SIMULATION SEASON 2019/20 Introduction
Football is back! The German Bundesliga will be The simulation delivers a season end scenario by the first major European league to resume action defining each club’s chances of finishing in the this upcoming weekend. To fuel the excitement, most relevant league positions (i.e. championship, Onefootball’s data and statistical specialists UCL/UEL Qualification, relegation). The method decided to run a simulator to predict how the rest uses the relative strengths of teams developed of the season could play out in the German over their 10 most recent home and away matches Bundesliga, the English Premier League, the Italian and is based on input data, such as goals scored/ Serie A and the Spanish La Liga. The simulation, conceded, shots on target and a home advantage processed using an algorithm specifically indicator. With over 155.000 simulations for each developed for this purpose, also features the league, the calculation provides a reliable French Ligue 1 showing how the season could scientific prediction of the 2019/20 season. have panned out if it had not been abandoned.
2 About the Simulation Model
The Onefootball Simulation Model calculates the This simulation is then repeated until all potential results for all remaining matches in a outstanding matches of a season are simulated. league based on the 10 latest home and away This proprietary designed “Monte-Carlo matches of the two teams facing each other. Simulation” is then run more than 155k times for Based on these past results and the teams’ relative each league to define the most likely final league strengths (considering input data such as goals table and the teams’ percentage chance of scored/conceded, shots on target and home finishing in different positions (i.e. if Team A advantage indicator), the probabilities of each finishes at the top of the table in 97.500 of match outcome - either a win, draw or loss - are 150.000 simulations, the chance for Team A to win calculated using statistical distributions. the title is 65%).
Subsequently, a random generator picks an outcome for the match based on the given probabilities. Important to note: by using this method, the natural factor of randomness and uncertainty, which exists for each match, is considered. 3 PREMIER LEAGUE Who will win the Premier League?
100%
0% 0% 0% 0% Liverpool Manchester City Leicester City Chelsea Manchester United
Liverpool will win the Premier League with 100% certainty. In over 150,000 simulations there was no case in which Liverpool did not win the title. Manchester City will most likely finish second followed by Leicester City and Chelsea
5 Who will qualify for the Champions League?
100% 99% 88%
50% 31%
Liverpool Manchester City Leicester City Chelsea Manchester United
Liverpool, Manchester City, Leicester and Chelsea will most likely qualify for the Champions League 2020/21. Manchester United still have a 31% chance to reach one of the top-four spots
6 Who will qualify for the Europa League?
24%
15% 11% 9% 9%
Manchester United Wolverhampton Wanderers Sheffield United Tottenham Hotspur Arsenal
Manchester United have the highest probability to qualify for the UEFA Europa League followed by Wolves
7 Who will get relegated?
91% 71%
35% 47% 23% 28%
Brighton & Hove Albion Watford West Ham United Bournemouth Aston Villa Norwich City
Norwich will almost certainly be relegated with a probability of 91%. They are followed by Aston Villa (71%) and Bournemouth (47%). The relegation battle will be tight but West Ham (35%) and Watford (28%) are the most likely to escape
8 BUNDESLIGA Who will win the Bundesliga?
65%
16% 12% 5% 2%
FC Bayern München Borussia Dortmund RB Leipzig Borussia Mönchengladbach Bayer Leverkusen
Bayern Munich have a 65% chance of winning the league followed by Borussia Dortmund (16%); RB Leipzig (12%); Borussia Mönchengladbach; (5%) and BayerLeverkusen (2%)
10 Who will qualify for the Champions League?
99% 89% 86% 68% 56%
FC Bayern München Borussia Dortmund RB Leipzig Borussia Mönchengladbach Bayer Leverkusen
Bayern Munich (99%), Borussia Dortmund (89%), RB Leipzig (86%) and Borussia Mönchengladbach (68%) are the clubs with the best chance of securing one of the top-four league spots, which will ensure qualification for the Champions League. Leverkusen (56%) are likely to miss out.
11 Who will qualify for the Europa League?
42% 33%
17% 16% 15% 15% 3% 1%
B04 Leverkusen VFL Wolfsburg FC Schalke 04 1. FC Köln SC Freiburg TSG Hoffenheim Union Berlin Eintracht Frankfurt
Leverkusen and Wolfsburg have a 42% and 33% chance respectively to qualify for next season’s UEFA Europa League. Schalke,Köln, Freiburg and Hoffenheim are likely to miss out
