- Köln, Leverkusen and Hamburg represented twice.
- Arturo Vidal and Henrikh Mkhitaryan shine in midfield.
- Frankfurt goalscorer Marco Russ also gets the nod.
Check out the video above to see who features in Matchday 31's best XI...
Goalkeeper: Bernd Leno
Defence: Matthias Ostrzolek
Won an impressive 13 tackles in Hamburger SV's 2-1 Nordderby win against SV Werder Bremen.
Defence: Andreas Christensen
Came out on top in 100 per cent of his individual duels as Borussia Mönchengladbach beat TSG 1899 Hoffenheim 3-1.
Defence: Marco Russ
Scored the crucial equaliser as Eintracht Frankfurt picked up a vital 2-1 win over 1. FSV Mainz 05.
Midfield: Karim Bellarabi
Found the net in Bayer's win at Schalke.
Midfield: Henrikh Mkhitaryan
Had a hand in all three goals as Borussia Dortmund beat VfB Stuttgart 3-0.
Midfield: Arturo Vidal
Midfield: Marcel Risse
Scored a fine brace as 1. FC Köln secured survival by beating SV Darmstadt 98 2-0.
Striker: Alfred Finnbogason
Scored his sixth goal since arriving at the club in FC Augsburg's 2-0 win at VfL Wolfsburg.
Striker: Pierre-Michel Lasogga
Ended a 666-minute goal drought with his strikes in Hamburg's win over Bremen.
Striker: Anthony Modeste
Netted a first brace in Köln colours as the Billy Goats saw off Darmstadt.