

EFL Sky Bet League Two

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 PromotionPlay-offsMidtableRelegation
WalsallWalsall38.23% 28.05% 33.37% 0.35%
Swindon TownSwindon31.67% 27.89% 39.99% 0.45%
GillinghamGillingham25.93% 27.09% 46.38% 0.60%
Salford CitySalford24.57% 26.71% 47.93% 0.79%
BarnetBarnet21.94% 24.91% 51.98% 1.17%
Cambridge UnitedCambridge United22.14% 24.87% 51.82% 1.17%
ChesterfieldChesterfield19.91% 25.17% 53.78% 1.14%
BromleyBromley19.35% 24.68% 54.73% 1.24%
Fleetwood TownFleetwood Town14.90% 22.01% 60.96% 2.13%
Grimsby TownGrimsby Town12.08% 20.00% 65.53% 2.39%
Notts CountyNotts County12.72% 20.26% 64.58% 2.44%
Bristol RoversBristol Rovers9.98% 18.17% 68.59% 3.26%
Crewe AlexandraCrewe Alexandra10.49% 18.00% 67.98% 3.53%
Crawley TownCrawley Town8.24% 16.47% 70.65% 4.64%
Colchester UnitedColchester United5.18% 12.51% 75.63% 6.68%
Tranmere RoversTranmere Rovers5.14% 11.64% 75.35% 7.87%
Oldham AthleticOldham Athletic4.38% 11.22% 76.22% 8.18%
Harrogate TownHarrogate Town3.95% 10.28% 76.96% 8.81%
BarrowBarrow3.10% 8.44% 75.93% 12.53%
Accrington StanleyAccrington2.07% 6.29% 75.82% 15.82%
Milton Keynes DonsMK Dons1.73% 6.38% 77.26% 14.63%
Shrewsbury TownShrewsbury Town1.34% 5.32% 72.47% 20.87%
Cheltenham TownCheltenham Town0.79% 2.78% 66.94% 29.49%
Newport CountyNewport County0.17% 0.86% 49.15% 49.82%

