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xG Lab· Open-logic football analytics for informational use only. Data from football-data.org, StatsBomb & others. Sources.

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Leaderboards

UEFA Champions League — value, contracts, workload and per-90 leaders. Qualified players (270+ minutes) for rate stats.

Best XI

Top 4-3-3 by role-fit per-90 percentiles, among players with a full body of work (780+ minutes, so cameo seasons don't sneak in). Forwards are rated mostly on goals & xG, midfielders on creation and progression, defenders on defensive actions (tackles, interceptions, aerials) — specialists aren't penalised for skills outside their job. The goalkeeper is the most-played keeper of the meanest defence (fewest goals conceded per game). Percentiles are within the league.

Team of the season

Best 4-3-3 by role-fit per-90 percentiles — attackers on attacking output, defenders on defensive actions, the keeper on the team's goals-conceded record.

Workload

Iron men — most minutes

1Willian PachoParis Saint-Germain
156017 apps · 17 starts
2VitinhaParis Saint-Germain
154417 apps · 15 starts
3Nuno MendesParis Saint-Germain
140317 apps · 11 starts
4Warren Zaïre-EmeryParis Saint-Germain
134317 apps · 11 starts
5MarquinhosParis Saint-Germain
132015 apps · 13 starts
6Odin Luras BjørtuftBodø/Glimt
129014 apps · 14 starts
7Patrick BergBodø/Glimt
129014 apps · 14 starts
8David RayaArsenal
129014 apps · 14 starts
9Nikita HaikinBodø/Glimt
129014 apps · 14 starts
10Fredrik SjøvoldBodø/Glimt
128914 apps · 13 starts
11Nicolás OtamendiBenfica
126014 apps · 14 starts
12Anatoliy TrubinBenfica
126014 apps · 14 starts
13Hans VanakenClub Brugge KV
126014 apps · 14 starts
14Dominik KotarskiFC København
126014 apps · 14 starts
15Brandon MecheleClub Brugge KV
125814 apps · 13 starts

Super-subs — most off the bench

1Arda GülerReal Madrid
13sub apps · 2G 4A
2Kasper HøghBodø/Glimt
12sub apps · 6G 3A
3Ademola LookmanAtlético Madrid
11sub apps · 3G 3A
4Leandro AndradeQarabağ
11sub apps · 4G 2A
5Bradley BarcolaParis Saint-Germain
10sub apps · 2G 4A
6Camilo DuránQarabağ
10sub apps · 5G 1A
7Carlos ForbsClub Brugge KV
10sub apps · 3G 3A
8Håkon EvjenBodø/Glimt
10sub apps · 2G 2A
9Jordan LarssonFC København
10sub apps · 3G 1A
10Giuliano SimeoneAtlético Madrid
10sub apps · 2G 1A
11Hugo EkitikéLiverpool
9sub apps · 3G 1A
12João SimõesSporting
9sub apps · 0G 0A
13KokeAtlético Madrid
9sub apps · 0G 0A
14Fermín LópezBarcelona
8sub apps · 6G 4A
15Viktor GyökeresArsenal
8sub apps · 5G 1A

Attacking

Goals per 90

1Kylian MbappéReal Madrid
1.48per 90
2Harry KaneFC Bayern München
1.21per 90
3Anthony GordonNewcastle United
1.17per 90
4Erling HaalandManchester City
0.95per 90
5Alexander SørlothAtlético Madrid
0.88per 90
6Ousmane DembéléParis Saint-Germain
0.87per 90
7Khvicha KvaratskheliaParis Saint-Germain
0.79per 90
8Gabriel MartinelliArsenal
0.77per 90
9Victor OsimhenGalatasaray
0.75per 90
10Julián AlvarezAtlético Madrid
0.73per 90
11Fermín LópezBarcelona
0.67per 90
12Harvey BarnesNewcastle United
0.67per 90
13Luis DíazFC Bayern München
0.64per 90
14Lamine YamalBarcelona
0.62per 90
15Camilo DuránQarabağ
0.60per 90

xG per 90

1Kylian MbappéReal Madrid
1.09per 90
2Anthony GordonNewcastle United
0.99per 90
3Victor OsimhenGalatasaray
0.89per 90
4Harry KaneFC Bayern München
0.82per 90
5Erling HaalandManchester City
0.82per 90
6Ousmane DembéléParis Saint-Germain
0.73per 90
7Hugo EkitikéLiverpool
0.66per 90
8Mohamed SalahLiverpool
0.63per 90
9Julián AlvarezAtlético Madrid
0.62per 90
10Vinícius JúniorReal Madrid
0.62per 90
11Viktor GyökeresArsenal
0.59per 90
12Serhou GuirassyBorussia Dortmund
0.59per 90
13Alexander SørlothAtlético Madrid
0.58per 90
14Lamine YamalBarcelona
0.57per 90
15Mario PašalićAtalanta
0.57per 90

