Advanced stats

Experimental Data
NamePoints per millionCost per goalPoints per gameSEMBonusCostType
Brandon Williams9.514.1 (1+1)3.2379(758)1412
David Martin50 (0+0)4.00(435)2401
Bruno Miguel Borges Fernandes4.474.25 (2+3)7.689.4(447)6853
José Reina4.220 (0+0)3.20(540)2451
Japhet Tanganga4.150 (0+0)2.80(525)0412
Timothy Castagne4.115.6 (1+2)11.560(180)4562
Ondrej Duda4.040 (0+1)2.7577(577)0473
Patrick Bamford3.682.85 (2+2)10.532.5(130)3574
James Justin3.484.6 (1+1)8.090(180)1462
Dominic Calvert-Lewin3.471.8 (4+0)12.539.5(158)5724
Hélder Wander Sousa de Azevedo e Costa3.392.8 (2+1)9.560(180)2563
Ezri Konsa Ngoyo3.334.5 (1+0)15.090(90)3452
Gabriel Magalhães3.335.1 (1+0)8.5180(180)3512
Wilfried Zaha3.242.37 (3+0)11.560(180)3713
Mateusz Klich3.212.8 (2+1)9.056.67(170)2563
Jeff Hendrick3.25 (1+1)8.090(180)3503
Dwight Gayle3.20 (0+1)1.3377(377)0504
Romain Saïss3.145.1 (1+0)8.0180(180)3512
Steven Bergwijn2.973.7 (2+0)4.4208(416)2743
Reece James2.945.1 (1+1)7.590(180)3512
Heung-Min Son2.892.25 (4+0)13.045(180)2903
Emiliano Martínez2.890 (0+0)13.00(90)2451
Andros Townsend2.836 (1+1)8.590(180)4603
Neal Maupay2.773.25 (2+1)9.060(180)3654
Tyrick Mitchell2.680 (0+1)5.5180(180)0412
Vicente Guaita2.60 (0+0)6.50(180)3501
Michael Keane2.65 (1+0)6.5180(180)0502
Dennis Praet2.555.5 (1+1)7.078(156)1553
Alisson Ramses Becker2.50 (0+0)7.50(180)2601
Jorge Luiz Frello Filho2.45 (1+1)6.081(162)2503
Mbwana Samatta2.375.9 (1+0)3.5352(352)2594
Leandro Trossard2.336 (1+1)7.090(180)1603
Harvey Barnes2.297 (1+1)8.090(180)3703
Lukas Rupp2.220 (0+0)1.70(336)0453
Harry Kane2.1910.5 (1+4)11.534.6(173)31054
Aleksandar Mitrović2.173 (2+0)6.558.5(117)3604
Virgil van Dijk2.156.5 (1+0)7.0180(180)1652
Lucas Digne2.130 (0+1)6.5180(180)3612
Matheus Pereira26 (1+1)6.080(160)0603
Tyrone Mings20 (0+1)10.090(90)1502
Daniel Castelo Podence20 (0+2)5.582.5(165)0553
Jarrod Bowen26.5 (1+0)3.2182(182)2653
James Rodríguez27.5 (1+1)7.583.5(167)2753
Willian Borges Da Silva1.980 (0+3)8.045.67(137)2813
Mohamed Salah1.94.03 (3+0)11.560(180)31213
Bernd Leno1.80 (0+0)4.50(180)1501
Jordan Pickford1.80 (0+0)4.50(180)1501
Karl Darlow1.80 (0+0)4.50(180)0501
Kurt Zouma1.85 (1+0)4.5180(180)0502
Conor Coady1.80 (0+0)4.50(180)2502
Daniel Ceballos Fernández1.80 (0+1)4.5102(102)3503
Rob Holding1.780 (0+0)4.00(180)0452
Richarlison de Andrade1.750 (0+3)7.060(180)1804
