Advanced stats

Experimental Data
NamePoints per millionCost per goalPoints per gameSEMBonusCostType
Patrick Bamford8.450.97 (6+2)8.261.25(490)8584
Emiliano Martínez7.080 (0+0)6.80(450)4481
Jorge Luiz Frello Filho6.731.73 (3+2)7.086.4(432)4523
Wilfried Zaha6.671.44 (5+1)8.090(540)8723
Kurt Zouma6.42.5 (2+0)6.4225(450)4502
Aaron Cresswell6.20 (0+3)5.2180(540)5502
Heung-Min Son6.171.34 (7+2)11.641.78(376)7943
Ezri Konsa Ngoyo6.174.7 (1+0)5.8450(450)3472
Romain Saïss5.965.2 (1+0)6.2450(450)6522
Tyrone Mings5.775.2 (1+1)6.0225(450)3522
Hélder Wander Sousa de Azevedo e Costa5.612.85 (2+2)5.3121.75(487)2573
Dominic Calvert-Lewin5.581.1 (7+0)8.661.14(428)5774
Harry Kane5.562.16 (5+7)12.036.92(443)91084
Callum Wilson5.541.63 (4+1)7.288.8(444)7654
Jack Grealish5.422.4 (3+3)7.875(450)3723
Karl Darlow5.40 (0+0)5.40(450)4501
Mateusz Klich5.362.8 (2+2)5.0129(516)2563
Illan Meslier5.330 (0+0)4.00(540)3451
John McGinn5.275.5 (1+4)5.890(450)2553
Neal Maupay5.151.65 (4+1)6.890(450)5664
Max Kilman5.120 (0+1)10.5180(180)6412
Reece James55 (1+1)5.0181.5(363)6502
Timothy Castagne55.8 (1+3)5.8112.5(450)4582
Jarrod Bowen4.922.1 (3+0)5.2167.33(502)2633
James Rodríguez4.882.67 (3+3)7.869.83(419)5803
Lukasz Fabianski4.80 (0+0)4.00(540)3501
Benjamin Chilwell4.745.7 (1+2)9.090(270)3572
Michael Keane4.712.55 (2+0)4.8225(450)1512
Jannik Vestergaard4.674.5 (1+0)5.2315(315)1452
Arthur Masuaku4.670 (0+1)4.2448(448)3452
Andros Townsend4.596.1 (1+2)4.7180(540)4613
Fabián Balbuena4.554.4 (1+0)5.0360(360)0442
Pablo Fornals4.536.4 (1+3)4.8124.75(499)2643
Ollie Watkins4.52 (3+1)5.4112.5(450)2604
Bruno Miguel Borges Fernandes4.474.25 (2+3)7.689.4(447)6853
Jeff Hendrick4.45 (1+1)4.4215(430)3503
Lucas Digne4.350 (0+3)5.4150(450)7622
Michail Antonio4.292.1 (3+0)4.5160.33(481)5634
José Reina4.220 (0+0)3.20(540)2451
Stuart Dallas4.220 (0+1)3.2540(540)0452
Robin Koch4.220 (0+0)3.20(540)2452
Solomon March4.25 (1+1)4.2218.5(437)2503
James Justin4.174.8 (1+1)4.0225(450)1482
Gabriel Magalhães4.125.1 (1+0)5.2360(360)3512
Ondrej Duda4.040 (0+1)2.7577(577)0473
Mohamed Salah4.032.07 (6+1)8.377.14(540)41243
Rui Pedro dos Santos Patrício40 (0+0)4.40(450)0551
Cheikhou Kouyaté45 (1+0)3.3540(540)2503
Héctor Bellerín40 (0+2)4.0225(450)3502
Alex McCarthy40 (0+0)3.60(450)2451
Conor Coady40 (0+0)4.00(450)2502
Matt Targett40 (0+0)3.60(450)0452
Jack Harrison3.825.5 (1+1)4.2220.5(441)1553
