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
Doncaster RoversDoncaster Rovers44.02% 29.76% 26.18% 0.04%
Port ValePort Vale38.46% 31.23% 30.26% 0.05%
Fleetwood TownFleetwood Town32.95% 29.45% 37.37% 0.23%
Milton Keynes DonsMK Dons27.54% 30.95% 41.25% 0.26%
WalsallWalsall24.60% 28.00% 46.98% 0.42%
AFC WimbledonWimbledon24.98% 27.68% 46.66% 0.68%
Bradford CityBradford20.41% 28.91% 50.27% 0.41%
Notts CountyNotts County19.53% 27.14% 52.79% 0.54%
Crewe AlexandraCrewe Alexandra13.20% 22.26% 63.58% 0.96%
GillinghamGillingham12.46% 22.05% 63.86% 1.63%
Grimsby TownGrimsby Town7.40% 17.38% 72.97% 2.25%
Cheltenham TownCheltenham Town7.93% 19.09% 70.48% 2.50%
BarrowBarrow6.43% 15.65% 74.96% 2.96%
ChesterfieldChesterfield5.35% 14.78% 76.25% 3.62%
Salford CitySalford3.42% 10.23% 79.45% 6.90%
Tranmere RoversTranmere Rovers3.08% 9.10% 79.52% 8.30%
BromleyBromley2.70% 9.42% 79.94% 7.94%
Newport CountyNewport County2.02% 7.95% 81.34% 8.69%
Harrogate TownHarrogate Town1.42% 6.58% 81.36% 10.64%
Accrington StanleyAccrington1.09% 5.30% 78.66% 14.95%
Colchester UnitedColchester United0.52% 2.71% 72.35% 24.42%
Carlisle UnitedCarlisle United0.25% 2.13% 70.69% 26.93%
Swindon TownSwindon0.18% 1.30% 64.37% 34.15%
MorecambeMorecambe0.06% 0.95% 58.46% 40.53%

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
Doncaster RoversDoncaster Rovers19.0 13.7 11.4 9.1 8.3 6.3 6.1 4.5 4.0 3.7 2.7 2.7 2.0 1.7 1.2 1.1 0.9 0.5 0.4 0.3 0.3 0.1 0.0
Port ValePort Vale15.1 13.0 10.4 9.1 8.6 6.9 6.6 5.5 4.6 4.2 3.5 2.9 2.2 1.9 1.4 1.3 1.2 0.6 0.4 0.3 0.2 0.1 0.1
Fleetwood TownFleetwood Town12.3 10.9 9.7 9.0 7.4 7.0 6.1 5.3 5.4 4.3 4.1 3.2 2.6 2.7 2.1 2.1 1.7 1.3 0.9 0.9 0.5 0.3 0.2 0.1
Milton Keynes DonsMK Dons9.3 9.4 8.8 9.1 7.7 7.6 6.6 6.1 5.1 5.1 4.2 4.0 3.6 2.9 2.6 2.0 1.7 1.4 1.1 0.8 0.6 0.3 0.2 0.1
WalsallWalsall8.4 8.0 8.2 7.6 7.1 6.8 6.5 6.2 5.3 4.9 4.7 4.3 4.2 3.7 3.2 2.7 2.3 1.9 1.4 1.1 0.7 0.5 0.3 0.1
AFC WimbledonWimbledon8.7 8.4 7.8 7.6 7.2 6.7 6.3 5.9 5.7 4.9 4.9 4.0 3.6 3.2 3.1 2.7 2.1 2.0 1.7 1.2 1.1 0.7 0.4 0.3
Bradford CityBradford5.6 7.2 7.6 7.7 7.5 7.2 6.5 6.2 6.0 5.5 5.6 4.6 4.0 3.9 3.0 2.9 2.2 2.2 1.7 1.1 0.8 0.7 0.3 0.1
Notts CountyNotts County5.7 7.0 6.9 6.9 6.9 6.7 6.7 6.2 6.1 5.8 5.5 4.4 4.6 3.9 3.6 3.0 2.7 2.2 1.8 1.3 0.9 0.8 0.4 0.2
Crewe AlexandraCrewe Alexandra3.9 4.3 5.1 5.1 5.4 6.2 5.7 6.4 5.6 5.8 5.8 5.2 5.3 5.0 4.6 4.6 3.5 3.4 3.1 2.5 1.7 1.1 0.8 0.2
GillinghamGillingham3.2 4.3 5.0 5.1 5.6 5.6 5.8 5.8 6.1 5.9 5.5 5.4 5.0 4.9 4.5 4.6 3.9 3.4 3.0 2.5 2.0 1.4 1.0 0.6
Grimsby TownGrimsby Town1.8 2.5 3.0 4.1 4.0 4.5 4.8 5.6 5.4 5.6 5.7 6.2 5.8 5.4 5.3 5.4 4.7 4.9 4.3 3.7 2.8 2.3 1.5 0.8
Cheltenham TownCheltenham Town1.8 2.7 3.4 4.0 4.4 5.3 5.5 5.1 5.9 5.6 5.4 5.8 5.8 5.6 5.2 4.9 4.8 4.5 3.6 3.3 2.7 2.3 1.6 0.9
BarrowBarrow1.2 2.0 3.2 3.3 3.7 4.1 4.5 4.6 5.3 5.4 5.8 5.7 5.6 5.8 5.9 5.9 5.0 5.1 4.5 4.2 3.2 3.0 1.9 1.1
ChesterfieldChesterfield1.3 1.8 2.2 3.1 3.7 4.0 4.0 4.6 4.9 5.2 5.5 6.0 5.8 6.0 5.7 5.5 5.8 4.9 4.9 4.4 4.0 3.0 2.5 1.1
Salford CitySalford0.6 1.2 1.6 1.7 2.5 2.6 3.4 3.7 4.1 4.3 4.4 5.0 5.5 5.7 6.0 6.1 6.5 6.3 5.8 5.8 5.3 5.0 4.4 2.5
Tranmere RoversTranmere Rovers0.6 0.9 1.6 1.8 2.1 2.2 3.0 3.9 3.9 3.9 4.9 4.8 5.0 5.3 5.6 5.8 6.4 5.8 6.2 6.3 6.0 5.7 4.8 3.5
BromleyBromley0.5 0.9 1.3 1.8 2.1 2.6 2.9 3.4 3.8 4.2 4.7 4.5 5.4 5.3 5.4 6.3 6.3 6.1 6.3 6.5 6.2 5.6 4.4 3.5
Newport CountyNewport County0.4 0.6 1.0 1.4 1.8 2.3 2.5 3.1 2.9 4.1 4.0 5.0 4.9 5.3 6.0 5.6 6.4 7.1 6.8 6.8 7.2 6.2 5.1 3.6
Harrogate TownHarrogate Town0.3 0.4 0.7 1.1 1.5 1.7 2.2 2.6 3.1 3.4 3.4 4.4 4.8 5.1 5.8 5.8 6.6 7.0 7.6 7.4 7.6 7.0 6.0 4.7
Accrington StanleyAccrington0.1 0.4 0.6 0.8 1.3 1.5 1.7 1.8 2.5 2.9 3.3 4.0 3.9 5.0 5.3 5.7 6.3 6.5 7.6 7.9 8.4 7.7 8.4 6.5
Colchester UnitedColchester United0.1 0.2 0.3 0.3 0.6 0.8 1.0 1.2 1.5 2.1 2.3 2.5 3.1 3.6 4.2 4.5 5.2 6.6 7.4 8.2 9.1 11.0 12.0 12.5
Carlisle UnitedCarlisle United0.0 0.1 0.1 0.3 0.4 0.5 0.9 1.1 1.4 1.5 1.7 2.4 2.9 2.8 4.3 4.5 5.2 6.2 7.0 8.4 9.7 11.7 13.0 14.0
Swindon TownSwindon0.0 0.1 0.1 0.1 0.2 0.5 0.5 0.8 0.8 1.2 1.4 1.7 2.4 2.8 3.2 3.8 4.6 5.6 6.8 8.0 9.6 11.8 14.9 19.3
MorecambeMorecambe 0.0 0.1 0.1 0.1 0.3 0.4 0.6 0.6 0.9 1.1 1.5 2.0 2.4 2.9 3.4 4.2 4.8 5.8 7.2 9.4 11.8 15.8 24.7