Ezequiel Schelotto1.750 (0+0)1.10(287)0402
Sander Berge1.670 (0+0)2.00(208)0483
Alexandre Lacazette1.654.25 (2+0)7.081(162)2854
Raúl Jiménez1.654.25 (2+0)7.090(180)2854
Aaron Connolly1.645.5 (1+0)4.5134(134)2554
Jeffrey Schlupp1.640 (0+1)4.5154(154)1553
Grady Diangana1.645.5 (1+0)4.5160(160)0553
Rui Pedro dos Santos Patrício1.640 (0+0)4.50(180)0551
Jack Harrison1.645.5 (1+0)4.5180(180)0553
Lewis Dunk1.60 (0+0)4.00(180)1502
Mathew Ryan1.560 (0+0)3.50(180)0451
Scott Dann1.560 (0+0)7.00(90)1452
Jamal Lewis1.560 (0+0)3.50(180)1452
Adam Webster1.560 (0+0)3.50(180)0452
Joel Ward1.560 (0+0)3.50(180)0452
Tariq Lamptey1.560 (0+2)3.573.5(147)0452
Ben White1.560 (0+0)3.50(168)0452
Danny Ings1.554.2 (2+0)6.590(180)1844
Callum Wilson1.546.5 (1+0)5.0174(174)2654
Edward Nketiah1.535.9 (1+0)4.516(16)3594
Sadio Mané1.515.95 (2+0)9.090(180)31193
Jeremy Ngakia1.50 (0+0)1.50(360)0402
Jimmy Dunne1.54 (1+0)6.090(90)0402
Jamie Vardy1.495.05 (2+0)7.590(180)31014
Pablo Marí1.460 (0+0)7.00(90)1482
Kasper Schmeichel1.450 (0+0)4.00(180)0551
Pedro Lomba Neto1.450 (0+1)4.0144(144)0553
Andrew Robertson1.430 (0+1)5.0180(180)0702
Seamus Coleman1.40 (0+0)3.50(180)0502
Federico Fernández1.40 (0+0)3.50(180)0502
Kalvin Phillips1.40 (0+1)3.5180(180)0503
Héctor Bellerín1.40 (0+0)3.50(180)0502
Phil Foden1.386.5 (1+0)9.090(90)2653
Javier Manquillo1.330 (0+0)3.00(180)0452
André-Frank Zambo Anguissa1.330 (0+1)3.0117(117)0453
Jamaal Lascelles1.330 (0+0)3.00(180)0452
Yerry Mina1.270 (0+0)3.50(180)0552
Fabio Henrique Tavares1.270 (0+1)3.5122(122)0553
Willy Boly1.270 (0+0)3.50(180)0552
Çaglar Söyüncü1.270 (0+0)3.50(180)0552
Michail Antonio1.256.4 (1+0)4.0180(180)0644
Tomas Soucek1.220 (0+0)1.50(229)0493
Fernando Marçal1.20 (0+0)3.00(97)0502
Ainsley Maitland-Niles1.20 (0+0)6.00(90)0502
Jordan Ayew1.170 (0+1)3.5170(170)0604
Kevin De Bruyne1.1211.6 (1+1)13.045(90)31163
Matt Targett1.110 (0+0)5.00(90)0452
Steven Alzate1.110 (0+0)2.50(168)0453
William Smallbone1.110 (0+0)2.50(156)0453
Moussa Djenepo1.090 (0+1)3.0103(103)0553
Kieran Tierney1.090 (0+0)6.00(90)0552
Bobby Decordova-Reid1.095.5 (1+0)3.047(47)0554
Trent Alexander-Arnold1.070 (0+0)4.00(178)1752
Ignacio Pussetto1.060 (0+0)0.80(56)0473
Nabil Bentaleb1.020 (0+0)1.70(270)0493
Matthew Cash10 (0+0)5.00(90)0502
Wilfred Ndidi10 (0+0)2.50(180)0503
Solomon March10 (0+0)2.50(167)0503
Cheikhou Kouyaté10 (0+0)2.50(180)0503