Pedro Lomba Neto3.825.5 (1+1)4.2201.5(403)0553
Willy Boly3.820 (0+0)4.20(450)2552
Matthew Cash3.80 (0+0)3.80(439)1502
Andrew Robertson3.87.1 (1+2)4.5180(540)4712
Phil Foden3.793.3 (2+1)5.0125.33(376)2663
Luke Ayling3.780 (0+0)2.80(540)1452
Sam Johnstone3.780 (0+0)3.40(450)2451
Oriol Romeu Vidal3.784.5 (1+0)3.4410(410)3453
Ross Barkley3.673 (2+0)4.4155(310)3603
Matheus Pereira3.676 (1+2)4.4142.33(427)0603
Leandro Trossard3.676 (1+2)4.4145.67(437)1603
Danny Ings3.652.13 (4+0)6.2112.5(450)5854
Che Adams3.625.8 (1+2)4.2135.67(407)2584
Tyrick Mitchell3.570 (0+1)2.5540(540)0422
Vladimir Coufal3.560 (0+2)5.3135(270)3452
Jan Bednarek3.560 (0+0)3.20(405)2452
Kyle Walker-Peters3.560 (0+1)3.2450(450)0452
Dennis Praet3.455.5 (1+1)4.8145.5(291)1553
Bernd Leno3.40 (0+0)3.40(450)2501
Jamie Vardy3.42 (5+0)8.570.8(354)61004
Allan Saint-Maximin3.45.3 (1+1)4.5134(268)2533
Vicente Guaita3.40 (0+0)2.80(540)3501
Harry Maguire3.335.4 (1+1)3.6225(450)1542
Aleksandar Mitrović3.282.9 (2+0)3.2238.5(477)3584
Callum Robinson3.272.75 (2+0)3.6145(290)3554
Angelo Ogbonna3.270 (0+0)2.70(540)0492
Tomas Soucek3.270 (0+1)2.7540(540)0493
Yerry Mina3.275.5 (1+0)3.6450(450)1552
Sadio Mané3.253 (4+2)7.873.17(439)41203
Bruno Miguel Borges Fernandes3.243.5 (3+2)6.881(405)61053
Alisson Ramses Becker3.220 (0+0)4.80(360)2591
Ryan Bertrand3.20 (0+0)3.20(450)2502
Harvey Barnes3.147 (1+1)4.4225(450)3703
Timo Werner3.124.65 (2+2)4.8129.75(519)3934
Rodrigo Moreno3.15.8 (1+1)3.0160(320)3584
Aaron Connolly3.095.5 (1+1)3.4142(284)2554
Daniel Castelo Podence3.090 (0+2)4.2149.5(299)0553
Jordan Pickford30 (0+0)3.00(450)1501
Sander Berge35 (1+0)2.5464(464)1503
Seamus Coleman30 (0+1)3.0357(357)1502
Steven Bergwijn2.973.7 (2+0)4.4208(416)2743
Mahmoud Ahmed Ibrahim Hassan2.960 (0+1)3.2404(404)0543
Jairo Riedewald2.954.4 (1+0)3.2194(194)1443
Marcus Rashford2.954.75 (2+2)5.6112.5(450)2953
Grady Diangana2.915.5 (1+0)3.2413(413)0553
Nampalys Mendy2.890 (0+1)2.6435(435)0453
André-Frank Zambo Anguissa2.890 (0+1)2.2452(452)0453
César Azpilicueta2.880 (0+1)3.4320(320)0592
Diogo Jota2.863.15 (2+0)4.597(194)2633
Declan Rice2.860 (0+0)2.30(540)0493
Aaron Ramsdale2.860 (0+0)2.30(540)0491
Conor Hourihane2.836 (1+1)8.568.5(137)3603
David McGoldrick2.835.3 (1+0)2.5289(289)2534
Tom Cairney2.835.3 (1+0)3.0450(450)2533
Richarlison de Andrade2.827.8 (1+3)4.495.5(382)4784