npxG per 90

1Kylian MbappéReal Madrid
0.85per 90
2Erling HaalandManchester City
0.72per 90
3Hugo EkitikéLiverpool
0.66per 90
4Victor OsimhenGalatasaray
0.62per 90
5Alexander SørlothAtlético Madrid
0.58per 90
6Mario PašalićAtalanta
0.57per 90
7Gabriel MartinelliArsenal
0.55per 90
8Robert LewandowskiBarcelona
0.55per 90
9Mohamed SalahLiverpool
0.52per 90
10Viktor GyökeresArsenal
0.51per 90
11Anthony GordonNewcastle United
0.51per 90
12Vinícius JúniorReal Madrid
0.50per 90
13Nicolò TresoldiClub Brugge KV
0.50per 90
14Jude BellinghamReal Madrid
0.49per 90
15Folarin BalogunAS Monaco
0.49per 90

Shots per 90

1Kylian MbappéReal Madrid
5.53per 90
2Mason GreenwoodOlympique de Marseille
4.56per 90
3Victor OsimhenGalatasaray
4.49per 90
4Vinícius JúniorReal Madrid
4.31per 90
5Alexander SørlothAtlético Madrid
4.23per 90
6Erling HaalandManchester City
4.17per 90
7Harry KaneFC Bayern München
3.98per 90
8Khvicha KvaratskheliaParis Saint-Germain
3.95per 90
9Hugo EkitikéLiverpool
3.87per 90
10Michael OliseFC Bayern München
3.75per 90
11Ousmane DembéléParis Saint-Germain
3.70per 90
12Bukayo SakaArsenal
3.67per 90
13Robert LewandowskiBarcelona
3.61per 90
14Lamine YamalBarcelona
3.60per 90
15Christos TzolisClub Brugge KV
3.43per 90

Creation & passing

Assists per 90

1Leandro TrossardArsenal
0.57per 90
2Michael OliseFC Bayern München
0.50per 90
3Achraf HakimiParis Saint-Germain
0.47per 90
4Khvicha KvaratskheliaParis Saint-Germain
0.47per 90
5Fermín LópezBarcelona
0.45per 90
6Harvey BarnesNewcastle United
0.45per 90
7Jérémy DokuManchester City
0.43per 90
8Christos TzolisClub Brugge KV
0.43per 90
9Ole Didrik BlombergBodø/Glimt
0.42per 90
10Désiré DouéParis Saint-Germain
0.41per 90
11Lamine YamalBarcelona
0.41per 90
12Jens Petter HaugeBodø/Glimt
0.40per 90
13Kieran TrippierNewcastle United
0.40per 90
14Vinícius JúniorReal Madrid
0.38per 90
15Serhou GuirassyBorussia Dortmund
0.38per 90

Key passes per 90

1Florian WirtzLiverpool
3.43per 90
2Désiré DouéParis Saint-Germain
3.31per 90
3Mohamed SalahLiverpool
3.28per 90
4Gabriel SaraGalatasaray
3.18per 90
5Kylian MbappéReal Madrid
3.06per 90
6Arda GülerReal Madrid
2.97per 90
7Michael OliseFC Bayern München
2.83per 90
8Nicolas PépéVillarreal
2.80per 90
9Jens Petter HaugeBodø/Glimt
2.58per 90
10Dominik SzoboszlaiLiverpool
2.56per 90
11Federico DimarcoInter
2.52per 90
12Christos TzolisClub Brugge KV
2.49per 90
13Georgiy SudakovBenfica
2.49per 90
14Julián AlvarezAtlético Madrid
2.47per 90
15Lamine YamalBarcelona
2.47per 90

Dribbles per 90

1Jérémy DokuManchester City
5.57per 90
2Lamine YamalBarcelona
4.63per 90
3Michael OliseFC Bayern München
3.75per 90
4Noni MaduekeArsenal
3.26per 90
5Leroy SanéGalatasaray
3.11per 90
6Luis DíazFC Bayern München
2.74per 90
7Kenan YıldızJuventus
2.70per 90
8Hugo EkitikéLiverpool
2.58per 90
9Khvicha KvaratskheliaParis Saint-Germain
2.53per 90
10Jens Petter HaugeBodø/Glimt
2.50per 90
11Désiré DouéParis Saint-Germain
2.48per 90
12Mauro JúniorPSV Eindhoven
2.43per 90
13Nuno MendesParis Saint-Germain
2.25per 90
14Pedro NetoChelsea
2.20per 90
15Maghnes AklioucheAS Monaco
2.16per 90