Pierre-Emerick Aubameyang112 (1+1)6.090(180)01203
Emile Smith Rowe0.930 (0+0)2.00(96)0433
Chris Wood0.926.5 (1+0)6.090(90)0654
Allan Marques Loureiro0.910 (0+0)2.50(180)0553
Granit Xhaka0.910 (0+0)2.50(167)0553
Georginio Wijnaldum0.910 (0+0)2.50(180)0553
Hugo Lloris0.910 (0+0)2.50(180)0551
André Filipe Tavares Gomes0.910 (0+0)2.50(157)0553
João Filipe Iria Santos Moutinho0.910 (0+0)2.50(162)0553
James McArthur0.910 (0+0)2.50(180)0553
Kyle Walker-Peters0.890 (0+1)2.0180(180)0452
Harrison Reed0.890 (0+0)2.00(159)0453
Nampalys Mendy0.890 (0+0)2.00(180)0453
Stuart Dallas0.890 (0+1)2.0180(180)0452
James McCarthy0.890 (0+0)2.00(160)0453
Donny van de Beek0.867 (1+0)6.023(23)0703
Gedson Carvalho Fernandes0.850 (0+0)1.00(40)0473
Dwight McNeil0.830 (0+1)5.090(90)0603
Miguel Almirón0.830 (0+1)2.550(50)0603
Kepa Arrizabalaga0.80 (0+0)2.00(180)0501
N'Golo Kanté0.80 (0+0)2.00(180)0503
Leander Dendoncker0.80 (0+0)2.00(102)0503
Tomas Soucek0.80 (0+0)2.00(180)0503
Isaac Hayden0.80 (0+0)2.00(180)0503
Joe Bryan0.80 (0+1)2.0180(180)0502
Declan Rice0.80 (0+0)2.00(180)0503
Romaine Sawyers0.80 (0+0)2.00(142)0503
Jake Livermore0.80 (0+0)2.00(180)0503
Daniel Castelo Podence0.780 (0+0)1.00(43)0513
Ayoze Pérez0.780 (0+0)2.50(127)0643
Youri Tielemans0.770 (0+0)2.50(180)0653
Adama Traoré0.770 (0+0)2.50(180)0653
Naby Keita0.740 (0+0)2.00(120)0543
Timo Werner0.740 (0+1)3.5180(180)0954
Allan Saint-Maximin0.730 (0+0)2.00(106)0553
Darren Randolph0.730 (0+0)1.50(180)0411
Jonjo Shelvey0.730 (0+0)2.00(161)0553
Ivan Ricardo Neves Abreu Cavaleiro0.730 (0+0)2.00(180)0553
Abdoulaye Doucouré0.730 (0+0)2.00(154)0553
James Ward-Prowse0.680 (0+0)2.00(180)0593
Erik Lamela0.680 (0+1)4.029(29)0593
William Smallbone0.670 (0+0)1.50(111)0453
Mohamed Naser El Sayed Elneny0.670 (0+0)3.00(90)0453
Ryan Fredericks0.670 (0+1)1.5180(180)0452
John Fleck0.670 (0+0)2.00(152)0603
Charlie Taylor0.670 (0+1)3.090(90)0452
Illan Meslier0.670 (0+0)1.50(180)0451
Oumar Niasse0.670 (0+0)1.00(19)0454
Roberto Firmino0.640 (0+1)3.0175(175)0944
Jarrod Bowen0.630 (0+0)2.00(170)0643
Pablo Fornals0.630 (0+0)2.00(153)0643
Gabriel Fernando de Jesus0.639.5 (1+0)6.090(90)1954
Odion Ighalo0.620 (0+0)1.00(31)0654
Ben Davies0.60 (0+0)1.50(180)0502
Eric Dier0.60 (0+0)1.50(180)0502
Josh Onomah0.60 (0+0)1.50(131)0503
Jack O'Connell0.60 (0+0)1.50(180)0502
Douglas Luiz Soares de Paulo0.60 (0+0)3.00(90)0503
