So far this season the premier league has thrown up a few surprises with the likes of Leicester City, Crystal Palace and West Ham making up three of the top six. In this article we will be looking at the best players so far this season and at the end I will say who i think have been the best XI so far.

Goalkeeper -

Petr Cech

Appearances -8

Number of saves -32

Clean Sheets -4

Jack Butland

Appearances -8

Number of saves -37

Clean sheets -1

Defenders -

Bacary Sagna

Appearances -7

Tackles made - 10

Clearances - 23

Interceptions -11

Toby Alderweireld

Appearances -8

Tackles made -3

Clearances -57

Blocks -5

Scott Dann

Games played -7

Tackles made -6

Clearances -53

Blocks -12

Nacho Monreal

Games played -8

Tackles made -13

Clearances -29

Interceptions -14

Pape Souare

Games played -8

Tackled made - 7

Clearances -56

Interceptions -10

Ashley Williams

Games played -8

Tackles made -13

Clearances -70

Blocks - 14

Midfielders -

Yohan Cabaye

Goals -3

Assists -1

Interceptions -30

Average pass accuracy - 84%

Mesut Ozil

Goals -1

Assists -4

Interceptions -6

Average pass accuracy -89%

Juan Mata

Goals -3

Assists -3

Interceptions -9

Average pass accuracy -90%

Dimitri Payet

Goals -4

Assists -3

Interceptions - 10

Avg.

pass accuracy - 81%

Ross Barkley

Goals -2

Assists -3

Interceptions -3

Avg. pass accuracy -86%

Riyad Mahrez

Goals -5

Assists -3

Successful take on's -33

Avg. pass accuracy -73%

Alexis Sanchez

Goals -5

Assists -0

Successful take on's - 24

Avg. pass accuracy -81%

Sadio Mane

Goals - 2

Assists -4

Successful take on's -21

Average pass accuracy -83%

Andre Ayew

Goals -4

Assists -1

Interceptions - 7

Average pass accuracy -77%

Striker -

Jamie Vardy

Appearances -8

Goals -7

Assists -1

Shot accuracy -59%

Romelu Lukaku

Appearances -8

Goals -5

Assists -2

Shot accuracy -73%

Sergio Aguero

Games played -8

Goals -6

Assists -1

Shot accuracy -58%

Graziano Pelle

Games played -8

Goals -5

Assists -2

Shot accuracy -37%

Theo Walcott

Games played -7

Goals -2

Assists -2

Shot accuracy -58%

My Team of the Season

Goalkeeper -Jack Butland (Stoke City)

Right back -Bacary Sagna (Manchester City)

Centre back -Scott Dann (Crystal Palace)

Centre back -Toby Alderweireld (Tottenham Hotspur)

Left Back -Nacho Monreal (Arsenal)

Centre defensive midfielder -Yohan Cabaye (Crystal Palace)

Centre midfielder -Mesut Ozil (Arsenal)

Centre midfielder -Dimitri Payet (West Ham)

Left Winger -Sadio Mane (Southampton)

Right Winger -Riyad Mahrez (Leicester City)

Striker -Jamie Vardy (Leicester City)

Who is in your team of the season?