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 123456789101112131415161718192021222324
Club 123456789101112131415161718192021222324
WalsallWalsall16.7 11.7 9.9 8.8 7.3 6.1 5.8 4.7 4.2 4.1 3.2 3.2 2.6 2.3 1.9 1.7 1.5 1.2 1.0 0.8 0.6 0.4 0.3 0.0
Swindon TownSwindon12.3 10.4 9.0 8.0 7.0 7.0 5.9 5.4 4.7 4.9 3.9 3.5 3.2 3.0 2.5 2.0 1.8 1.8 1.2 0.9 0.6 0.6 0.3 0.1
GillinghamGillingham9.3 8.4 8.2 7.4 7.1 6.6 6.0 5.7 5.2 4.6 4.3 4.4 3.9 3.3 3.0 2.8 2.4 2.1 1.9 1.3 1.0 0.7 0.4 0.2
Salford CitySalford9.3 7.8 7.5 7.2 7.0 6.2 6.3 5.7 5.5 4.7 4.5 3.8 4.0 3.7 3.1 2.8 2.6 2.4 1.8 1.4 1.2 0.8 0.5 0.3
BarnetBarnet7.1 7.6 7.2 6.8 6.3 6.4 5.4 6.1 5.7 4.7 4.8 4.2 4.4 3.7 3.6 2.8 2.7 2.6 2.2 1.9 1.5 1.2 0.8 0.4
Cambridge UnitedCambridge United7.4 7.2 7.6 6.7 6.6 5.8 5.8 5.6 5.3 5.1 4.8 4.6 4.3 3.6 3.4 2.9 2.7 2.6 2.2 2.2 1.6 1.1 0.8 0.3
ChesterfieldChesterfield6.8 6.6 6.6 6.6 6.2 6.2 6.2 5.4 5.2 5.0 5.1 4.6 4.2 4.2 3.6 3.6 3.1 2.7 2.2 1.9 1.7 1.2 0.8 0.4
BromleyBromley6.0 6.7 6.6 6.4 6.5 6.2 5.6 5.4 5.2 5.3 5.0 5.0 4.3 3.9 3.6 3.3 3.0 3.0 2.5 2.0 1.8 1.5 0.8 0.5
Fleetwood TownFleetwood Town4.3 5.3 5.3 5.3 5.6 5.8 5.4 5.5 5.2 5.0 4.8 4.9 4.7 4.4 4.1 4.0 4.3 3.8 3.1 2.8 2.4 2.1 1.3 0.8
Grimsby TownGrimsby Town3.7 4.2 4.2 4.9 4.7 5.1 5.4 5.4 5.5 5.4 5.3 4.9 5.0 5.1 4.3 4.2 4.3 3.9 3.8 3.3 2.6 2.6 1.7 0.7
Notts CountyNotts County3.5 4.5 4.8 4.8 5.3 5.2 4.9 5.5 5.1 5.3 5.2 4.9 4.9 4.9 4.7 4.7 4.0 3.7 3.5 3.0 2.8 2.4 1.6 0.8
Bristol RoversBristol Rovers2.7 3.7 3.6 4.2 4.3 4.9 4.8 5.1 5.5 5.2 5.5 4.9 4.6 4.9 5.1 4.9 4.7 4.4 4.0 3.8 3.5 2.6 2.1 1.2
Crewe AlexandraCrewe Alexandra2.6 3.7 4.2 4.1 4.5 4.4 5.0 5.0 5.4 5.0 5.0 4.9 4.8 4.7 4.8 4.8 4.7 4.4 4.3 4.1 3.3 2.7 2.2 1.4
Crawley TownCrawley Town2.1 3.0 3.1 3.6 4.2 4.2 4.5 4.4 4.8 5.1 5.0 5.3 5.1 5.0 5.4 4.6 5.2 4.8 4.5 4.0 3.7 3.8 2.8 1.8
Colchester UnitedColchester United1.3 1.7 2.2 2.7 2.7 3.5 3.6 3.8 4.3 4.7 4.7 5.0 4.9 5.1 5.0 5.4 5.7 6.0 5.3 5.7 5.3 4.8 3.8 2.9
Tranmere RoversTranmere Rovers1.1 1.8 2.2 2.8 2.8 2.8 3.2 3.8 3.8 3.8 4.4 4.8 4.8 5.1 5.4 5.7 5.5 5.6 5.6 5.6 5.9 5.5 4.5 3.4
Oldham AthleticOldham Athletic1.0 1.4 2.0 2.2 2.7 2.7 3.6 3.5 3.7 4.0 4.5 5.1 4.9 4.9 5.7 5.6 5.8 6.0 6.2 5.7 5.7 5.0 4.9 3.3
Harrogate TownHarrogate Town0.9 1.3 1.7 2.2 2.5 2.7 2.9 3.2 3.9 4.4 4.4 4.4 4.6 5.3 5.7 5.9 5.6 5.8 5.8 6.1 6.3 5.8 5.3 3.5
BarrowBarrow0.6 1.1 1.5 1.7 1.9 2.2 2.6 2.9 3.1 3.2 3.7 4.0 4.2 4.7 5.2 5.8 5.9 5.7 7.0 7.3 6.9 6.5 7.0 5.5
Accrington StanleyAccrington0.5 0.7 0.9 1.0 1.4 1.8 2.1 2.3 2.5 3.1 3.3 3.6 4.4 4.4 4.5 5.2 5.8 6.6 6.4 7.5 8.1 8.5 8.4 7.4
Milton Keynes DonsMK Dons0.3 0.7 0.8 1.1 1.5 1.8 2.1 2.2 2.4 3.1 3.2 3.7 4.1 4.7 5.3 5.8 5.6 6.2 6.8 7.8 8.1 8.4 8.4 6.2
Shrewsbury TownShrewsbury Town0.2 0.5 0.7 0.9 1.2 1.6 1.6 1.9 1.8 2.3 2.6 3.1 3.8 4.0 4.4 4.8 5.3 5.5 7.4 7.6 8.7 9.4 10.3 10.6
Cheltenham TownCheltenham Town0.2 0.2 0.4 0.5 0.5 0.8 1.0 1.3 1.6 1.6 2.0 2.4 3.1 3.4 3.9 4.1 4.8 5.3 6.6 7.1 8.9 10.9 13.7 15.8
Newport CountyNewport County0.0 0.1 0.1 0.1 0.2 0.2 0.4 0.4 0.6 0.7 1.0 0.9 1.4 1.9 1.9 2.7 3.2 3.8 5.0 6.2 7.9 11.6 17.3 32.5

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, Walsall have a 90% chance of finishing between 57 and 94 points, a 50% chance of finishing between 68 and 84 points (this is the interquartile range), with their median expected points being 76.

