Football
Auxerre
Paris FC
28%
3.56
26%
3.89
46%
2.17
54%xG 2.8
57%1.76
11-07
Paris SG
Troyes
93%
1.08
5%
19.34
2%
52.08
86%xG 4.8
46%2.17
11-08
Rennes
Lille
46%
2.15
26%
3.91
28%
3.57
54%xG 2.8
57%1.75
11-08
Angers
Nice
31%
3.18
27%
3.74
42%
2.39
51%xG 2.7
55%1.80
11-08
Brest
Lyon
42%
2.37
26%
3.88
32%
3.13
55%xG 2.9
59%1.70
11-08
Le Havre
Lorient
42%
2.40
28%
3.64
31%
3.25
48%xG 2.6
53%1.89
11-08
Le Mans
Monaco
24%
4.12
24%
4.13
52%
1.94
57%xG 3.0
58%1.72
11-08
Lens
Marseille
37%
2.67
24%
4.11
38%
2.62
63%xG 3.2
65%1.55
11-20
Troyes
Le Havre
40%
2.49
27%
3.71
33%
3.04
51%xG 2.7
55%1.81
11-21
Nice
Paris SG
9%
11.66
14%
7.32
78%
1.29
74%xG 3.9
58%1.73
11-21
Monaco
Auxerre
63%
1.58
21%
4.84
16%
6.22
61%xG 3.2
57%1.77
11-21
Lens
Toulouse
36%
2.78
26%
3.89
38%
2.61
56%xG 2.9
60%1.67
11-21
Lille
Lyon
41%
2.45
27%
3.67
32%
3.13
49%xG 2.6
54%1.85
11-21
Strasbourg
Brest
45%
2.24
25%
4.00
30%
3.30
58%xG 3.0
61%1.65
11-22
Paris FC
Angers
72%
1.39
18%
5.53
10%
9.78
59%xG 3.0
48%2.08
11-22
Lorient
Rennes
38%
2.64
26%
3.85
36%
2.77
55%xG 2.9
59%1.70
11-22
Marseille
Le Mans
62%
1.61
21%
4.80
17%
5.92
62%xG 3.2
58%1.73
11-27
Brest
Paris FC
38%
2.64
27%
3.77
36%
2.81
53%xG 2.8
57%1.75
11-28
Angers
Lens
35%
2.88
26%
3.86
39%
2.54
55%xG 2.9
59%1.69
11-28
Le Havre
Strasbourg
37%
2.68
26%
3.85
37%
2.72
55%xG 2.9
59%1.70
11-28
Le Mans
Lille
30%
3.39
27%
3.67
43%
2.31
48%xG 2.6
53%1.88
11-28
Nice
Troyes
53%
1.90
24%
4.09
23%
4.38
55%xG 2.9
56%1.79
11-28
Paris SG
Lorient
89%
1.13
8%
12.58
3%
29.94
79%xG 4.2
48%2.10
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Premier League
| # | Team | Pts | Title | Top 4 | Relegated |
|---|---|---|---|---|---|
| 1 |  Arsenal |
24 | 53% | 98% | – |
| 2 |  Man City |
21 | 32% | 95% | – |
| 3 |  Brighton |
19 | 12% | 85% | – |
| 4 |  Bournemouth |
12 | 1% | 40% | – |
| 5 |  Liverpool |
15 | 1% | 36% | – |
| 6 |  Aston Villa |
12 | <1% | 21% | <1% |
| 7 |  Chelsea |
16 | <1% | 9% | <1% |
| 8 |  Brentford |
14 | – | 5% | 1% |
| 9 |  Tottenham |
12 | – | 5% | 2% |
| 10 |  Everton |
13 | – | 2% | 3% |
| 11 |  Leeds |
11 | – | 2% | 4% |
| 12 |  Fulham |
9 | – | <1% | 8% |
| 13 |  Man United |
7 | – | <1% | 12% |
| 14 |  Nott'm Forest |
6 | – | <1% | 14% |
| 15 |  Newcastle |
11 | – | – | 22% |
| 16 |  Ipswich |
11 | – | <1% | 26% |
| 17 |  Coventry |
9 | – | – | 42% |
| 18 |  Crystal Palace |
7 | – | – | 49% |
| 19 |  Hull |
11 | – | – | 52% |
| 20 |  Sunderland |
5 | – | – | 65% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
Championship
| # | Team | Pts | Title | Promoted | Relegated |
|---|---|---|---|---|---|
| 1 |  Middlesbrough |
28 | 40% | 63% | – |