Passes per 90

1VitinhaParis Saint-Germain
99.3per 90
2Aleksandar PavlovićFC Bayern München
89.0per 90
3Joshua KimmichFC Bayern München
86.7per 90
4Aleix GarcíaBayer 04 Leverkusen
86.3per 90
5Eric GarcíaBarcelona
81.0per 90
6Pierre-Emile HøjbjergOlympique de Marseille
81.0per 90
7Pau CubarsíBarcelona
80.6per 90
8PedriBarcelona
76.1per 90
9Alessandro BastoniInter
75.8per 90
10Youri BaasAFC Ajax
75.3per 90
11Gonçalo InácioSporting
74.8per 90
12Gerard MartínBarcelona
74.6per 90
13Loïc BadéBayer 04 Leverkusen
71.3per 90
14Waldemar AntonBorussia Dortmund
70.6per 90
15Edmond TapsobaBayer 04 Leverkusen
69.6per 90

Defence & duels

Tackles per 90

1Anan KhalailiRoyale Union Saint-Gilloise
4.35per 90
2Maximiliano AraújoSporting
3.95per 90
3Kevin Mac AllisterRoyale Union Saint-Gilloise
3.74per 90
4Nathaniel BrownEintracht Frankfurt
3.70per 90
5Ofri AradKairat Almaty
3.40per 90
6Manuel LocatelliJuventus
3.34per 90
7Alejandro GrimaldoBayer 04 Leverkusen
3.17per 90
8Ramy BensebainiBorussia Dortmund
3.14per 90
9BrunoPafos FC
3.03per 90
10ÉdersonAtalanta
2.98per 90
11Moisés CaicedoChelsea
2.96per 90
12Lukas LeragerFC København
2.91per 90
13Matteo RuggeriAtlético Madrid
2.83per 90
14Jude BellinghamReal Madrid
2.82per 90
15Jobe BellinghamBorussia Dortmund
2.80per 90

Interceptions per 90

1Santiago HezzeOlympiacos FC
2.45per 90
2Ryan GravenberchLiverpool
2.34per 90
3Tomás AraújoBenfica
2.33per 90
4Lorenzo PirolaOlympiacos FC
2.20per 90
5Aitor ParedesAthletic Club
2.14per 90
6Aurélien TchouaméniReal Madrid
2.08per 90
7Berat DjimsitiAtalanta
1.92per 90
8Erkin TapalovKairat Almaty
1.92per 90
9Morten HjulmandSporting
1.88per 90
10Marko JankovićQarabağ
1.88per 90
11Jerdy SchoutenPSV Eindhoven
1.87per 90
12Marcos LópezFC København
1.86per 90
13Dan GlazerKairat Almaty
1.84per 90
14Sondre FetBodø/Glimt
1.81per 90
15Dayot UpamecanoFC Bayern München
1.78per 90

Aerials won per 90

1Alexander SørlothAtlético Madrid
5.40per 90
2Dan BurnNewcastle United
3.36per 90
3Kasper HøghBodø/Glimt
3.28per 90
4Victor OsimhenGalatasaray
3.21per 90
5Berat DjimsitiAtalanta
3.21per 90
6Virgil van DijkLiverpool
3.00per 90
7Egor Sorokin
3.00per 90
8Nicolás OtamendiBenfica
2.93per 90
9Serhou GuirassyBorussia Dortmund
2.92per 90
10Davinson SánchezGalatasaray
2.74per 90
11Malick ThiawNewcastle United
2.72per 90
12Robert LewandowskiBarcelona
2.60per 90
13Derrick LuckassenPafos FC
2.60per 90
14Lorenzo PirolaOlympiacos FC
2.57per 90
15Ayoub El KaabiOlympiacos FC
2.49per 90

Ball recoveries per 90

1Anan KhalailiRoyale Union Saint-Gilloise
6.01per 90
2Maximiliano AraújoSporting
5.24per 90
3Kevin Mac AllisterRoyale Union Saint-Gilloise
4.90per 90
4Santiago HezzeOlympiacos FC
4.77per 90
5Manuel LocatelliJuventus
4.73per 90
6Matteo RuggeriAtlético Madrid
4.54per 90
7Nathaniel BrownEintracht Frankfurt
4.49per 90
8ÉdersonAtalanta
4.47per 90
9Ofri AradKairat Almaty
4.43per 90
10Alejandro GrimaldoBayer 04 Leverkusen
4.42per 90
11Mario LeminaGalatasaray
4.31per 90
12Ramy BensebainiBorussia Dortmund
4.30per 90
13Lukas LeragerFC København
4.28per 90
14Dan GlazerKairat Almaty
4.25per 90
15Erkin TapalovKairat Almaty
4.16per 90

Tackles + interceptions combined.