Raúl Jiménez2.822.83 (3+0)4.8150(450)4854
Willian Borges Da Silva2.820 (0+3)4.4120.67(362)2783
Daniel Ceballos Fernández2.80 (0+1)2.8302(302)3503
Tariq Lamptey2.770 (0+3)2.6124(372)0472
Mason Mount2.756.9 (1+1)3.8179.5(359)2693
Kai Havertz2.748.4 (1+2)3.8155(465)0843
Jeffrey Schlupp2.730 (0+1)3.8316(316)1553
Kasper Schmeichel2.730 (0+0)3.00(450)0551
Nick Pope2.730 (0+0)3.80(360)3551
Yves Bissouma2.674.5 (1+0)3.0358(358)2453
Darnell Furlong2.670 (0+1)3.0338(338)1452
Leander Dendoncker2.650 (0+1)3.2282(282)0493
N'Golo Kanté2.650 (0+0)2.20(532)0493
Ademola Lookman2.65 (1+0)4.3203(203)3503
Edouard Mendy2.60 (0+0)6.50(180)0501
Aaron Wan-Bissaka2.595.4 (1+0)3.5360(360)0542
Ashley Westwood2.595.4 (1+0)3.5360(360)1543
Alexandre Lacazette2.592.83 (3+0)5.585.33(256)3854
Roberto Firmino2.589.3 (1+2)4.0163.67(491)3934
Moussa Djenepo2.555.5 (1+1)3.5116.5(233)0553
Fabio Henrique Tavares2.550 (0+1)2.3482(482)0553
Thiago Thiago2.550 (0+0)4.70(252)1552
Ederson Santana de Moraes2.50 (0+0)3.00(450)0601
Raheem Sterling2.55.8 (2+1)5.8147(441)51163
Serge Aurier2.55.2 (1+1)6.590(180)1522
Pierre-Emile Højbjerg2.450 (0+1)2.4450(450)0493
Alphonse Areola2.440 (0+0)2.20(450)0451
Charlie Taylor2.440 (0+1)2.8360(360)0452
João Pedro Cavaco Cancelo2.410 (0+1)6.5180(180)3542
Abdoulaye Doucouré2.410 (0+1)2.6411(411)0543
Kalvin Phillips2.40 (0+1)2.4450(450)0503
Mbwana Samatta2.375.9 (1+0)3.5352(352)2594
Nélson Cabral Semedo2.360 (0+0)4.30(239)0552
Nathan Aké2.365.5 (1+0)3.2289(289)0552
Virgil van Dijk2.346.4 (1+0)3.0370(370)1642
Trent Alexander-Arnold2.30 (0+1)2.8538(538)4742
Liam Cooper2.270 (0+0)3.30(270)1442
Ezgjan Alioski2.270 (0+0)2.50(156)1442
Riyad Mahrez2.268.4 (1+1)4.8173(346)2843
Bukayo Saka2.265.3 (1+0)4.0264(264)1533
Chris Basham2.240 (0+0)1.80(472)2492
Federico Fernández2.240 (0+0)2.20(450)0492
Kevin Long2.220 (0+0)2.50(360)1452
Adam Webster2.220 (0+0)2.00(450)0452
Georginio Wijnaldum2.220 (0+0)2.00(451)0543
Lukas Rupp2.220 (0+0)1.70(336)0453
Douglas Luiz Soares de Paulo2.20 (0+0)2.20(435)0503
Youri Tielemans2.196.4 (1+0)2.8450(450)0643
Kyle Walker2.170 (0+0)2.60(437)1602
Lucas Rodrigues Moura da Silva2.176.9 (1+0)3.0283(283)1693
Edward Nketiah2.115.7 (1+0)2.497(97)3574
Michy Batshuayi2.070 (0+2)3.098(196)0584
James Ward-Prowse2.070 (0+0)2.40(450)0583
Kieran Tierney2.040 (0+0)2.80(360)0542
David de Gea2.040 (0+0)2.20(450)0541
George Baldock2.040 (0+1)1.8540(540)0542