| 2 |  Southampton |
28 | 21% | 44% | – |
| 3 |  West Ham |
23 | 21% | 44% | – |
| 4 |  Birmingham |
26 | 10% | 26% | – |
| 5 |  Wolves |
27 | 4% | 11% | – |
| 6 |  Swansea |
26 | 2% | 6% | – |
| 7 |  West Brom |
25 | <1% | 4% | – |
| 8 |  Norwich |
18 | <1% | <1% | – |
| 9 |  QPR |
21 | <1% | <1% | – |
| 10 |  Portsmouth |
22 | <1% | <1% | – |
| 11 |  Stoke |
26 | <1% | <1% | – |
| 12 |  Millwall |
18 | – | <1% | <1% |
| 13 |  Sheffield United |
22 | – | <1% | <1% |
| 14 |  Wrexham |
17 | – | – | <1% |
| 15 |  Bristol City |
18 | – | – | 1% |
| 16 |  Cardiff |
15 | – | – | 2% |
| 17 |  Blackburn |
18 | – | – | 3% |
| 18 |  Bolton |
17 | – | – | 5% |
| 19 |  Burnley |
10 | – | – | 15% |
| 20 |  Lincoln |
15 | – | – | 19% |
| 21 |  Watford |
14 | – | – | 24% |
| 22 |  Charlton |
14 | – | – | 52% |
| 23 |  Derby |
7 | – | – | 81% |
| 24 |  Preston |
5 | – | – | 97% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
La Liga
| # | Team | Pts | Title | Top 4 | Relegated |
|---|---|---|---|---|---|
| 1 |  Barcelona |
30 | 89% | >99% | – |
| 2 |  Real Madrid |
27 | 11% | >99% | – |
| 3 |  Ath Madrid |
28 | <1% | 97% | – |
| 4 |  Betis |
23 | – | 57% | – |
| 5 |  Sociedad |
19 | – | 30% | – |
| 6 |  Ath Bilbao |
15 | – | 7% | <1% |
| 7 |  Sevilla |
17 | – | 5% | <1% |
| 8 |  Vallecano |
12 | – | 2% | 3% |
| 9 |  Villarreal |
12 | – | <1% | 4% |
| 10 |  Alaves |
12 | – | <1% | 5% |
| 11 |  Elche |
10 | – | <1% | 6% |
| 12 |  Levante |
10 | – | <1% | 7% |
| 13 |  La Coruna |
14 | – | <1% | 8% |
| 14 |  Celta |
12 | – | – | 13% |
| 15 |  Espanol |
11 | – | – | 20% |
| 16 |  Valencia |
9 | – | – | 28% |
| 17 |  Osasuna |
11 | – | – | 30% |
| 18 |  Getafe |
12 | – | – | 36% |
| 19 | Santander | 11 | – | – | 52% |
| 20 |  Malaga |
5 | – | – | 86% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
Bundesliga
| # | Team | Pts | Title | Top 4 | Relegated |
|---|---|---|---|---|---|
| 1 |  Bayern Munich |
18 | 98% | >99% | – |
| 2 |  Dortmund |
18 | 2% | 87% | – |
| 3 |  RB Leipzig |
15 | <1% | 55% | – |
| 4 |  Freiburg |
16 | <1% | 50% | – |
| 5 |  Leverkusen |
13 | <1% | 48% | – |
| 6 |  Werder Bremen |
15 | – | 22% | – |
| 7 |  Stuttgart |
9 | – | 22% | – |
| 8 |  Hoffenheim |
9 | – | 7% | <1% |
| 9 |  Augsburg |
9 | – | 3% | 2% |
| 10 |  Ein Frankfurt |
11 | – | 3% | 2% |
| 11 |  Mainz |
10 | – | 2% | 2% |
| 12 |  Elversberg |
13 | – | 1% | 3% |
| 13 |  FC Koln |
9 | – | <1% | 9% |
| 14 |  Hamburg |
9 | – | – | 22% |
| 15 |  Paderborn |
9 | – | – | 26% |
| 16 |  Union Berlin |
7 | – | – | 27% |
| 17 |  M'gladbach |
4 | – | – | 53% |
| 18 |  Schalke 04 |