Aaron Ramsdale0.60 (0+0)1.50(180)0501
Sander Berge0.60 (0+0)1.50(104)0503
Aboubakar Kamara0.60 (0+0)1.50(119)0503
Chris Basham0.60 (0+0)1.50(137)0502
Neeskens Kebano0.60 (0+0)1.50(94)0503
Pierre-Emile Højbjerg0.60 (0+0)1.50(180)0503
Mason Mount0.580 (0+0)2.00(180)0693
Lucas Rodrigues Moura da Silva0.570 (0+0)2.00(150)0703
Valentino Lazaro0.560 (0+0)0.80(217)0543
Rúben Diogo da Silva Neves0.550 (0+0)1.50(104)0553
Andy Carroll0.550 (0+0)1.50(132)0554
Enda Stevens0.550 (0+0)1.50(180)0552
Jordan Henderson0.550 (0+0)1.50(110)0553
Harry Winks0.550 (0+0)1.50(149)0553
George Baldock0.550 (0+0)1.50(180)0552
Mahmoud Ahmed Ibrahim Hassan0.550 (0+0)3.00(90)0553
Callum Robinson0.550 (0+0)1.50(149)0554
Che Adams0.510 (0+0)1.50(163)0594
Marcos Alonso0.50 (0+0)1.50(180)0602
Conor Hourihane0.50 (0+0)3.00(61)0603
Takumi Minamino0.490 (0+0)1.00(77)0613
Nathan Holland0.450 (0+0)1.00(31)0443
Oriol Romeu Vidal0.440 (0+0)1.00(144)0453
Curtis Jones0.440 (0+0)1.00(19)0453
Oliver Burke0.440 (0+0)2.00(90)0453
Darnell Furlong0.440 (0+0)1.00(158)0452
Alex McCarthy0.440 (0+0)1.00(180)0451
Anthony Gordon0.440 (0+0)1.00(59)0454
Issa Diop0.440 (0+0)1.00(180)0452
Indiana Vassilev0.440 (0+0)1.00(36)0453
Yves Bissouma0.440 (0+0)1.00(178)0453
Kenny Tete0.440 (0+1)2.090(90)0452
Mamadou Sakho0.440 (0+0)2.00(90)0452
Sam Johnstone0.440 (0+0)1.00(180)0451
Raheem Sterling0.430 (0+1)5.081(81)01153
Jack Grealish0.430 (0+0)3.00(90)0703
Mark Noble0.410 (0+0)2.00(66)0493
Sead Kolasinac0.410 (0+0)2.00(90)0492
Kyle Edwards0.40 (0+0)1.00(41)0503
Josh Brownhill0.40 (0+0)2.00(90)0503
John Stones0.40 (0+0)2.00(90)0502
Scott McTominay0.40 (0+0)2.00(90)0503
Aaron Cresswell0.40 (0+0)1.00(180)0502
Oliver Norwood0.40 (0+0)2.00(75)0503
Lukasz Fabianski0.40 (0+0)1.00(180)0501
Angelo Ogbonna0.40 (0+0)1.00(180)0502
Tyler Roberts0.40 (0+0)1.00(73)0503
Bukayo Saka0.370 (0+0)2.00(88)0543
David McGoldrick0.370 (0+0)1.00(49)0544
Shane Long0.370 (0+0)1.00(15)0544
Nathan Aké0.360 (0+0)2.00(90)0552
Marc Albrighton0.360 (0+0)1.00(30)0553
Borja González Tomás0.360 (0+0)1.00(16)0554
Fernando Luiz Rosa0.360 (0+0)2.00(90)0552
Kai Havertz0.360 (0+0)1.50(124)0843
Ashley Westwood0.360 (0+0)2.00(90)0553
Alireza Jahanbakhsh0.360 (0+0)1.00(12)0553
Stuart Armstrong0.360 (0+0)2.00(67)0553
Mateo Kovacic0.360 (0+0)2.00(78)0553
John McGinn0.360 (0+0)2.00(90)0553