Pos. Team Actual Projected Projected Points Range
P W D L Pts To Play Win % Draw % Loss % 90% range 50% range Exp. Pts
1 Walsall Walsall 9 6 1 2 19 37 42.3% 26.3% 31.5% 57 - 94 68 - 84 76
2 Swindon Town Swindon 9 6 0 3 18 37 41.2% 26.5% 32.3% 55 - 92 66 - 81 73
3 Gillingham Gillingham 9 6 3 0 21 37 36.8% 26.7% 36.5% 54 - 90 64 - 79 72
4 Salford City Salford 9 6 1 2 19 37 38.2% 26.8% 35.0% 53 - 90 64 - 79 71
5 Barnet Barnet 9 4 1 4 13 37 42.5% 26.1% 31.3% 51 - 88 62 - 78 70
6 Cambridge United Cambridge United 9 4 2 3 14 37 41.5% 26.6% 32.0% 51 - 88 62 - 78 70
7 Chesterfield Chesterfield 9 4 3 2 15 37 40.1% 26.6% 33.4% 51 - 88 62 - 77 69
8 Bromley Bromley 9 3 5 1 14 37 40.6% 26.5% 32.9% 50 - 87 61 - 77 69
9 Fleetwood Town Fleetwood Town 9 3 3 3 12 37 40.5% 26.7% 32.8% 48 - 86 59 - 75 67
10 Grimsby Town Grimsby Town 9 4 3 2 15 37 36.7% 26.9% 36.4% 48 - 85 58 - 73 66
11 Notts County Notts County 9 4 2 3 14 37 37.6% 26.7% 35.8% 47 - 84 58 - 73 65
12 Bristol Rovers Bristol Rovers 9 4 2 3 14 37 36.5% 26.8% 36.7% 46 - 83 57 - 72 64
13 Crewe Alexandra Crewe Alexandra 9 4 1 4 13 37 37.2% 26.7% 36.1% 46 - 83 56 - 72 64
14 Crawley Town Crawley Town 9 2 2 5 8 37 40.6% 26.6% 32.8% 44 - 82 55 - 71 63
15 Colchester United Colchester United 9 1 5 3 8 37 37.9% 26.8% 35.3% 42 - 78 52 - 68 60
16 Tranmere Rovers Tranmere Rovers 8 2 3 3 9 38 35.3% 26.8% 37.9% 41 - 79 51 - 67 59
17 Oldham Athletic Oldham Athletic 9 3 4 2 13 37 32.8% 26.5% 40.7% 42 - 78 52 - 67 59
18 Harrogate Town Harrogate Town 9 3 2 4 11 37 34.1% 26.6% 39.3% 41 - 77 51 - 66 58
19 Barrow Barrow 9 3 0 6 9 37 34.1% 26.7% 39.3% 38 - 76 49 - 64 56
20 Accrington Stanley Accrington 8 2 3 3 9 38 31.4% 26.3% 42.3% 37 - 74 47 - 62 55
21 Milton Keynes Dons MK Dons 9 3 3 3 12 37 29.7% 26.4% 43.9% 37 - 73 47 - 62 54
22 Shrewsbury Town Shrewsbury Town 9 1 2 6 5 37 34.3% 26.8% 39.0% 35 - 72 45 - 60 53
23 Cheltenham Town Cheltenham Town 9 1 1 7 4 37 32.7% 26.6% 40.7% 33 - 69 42 - 58 50
24 Newport County Newport County 9 1 2 6 5 37 26.9% 25.8% 47.3% 28 - 62 37 - 51 44