Victor Lindelöf2.040 (0+0)2.50(360)0492
Tanguy Ndombele2.035.9 (1+0)2.4212(212)0593
Conor Townsend20 (0+0)3.00(270)1452
Kyle Bartley24.5 (1+0)2.2360(360)0452
Mathew Ryan20 (0+0)1.80(450)0451
Stuart Armstrong20 (0+1)3.7247(247)0553
Rob Holding20 (0+0)3.00(270)0452
Jarrod Bowen26.5 (1+0)3.2182(182)2653
Ben White20 (0+0)1.80(438)0452
Javier Manquillo20 (0+0)2.20(305)0452
Joel Ward20 (0+0)1.80(450)0452
Scott Dann20 (0+0)4.50(180)1452
Jimmy Dunne1.954.1 (1+0)4.0180(180)0412
Oliver McBurnie1.930 (0+1)1.8342(342)0574
Tammy Abraham1.927.3 (1+1)2.8105.5(211)0734
Chris Wood1.96.3 (1+0)3.0360(360)0634
Jordan Ayew1.90 (0+1)2.8341(341)0584
Billy Sharp1.95.8 (1+0)2.8129(129)2584
Ben Davies1.880 (0+1)2.2287(287)0482
James Maddison1.867 (1+1)3.243(86)1703
Dwight McNeil1.860 (0+1)2.8360(360)0593
João Filipe Iria Santos Moutinho1.850 (0+0)2.00(335)0543
Bobby Decordova-Reid1.855.4 (1+0)2.0220(220)0544
Jake Livermore1.840 (0+0)1.80(450)0493
Romaine Sawyers1.840 (0+0)1.80(306)0493
Jack Robinson1.820 (0+1)2.7251(251)0442
Jamal Lewis1.820 (0+0)1.60(381)1442
Jamaal Lascelles1.820 (0+0)2.00(360)0442
Hugo Lloris1.820 (0+0)2.00(450)0551
Josh Brownhill1.80 (0+0)2.20(360)0503
Steven Alzate1.780 (0+0)2.00(339)0453
Harrison Reed1.780 (0+1)2.7170(170)0453
James McCarthy1.780 (0+0)2.00(316)0453
Callum Hudson-Odoi1.725.8 (1+0)3.3137(137)0583
Alexis Mac Allister1.75.3 (1+0)9.012(12)3533
Jonjo Shelvey1.670 (0+0)1.80(431)0543
Rodrigo Hernandez1.670 (0+0)1.80(450)0543
Ivan Ricardo Neves Abreu Cavaleiro1.670 (0+0)1.80(426)0543
Granit Xhaka1.670 (0+0)1.80(317)0543
James McArthur1.670 (0+0)1.80(428)0543
Sander Berge1.670 (0+0)2.00(208)0483
Rúben Santos Gato Alves Dias1.640 (0+0)3.00(270)0552
Isaac Hayden1.630 (0+0)1.60(408)0493
Scott McTominay1.630 (0+0)2.00(307)0493
Ainsley Maitland-Niles1.630 (0+0)2.70(183)0492
Mohamed Naser El Sayed Elneny1.590 (0+0)2.30(270)0443
Tim Ream1.590 (0+0)1.40(450)0442
Kevin De Bruyne1.5711.5 (1+1)4.5146(292)31153
Oliver Burke1.560 (0+0)1.80(254)0453
Pierre-Emerick Aubameyang1.5411.7 (1+1)3.6225(450)01173
Enda Stevens1.510 (0+0)1.30(540)0532
John Lundstram1.510 (0+0)1.30(498)0533
Jeremy Ngakia1.50 (0+0)1.50(360)0402
Çaglar Söyüncü1.480 (0+0)2.00(360)0542
Rúben Diogo da Silva Neves1.480 (0+0)1.60(292)0543
Allan Marques Loureiro1.480 (0+0)2.00(360)0543
Pablo Marí1.460 (0+0)7.00(90)1482
Sébastien Haller1.456.2 (1+0)1.850(50)0624