Toby Alderweireld0.360 (0+0)2.00(90)0552
Rodrigo Moreno0.340 (0+0)1.00(73)0594
Pablo Hernández Domínguez0.340 (0+0)2.00(61)0593
Luka Milivojevic0.340 (0+0)1.00(18)0593
Joelinton Cássio Apolinário de Lira0.340 (0+0)1.00(33)0594
Oliver McBurnie0.340 (0+0)1.00(112)0594
Ruben Loftus-Cheek0.330 (0+0)2.00(60)0603
Moise Kean0.330 (0+0)1.00(13)0604
Matt Doherty0.330 (0+0)1.00(165)0602
Ollie Watkins0.330 (0+0)2.00(90)0604
Kyle Walker0.330 (0+0)2.00(90)0602
Billy Sharp0.330 (0+0)2.00(90)0604
Ross Barkley0.330 (0+0)1.00(40)0603
Eberechi Eze0.330 (0+0)1.00(24)0603
Ederson Santana de Moraes0.330 (0+0)2.00(90)0601
Sébastien Haller0.320 (0+0)1.00(25)0634
Felipe Anderson Pereira Gomes0.310 (0+0)1.00(2)0643
Adam Lallana0.310 (0+0)1.00(56)0643
Nathan Redmond0.310 (0+0)2.00(90)0643
Gylfi Sigurdsson0.290 (0+0)1.00(47)0693
James Maddison0.290 (0+0)1.00(43)0703
Steven Bergwijn0.270 (0+0)1.00(36)0733
Nicolas Pépé0.260 (0+0)1.00(41)0783
Oskar Buur0.250 (0+0)1.00(22)0402
Tariq Lamptey0.250 (0+0)1.00(31)0402
Paul Pogba0.250 (0+0)2.00(66)0803
Rúben Gonçalo Silva Nascimento Vinagre0.230 (0+0)1.00(82)0442
Wes Morgan0.230 (0+0)1.00(1)0442
Liam Cooper0.230 (0+0)1.00(90)0442
Leon Clarke0.230 (0+0)1.00(13)0444
Brandon Pierrick0.220 (0+0)1.00(7)0453
Faustino Anjorin0.220 (0+0)1.00(19)0453
Arthur Masuaku0.220 (0+0)1.00(89)0452
Nathan Tella0.220 (0+0)1.00(22)0453
Anthony Martial0.220 (0+0)2.00(90)0904
Harvey Elliott0.220 (0+0)1.00(1)0453
Jannik Vestergaard0.220 (0+0)1.00(45)0452
Dara O'Shea0.220 (0+0)0.50(180)0452
Kyle Bartley0.220 (0+0)0.50(180)0452
Rekeem Harper0.220 (0+0)1.00(21)0453
Curtis Jones0.220 (0+0)1.00(24)0453
Denis Odoi0.220 (0+0)0.50(180)0452
Jan Bednarek0.220 (0+0)0.50(135)0452
Ethan Ampadu0.220 (0+0)1.00(59)0452
Armando Broja0.220 (0+0)1.00(4)0454
Marek Rodák0.220 (0+0)1.00(90)0451
Mario Lemina0.220 (0+0)1.00(20)0453
Ezgjan Alioski0.220 (0+0)1.00(20)0452
Luke Ayling0.220 (0+0)0.50(180)0452
Dan Burn0.220 (0+0)1.00(32)0452
Keinan Davis0.220 (0+0)1.00(28)0454
Tim Ream0.220 (0+0)1.00(90)0452
Alphonse Areola0.220 (0+0)1.00(90)0451
Robin Koch0.220 (0+0)0.50(180)0452
Marcus Rashford0.210 (0+0)2.00(90)0953
Josh Brownhill0.210 (0+0)1.00(1)0483
Sean Longstaff0.20 (0+0)1.00(2)0493
Luke Shaw0.20 (0+0)1.00(90)0502
Moussa Sissoko0.20 (0+0)1.00(45)0493
Victor Lindelöf0.20 (0+0)1.00(90)0502
Vitor Ferreira0.20 (0+0)1.00(4)0503
Sam Field0.20 (0+0)1.00(15)0493