6 | – | – | 54% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
Serie A
| # | Team | Pts | Title | Top 4 | Relegated |
|---|---|---|---|---|---|
| 1 |  Como |
23 | 71% | >99% | – |
| 2 |  Inter |
25 | 21% | 97% | – |
| 3 |  Roma |
24 | 6% | 87% | – |
| 4 |  Lazio |
28 | 2% | 63% | – |
| 5 |  Juventus |
17 | <1% | 36% | – |
| 6 |  Milan |
21 | – | 7% | – |
| 7 |  Napoli |
14 | – | 5% | – |
| 8 |  Frosinone |
20 | – | 4% | – |
| 9 |  Bologna |
14 | – | <1% | <1% |
| 10 |  Cagliari |
13 | – | – | 4% |
| 11 |  Torino |
13 | – | – | 4% |
| 12 |  Genoa |
13 | – | – | 6% |
| 13 |  Atalanta |
11 | – | – | 10% |
| 14 |  Fiorentina |
8 | – | – | 11% |
| 15 |  Parma |
8 | – | – | 29% |
| 16 |  Lecce |
9 | – | – | 36% |
| 17 |  Sassuolo |
8 | – | – | 41% |
| 18 |  Monza |
7 | – | – | 42% |
| 19 |  Udinese |
5 | – | – | 44% |
| 20 |  Venezia |
3 | – | – | 73% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
Ligue 1
| # | Team | Pts | Title | Top 3 | Relegated |
|---|---|---|---|---|---|
| 1 | Paris SG |
20 | >99% | >99% | – |
| 2 | Paris FC |
17 | – | 48% | – |
| 3 | Monaco |
15 | – | 44% | – |
| 4 | Lyon |
17 | – | 36% | – |
| 5 | Lille |
18 | – | 22% | – |
| 6 | Rennes |
16 | – | 20% | – |
| 7 | Marseille |
15 | – | 15% | <1% |
| 8 | Brest |
12 | – | 7% | <1% |
| 9 | Strasbourg |
10 | – | 4% | <1% |
| 10 | Toulouse |
10 | – | 3% | <1% |
| 11 | Nice |
14 | – | 2% | 1% |
| 12 | Lorient |
12 | – | <1% | 3% |
| 13 | Lens |
13 | – | <1% | 3% |
| 14 | Auxerre |
10 | – | – | 12% |
| 15 | Troyes |
8 | – | – | 34% |
| 16 | Le Havre |
2 | – | – | 39% |
| 17 | Le Mans |
7 | – | – | 43% |
| 18 | Angers |
8 | – | – | 62% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
Eredivisie
| # | Team | Pts | Title | Top 2 | Relegated |
|---|---|---|---|---|---|
| 1 |  Twente |
23 | 41% | 67% | – |
| 2 |  Ajax |
24 | 30% | 58% | – |
| 3 |  PSV Eindhoven |
23 | 17% | 39% | – |
| 4 |  Feyenoord |
25 | 10% | 27% | – |
| 5 |  AZ Alkmaar |
20 | 2% | 8% | – |
| 6 |  Heerenveen |
18 | – | <1% | – |
| 7 |  For Sittard |
19 | – | – | – |
| 8 |  Groningen |
15 | – | – | <1% |
| 9 |  Cambuur |
15 | – | – | <1% |
| 10 |  Nijmegen |
11 | – | – | <1% |
| 11 |  Go Ahead Eagles |
14 | – | – | 4% |
| 12 |  Utrecht |
12 | – | – | 5% |
| 13 |  Sparta Rotterdam |
12 | – | – | 8% |
| 14 |  Telstar |
9 | – | – | 12% |
| 15 |  Den Haag |
6 | – | – | 18% |
| 16 |  Zwolle |
11 | – | – | 20% |
| 17 |  Excelsior |
11 | – | – | 32% |
| 18 |  Willem II |
2 | – | – | >99% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
Primeira Liga
| # | Team | Pts | Title | Top 2 | Relegated |
|---|---|---|---|---|---|
| 1 |  Porto |
30 | 49% | 91% | – |