André Filipe Tavares Gomes1.450 (0+0)2.00(303)0553
Eric Dier1.430 (0+0)1.80(360)0492
Ben Osborn1.430 (0+0)1.80(269)0493
Fernando Marçal1.430 (0+0)2.30(98)0492
Nicolas Pépé1.437.7 (1+0)2.2177(177)0773
Adama Traoré1.410 (0+0)1.80(274)0643
Ahmed El-Sayed Hegazy1.40 (0+0)6.00(90)0432
Miguel Almirón1.380 (0+1)2.0128(128)0583
Alex Iwobi1.360 (0+1)2.0100(100)0593
Branislav Ivanovic1.330 (0+0)6.00(90)0452
Nathaniel Clyne1.330 (0+0)6.00(71)0452
Donny van de Beek1.326.8 (1+0)2.260(60)0683
Naby Keita1.320 (0+0)1.80(243)0533
Gylfi Sigurdsson1.30 (0+1)1.8169(169)0693
Jordan Henderson1.30 (0+0)1.80(290)0543
Andy Carroll1.30 (0+1)2.3145(145)0544
Ayoze Pérez1.290 (0+0)2.00(280)0623
Kepa Arrizabalaga1.250 (0+0)2.00(270)0481
Tomas Soucek1.220 (0+0)1.50(229)0493
Nemanja Matic1.220 (0+1)2.0136(136)0493
Joe Bryan1.220 (0+1)1.5336(336)0492
Eberechi Eze1.210 (0+0)1.40(202)0583
Ruben Loftus-Cheek1.190 (0+0)2.30(213)0593
Antonee Robinson1.140 (0+0)1.70(270)0442
Frederico Rodrigues de Paula Santos1.130 (0+0)1.50(228)0533
Ola Aina1.110 (0+0)1.70(270)0452
James Tarkowski1.110 (0+0)3.00(180)0542
Joseph Gomez1.110 (0+0)1.20(409)0542
Adam Lallana1.110 (0+0)1.40(230)0633
David Luiz Moreira Marinho1.090 (0+0)1.50(271)0552
Sergio Reguilón1.070 (0+1)3.0180(180)0562
Ignacio Pussetto1.060 (0+0)0.80(56)0473
Luka Milivojevic1.050 (0+0)1.20(138)0573
Oliver Norwood1.040 (0+0)1.70(191)0483
Wilfred Ndidi1.040 (0+0)2.50(180)0483
Neeskens Kebano1.040 (0+0)1.20(115)0483
Moussa Sissoko1.040 (0+0)1.70(225)0483
Ryan Fraser1.030 (0+1)2.092(92)0583
Paul Pogba1.030 (0+0)1.60(273)0783
Theo Walcott1.030 (0+1)3.0102(102)0583
Joelinton Cássio Apolinário de Lira1.030 (0+0)1.20(284)0584
Juan Mata1.020 (0+1)3.0147(147)0593
Luke Shaw1.020 (0+0)1.00(450)0492
Nabil Bentaleb1.020 (0+0)1.70(270)0493
Lewis Dunk1.020 (0+0)1.00(450)1492
Ferran Torres1.010 (0+1)2.399(99)0693
Alireza Jahanbakhsh0.930 (0+1)1.728(28)0543
Harry Winks0.930 (0+0)1.20(256)0543
Emil Krafth0.910 (0+1)2.0180(180)0442
Fernando Luiz Rosa0.910 (0+0)1.20(154)0552
Ryan Fredericks0.910 (0+1)1.3228(228)0442
Dale Stephens0.910 (0+0)2.00(157)0443
Erik Pieters0.910 (0+0)2.00(140)0442
Ethan Ampadu0.890 (0+0)1.30(239)0452
Mario Lemina0.890 (0+0)1.30(107)0453
Mamadou Sakho0.890 (0+0)1.00(275)0452
John Fleck0.880 (0+0)1.70(179)0573
Steven Bergwijn0.850 (0+0)1.50(152)0713
Gedson Carvalho Fernandes0.850 (0+0)1.00(40)0473