Ben Osborn0.20 (0+0)1.00(27)0503
Robbie Brady0.20 (0+0)1.00(39)0503
Ryan Bertrand0.20 (0+0)0.50(180)0502
Jamie Shackleton0.20 (0+0)1.00(9)0493
Jack Stephens0.20 (0+0)0.50(180)0502
Matej Vydra0.20 (0+0)1.00(20)0504
Tom Davies0.190 (0+0)1.00(1)0543
Matt Phillips0.190 (0+0)1.00(19)0543
Bruno Miguel Borges Fernandes0.190 (0+0)2.00(90)01053
James Milner0.190 (0+0)1.00(26)0543
Tom Cairney0.190 (0+0)1.00(90)0543
Hal Robson-Kanu0.190 (0+0)1.00(30)0544
Rodrigo Hernandez0.180 (0+0)1.00(90)0553
David de Gea0.180 (0+0)1.00(90)0551
Davinson Sánchez0.180 (0+0)1.00(90)0552
David Luiz Moreira Marinho0.180 (0+0)1.00(1)0552
Joseph Gomez0.180 (0+0)1.00(90)0552
Joel Matip0.180 (0+0)1.00(1)0552
John Lundstram0.180 (0+0)0.50(180)0553
Nick Pope0.180 (0+0)1.00(90)0551
Alexis Mac Allister0.180 (0+0)1.00(10)0553
Fabio Silva0.180 (0+0)1.00(12)0554
César Azpilicueta0.170 (0+0)1.00(5)0592
Benjamin Mendy0.170 (0+0)1.00(90)0602
Tanguy Ndombele0.170 (0+0)0.50(59)0603
Ryan Fraser0.170 (0+0)1.00(57)0603
Thiago Alcántara do Nascimento0.170 (0+0)1.00(45)0603
Andriy Yarmolenko0.170 (0+0)0.50(30)0593
Alex Iwobi0.170 (0+0)1.00(19)0593
Callum Hudson-Odoi0.170 (0+0)1.00(10)0593
Pascal Groß0.170 (0+0)1.00(11)0593
Michy Batshuayi0.170 (0+0)1.00(9)0594
Jay Rodriguez0.170 (0+0)1.00(69)0604
Takumi Minamino0.160 (0+0)1.00(4)0633
Daniel James0.150 (0+0)1.00(45)0653
Odion Ighalo0.150 (0+0)1.00(9)0654
Ferran Torres0.140 (0+0)1.00(9)0703
Tammy Abraham0.140 (0+0)1.00(11)0734
Mason Greenwood0.130 (0+0)1.00(45)0753
Bamidele Alli0.130 (0+0)1.00(45)0783
Branislav Ivanovic00 (0+0)0.00(0)0452
Harry Lewis00 (0+0)0.00(0)0401
Bertrand Traoré00 (0+0)0.00(0)0603
Kenneth Zohore00 (0+0)0.00(0)0504
José Izquierdo00 (0+0)0.00(0)0553
Ki-Jana Hoever00 (0+0)0.00(0)0452
Joël Veltman00 (0+0)0.00(0)0442
Elia Caprile00 (0+0)0.00(0)0401
Josh Benson00 (0+0)0.00(0)0453
Conor Townsend00 (0+0)0.00(0)0452
Charlie Austin00 (0+0)0.00(0)0544
Oluwasemilogo Adesewo Ibidapo Ajayi00 (0+0)0.00(180)0492
Jonathan Leko00 (0+0)0.00(0)0453
Mateusz Bogusz00 (0+0)0.00(0)0453
Matthew Longstaff00 (0+0)0.00(0)0493
Jason Steele00 (0+0)0.00(0)0401
Ryan Inniss00 (0+0)0.00(0)0402
Morgan Gibbs-White00 (0+0)0.00(0)0503
Leonardo Campana00 (0+0)0.00(0)0504
Ahmed El-Sayed Hegazy00 (0+0)0.00(0)0442
Danny Rose00 (0+0)0.00(0)0492
Wesley Moraes00 (0+0)0.00(0)0604
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