Final League Table Projection

A projection of the final league table, based on expected points calculated from ELO scores.

Pos. Team Actual Projected
P W D L Pts To Play Win % Draw % Loss % Pts
1 Doncaster Rovers Doncaster Rovers 16 8 4 4 28 30 45.1% 26.1% 28.8% 76.4
2 Port Vale Port Vale 16 10 3 3 33 30 38.3% 26.6% 35.1% 75.5
3 Fleetwood Town Fleetwood Town 14 5 6 3 21 32 45.6% 26.0% 28.4% 73.1
4 Milton Keynes Dons MK Dons 16 8 3 5 27 30 41.2% 26.5% 32.3% 72.1
5 Walsall Walsall 14 8 3 3 27 32 36.8% 26.7% 36.5% 70.8
6 AFC Wimbledon Wimbledon 13 7 1 5 22 33 40.2% 26.8% 33.0% 70.7
7 Bradford City Bradford 16 6 5 5 23 30 43.2% 26.4% 30.5% 69.8
8 Notts County Notts County 16 7 6 3 27 30 38.2% 26.7% 35.1% 69.4
9 Crewe Alexandra Crewe Alexandra 15 8 4 3 28 31 33.0% 26.6% 40.4% 66.9
10 Gillingham Gillingham 15 7 2 6 23 31 37.4% 26.9% 35.6% 66.2
11 Grimsby Town Grimsby Town 16 8 1 7 25 30 34.6% 26.6% 38.8% 64.1
12 Cheltenham Town Cheltenham Town 16 5 3 8 18 30 42.3% 26.5% 31.2% 64.0
13 Barrow Barrow 16 6 4 6 22 30 36.0% 27.0% 36.9% 62.5
14 Chesterfield Chesterfield 16 5 7 4 22 30 35.2% 26.8% 38.0% 61.7
15 Salford City Salford 16 5 6 5 21 30 33.8% 26.7% 39.5% 59.4
16 Tranmere Rovers Tranmere Rovers 14 4 5 5 17 32 34.6% 26.7% 38.7% 58.8
17 Bromley Bromley 15 3 7 5 16 31 36.5% 26.9% 36.5% 58.3
18 Newport County Newport County 16 6 2 8 20 30 33.1% 26.6% 40.2% 57.8
19 Harrogate Town Harrogate Town 16 5 3 8 18 30 34.0% 26.7% 39.4% 56.6
20 Accrington Stanley Accrington 15 4 5 6 17 31 31.9% 26.7% 41.4% 54.9
21 Colchester United Colchester United 15 2 8 5 14 31 31.4% 26.5% 42.1% 51.4
22 Carlisle United Carlisle United 16 3 3 10 12 30 34.2% 26.7% 39.1% 50.8
23 Swindon Town Swindon 16 2 7 7 13 30 30.9% 26.4% 42.7% 48.7
24 Morecambe Morecambe 16 2 4 10 10 30 32.6% 26.7% 40.7% 47.4