Erik Lamela0.850 (0+1)1.785(85)0593
Mark Noble0.830 (0+0)1.30(70)0483
Mason Greenwood0.830 (0+0)1.50(200)0723
Jamie Shackleton0.830 (0+0)2.00(78)0483
Tyler Roberts0.820 (0+0)1.00(173)0493
Bernardo Mota Veiga de Carvalho e Silva0.810 (0+0)2.00(182)0743
Matej Vydra0.80 (0+0)1.30(123)0504
Filip Krovinovic0.80 (0+0)2.00(104)0503
Manuel Lanzini0.786.4 (1+0)5.013(13)0643
Nathan Redmond0.780 (0+0)1.70(201)0643
Daniel Castelo Podence0.780 (0+0)1.00(43)0513
James Milner0.750 (0+0)1.00(66)0533
Shane Long0.750 (0+0)1.00(25)0534
Tom Davies0.740 (0+0)1.30(92)0543
Johann Berg Gudmundsson0.740 (0+0)2.00(90)0543
Davinson Sánchez0.740 (0+0)1.00(360)0542
Mateo Kovacic0.740 (0+0)1.30(130)0543
Darren Randolph0.730 (0+0)1.50(180)0411
Christian Pulisic0.720 (0+0)2.00(173)0833
Kelechi Iheanacho0.70 (0+0)1.30(101)0574
Pascal Groß0.690 (0+0)1.00(43)0583
Pablo Hernández Domínguez0.690 (0+0)1.30(87)0583
Matt Doherty0.690 (0+0)1.30(255)0582
Dara O'Shea0.680 (0+0)0.80(360)0442
Bertrand Traoré0.680 (0+0)1.00(42)0593
Ian Carlo Poveda-Ocampo0.680 (0+0)1.00(88)0443
Dan Burn0.680 (0+0)1.50(113)0442
Nathan Tella0.680 (0+0)1.00(48)0443
William Smallbone0.670 (0+0)1.50(111)0453
Tosin Adarabioyo0.670 (0+0)1.50(180)0452
Takumi Minamino0.660 (0+0)1.00(57)0613
Gabriel Fernando de Jesus0.659.3 (1+0)6.090(90)1934
Josh Onomah0.630 (0+0)1.50(131)0483
Jack O'Connell0.630 (0+0)1.50(180)0482
Sam Field0.630 (0+0)1.00(61)0483
Odion Ighalo0.620 (0+0)1.00(31)0654
Kyle Edwards0.610 (0+0)1.00(86)0493
Hal Robson-Kanu0.570 (0+0)1.00(84)0534
Anthony Martial0.570 (0+1)1.7206(206)0884
Ilkay Gündogan0.560 (0+0)1.50(115)0543
Valentino Lazaro0.560 (0+0)0.80(217)0543
Toby Alderweireld0.560 (0+0)1.50(180)0542
Conor Gallagher0.550 (0+0)3.00(90)0553
Jonny Evans0.550 (0+0)1.00(259)0552
Andriy Yarmolenko0.530 (0+0)0.80(81)0573
Pascal Struijk0.50 (0+0)0.70(184)0402
Ashley Barnes0.50 (0+0)1.50(152)0604
Thiago Alcántara do Nascimento0.50 (0+0)1.50(135)0603
Takumi Minamino0.490 (0+0)1.00(77)0613
Daniel James0.480 (0+0)1.00(177)0633
Curtis Jones0.450 (0+0)1.00(53)0443
Kenny Tete0.450 (0+1)1.0128(128)0442
Indiana Vassilev0.440 (0+0)1.00(36)0453
Issa Diop0.440 (0+0)1.00(180)0452
Ki-Jana Hoever0.440 (0+0)1.00(29)0452
Gary Cahill0.440 (0+0)2.00(90)0452
Adrián San Miguel del Castillo0.440 (0+0)1.00(180)0451
Rhian Brewster0.440 (0+0)1.00(79)0454
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