| 2 |  Benfica |
25 | 47% | 90% | – |
| 3 |  Sp Lisbon |
21 | 4% | 17% | – |
| 4 |  Santa Clara |
21 | – | <1% | – |
| 5 |  Arouca |
20 | – | <1% | – |
| 6 |  Academico Viseu |
20 | – | – | – |
| 7 |  Sp Braga |
14 | – | – | – |
| 8 |  Gil Vicente |
15 | – | – | – |
| 9 |  Alverca |
11 | – | – | <1% |
| 10 |  Famalicao |
10 | – | – | – |
| 11 |  Moreirense |
14 | – | – | <1% |
| 12 |  Estrela |
10 | – | – | 3% |
| 13 |  Maritimo |
8 | – | – | 15% |
| 14 |  Nacional |
7 | – | – | 18% |
| 15 |  Rio Ave |
7 | – | – | 25% |
| 16 |  Casa Pia |
7 | – | – | 29% |
| 17 |  Estoril |
2 | – | – | 31% |
| 18 |  Vitoria |
9 | – | – | 79% |
Each remaining match is played out with the goals model's expected goals, then the season is repeated 10,000 times. Rows are ordered by average finishing position. Team strengths stay as they are today, and points deductions aren't included.
| # | Team | League | Rating |
|---|---|---|---|
| 1 | Paris SG |
Ligue 1 | |
| 2 | Lyon |
Ligue 1 | |
| 3 | Monaco |
Ligue 1 | |
| 4 | Lille |
Ligue 1 | |
| 5 | Rennes |
Ligue 1 | |
| 6 | Lens |
Ligue 1 | |
| 7 | Marseille |
Ligue 1 | |
| 8 | Paris FC |
Ligue 1 | |
| 9 | Strasbourg |
Ligue 1 | |
| 10 | Toulouse |
Ligue 1 | |
| 11 | Brest |
Ligue 1 | |
| 12 | Lorient |
Ligue 1 | |
| 13 | Nice |
Ligue 1 | |
| 14 | Auxerre |
Ligue 1 | |
| 15 | Le Havre |
Ligue 1 | |
| 16 | Angers |
Ligue 1 | |
| 17 | Troyes |
Ligue 1 | |
| 18 | Le Mans |
Ligue 1 |
Who wins
| Called right | Log loss | Brier | |
|---|---|---|---|
| Goals model | 49% | 1.0211 | 0.612 |
| Elo model | 49% | 1.0233 | 0.6135 |
| Bookmakers, early odds (same matches) | 51% | 0.9976 | 0.5961 |
| Bookmakers, closing odds (same matches) | 51% | 0.999 | 0.5971 |
When the model disagreed with the early odds by more than 3 points, the price moved its way by kick-off 53% of the time (48,985 cases; an average shift of 0.2 points). That's about what chance gives: the model doesn't spot things the market hasn't already priced in. Use it as an independent second opinion, and treat a "generous" price as a reason to look closer, not as an edge.
Goals markets
| Market | Goals model | Naive guess | Bookmakers |
|---|---|---|---|
| Over/under 2.5 goals | 0.679 | 0.693 | 0.676 |
| Both teams score | 0.686 | 0.691 | — |
| Half-time result | 1.053 | 1.081 | — |
| First-half goal | 0.601 | 0.605 | — |
| Half-time / full-time | 1.907 | 1.962 | — |
"Naive guess" always predicts how often each outcome has happened so far. Beating it means the model knows something about the teams.
Compare any two teams
Prediction, goals markets, form, rating trend and past meetings.