12 Who will get relegated?
87% 79%
25% 6% 1% 2% Hertha BSC FC Augsburg Mainz 05 Fortuna Düsseldorf SV Werder Bremen SC Paderborn 07
Paderborn have an 87% chance of getting relegated and will most likely finish at the bottom of the table. Werder Bremen have a 79% chance to get directly relegated and will most likely finish in 17th. They have a 14% chance of reaching the play-off spot. That spot will most likely go to Düsseldorf
13 LA LIGA Who will win La Liga?
58%
39%
1% 1% FC Barcelona Real Madrid Sevilla Getafe
Barcelona have a 58% chance of win La Liga followed by Real Madrid who still have a 39% chance of securing this season’s title. They are followed by Sevilla and Getafe who have a less than 5% chance
15 Who will qualify for the Champions League?
99% 98%
59% 52% 41% 35% 7%
FC Barcelona Real Madrid Sevilla Getafe Sociedad Atletico Madrid Valencia
Barcelona and Real Madrid fans can be quite certain that their team will play Champions League football next season with Sevilla (59%) and Getafe (52%) having the highest chance to join them
16 Who will qualify for the Europa League?
40% 40% 34% 31% 23%
14% 12%
Atletico Madrid Sociedad Getafe Sevilla Valencia Villareal Granada
Atlético Madrid and Real Sociedad have the same chance to qualify for the UEFA Europa League 2020/21, with one of the teams having to go through the play-offs. As Getafe and Sevilla will most likely qualify for the Champions League,Valencia and Villarreal will challenge Atlético and Sociedad for a Europa League spot will be. The percentages show the cumulated probability to qualify either 5th or 6th in the table 17 Who will get relegated?
88%
68% 51%
31% 31% 4% 4% 20%
Osasuna Alaves Real Valladolid Eibar Celta Vigo Real Mallorca Leganes Espanyol
The simulation shows that Espanyol have the highest probability (88%) to get relegated. Equally in danger are Real Mallorca (51%) and Leganes (68%). The data suggests that Celta Vigo and Eibar will manage to stay in LaLiga
18 SERIE A Who will win Serie A?
58%
38%
4% 0% Juventus Turin Lazio Inter Atalanta
Juventus have a 58% chance to win Serie A. Runners-up will most likely be Lazio. They, though, still have a 38% chance to win the title, which provides a situation for an exciting season finish. Inter Milan have less than 10% chance to win the league title
20 Who will qualify for the Champions League?
100% 99% 97%
69%
29%
2% 1% Juventus Turin Lazio Inter Atalanta AS Roma Napoli Hellas Verona
Lazio, Juventus, Inter and Atalanta will most likely finish in the top four spots, which will qualify them for the
UEFA Champions League. Roma have a 29% chance to secure one of these spots and are likely to miss out
21 Who will qualify for the Europa League?
60%
29% 19% 19% 17% 10%
AS Roma Napoli Hellas Verona AC Milan Parma Sassuolo
Roma are likely to miss out on the Champions League but they have a high probability (60%) of qualifing for the UEFA Europa League. Napoli are likely to secure the UEFA Europa League League play-off spot (8%), while Verona, Milan and Parma are expected to miss out on qualification for European competition. Percentages show the cumulated probability to qualify either 5th or 6th in the table. 22 Who will get relegated?
94% 82%
40% 34% 8% 15% 19% Udinese Calcio Genoa Sampdoria Torino Lecce SPAL Brescia
It is quite certain that Brescia will get relegated (94%) to Serie B, followed by SPAL (82%). Torino and Lecce will fight for 17th spot, which would mean another season in Serie A. It is not looking for Lecce, though
23 LIGUE 1 Who would have won Ligue 1?
99%
1% 0% 0% Paris Saint-Germain Olympique Marseille Stade Rennais Lille
In all iterations of the simulation there was only 1% of all cases in which PSG did not win the title. As a result, their chances of winning the French title after 38 matchdays was extremely high (99%). Marseille would have been the only team with a theoretical chance of catching them 25 Who would have qualified for the Champions League?
100%
65%
24% 9%
Paris Saint-Germain Olympique Marseille Stade Rennais Lille
Marseille had the greatest chance (65%) to secure the second Champions League spot behind PSG, followed by Stade Rennes
26 Who would have qualified for the Europa League?
36% 23%
8% 7% 6% 5% 4%
Lille Rennes Olympique Marseille Olympique Lyon Nice Strasbourg Stade Reims
Lille would have had the highest chance to qualify for UEFA Europa League. As Rennes and Marseille would have battled for Champions League, Lyon would have been Lille's biggest competitor
27 Who would have been relegated?
100%
67%
14% 7% 10% 1% Brest Dijon Saint-Etienne Nimes Amiens Toulouse
The simulation sees a 100% probability for Toulouse to be relegated. The second team to get directly relegated would have been Amiens (67%), while Nimes would have likely secured the play-off spot
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