Joel Ward, Winston Reid, Curtis Davies, Fabian Delph and Jose Canas are among the stars of the season so far, according to Opta statistics.
The likes of Mesut Ozil, Aaron Ramsey and Daniel Sturridge have dominated most of the headlines this season, but what about those players going under the radar?
The following five players won't be sampling Champions League football any time soon but the Opta stats suggest they've been quietly impressing for their sides...
Joel Ward - Crystal Palace
It's been a difficult start to the season for Crystal Palace with Ian Holloway's team losing five of their first six matches on their return to the Premier League. But one man who has undoubtedly enhanced his reputation is right-back Joel Ward.
A bargain £400,000 signing from Portsmouth in May of last year, the 23-year-old has taken his form into the big league with some dominant displays. He has made more tackles per 90 minutes than any other defender so far this season and has shown the sort of backs-to-the-wall resolve that the Eagles will need to come up with if they are to avoid the drop.
The Palace defender as produced a high number of tackles in key areas
|Tackles per 90 mins - PL Defenders 2013/14|
|Joel Ward||Crystal Palace||5.00|
|Pablo Zabaleta||Man City||4.86|
|Erik Pieters||Stoke City||3.71|
|Mathieu Debuchy||Newcastle Utd||3.31|
Winston Reid - West Ham
West Ham may find themselves in the bottom half of the Premier League table, but that owes much to their struggles in front of goal.
Keeping them out has not been a problem, however, with only two teams conceding fewer goals than the Hammers.
As ever, Winston Reid has been a big part of that. The powerful Kiwi ranks in the top three in the top flight for headed clearances so far this season and is equally adept on the ground - featuring among the top 10 defenders for interceptions, too.
Nobody at the Boleyn Ground is underestimating Reid's contribution.
The centre-back regularly clears the ball for West Ham
|Headed clearances - PL 2013/14|
|Curtis Davies||Hull City||51|
|Nemanja Vidic||Man Utd||50|
|Winston Reid||West Ham Utd||46|
Curtis Davies - Hull City
"He hasn't surprised me," said Hull boss Steve Bruce following a man of the match performance from Davies in the goalless draw with Aston Villa.
"For me to pay £2.25million is a lot of money. I've still got big connections at Birmingham and he's been their player of the year for the last two seasons, which is not easy to do for a centre-back."
Davies played just eight Premier League match between May 2009 and August 2012, but he returns to the top division as a more complete player.
The athleticism remains but the 28-year-old is now doing the basics well, too. His 51 headed clearances this season is a Premier League high.
His headed clearances have been a vital asset to Hull
Fabian Delph - Aston Villa
"I knew about his potential at Leeds because I'd seen him there, but you're never quite sure until you actually work with somebody how good they are and how good they can become," said Paul Lambert earlier this season.
"But he's playing really well at the minute. He's only a young lad still, so if he can keep injury free he's got a big, big future."
Delph is a rarity in the era of midfield specialists - a combative midfielder with impressive dribbling skills. He currently ranks among the top 10 players in the Premier League for tackles, interceptions and dribbles, doing a defensive job for his team, while also providing the thrust that helps make Villa such a threat on the counter-attack.
The Aston Villa midfielder has that rare ability to dribble in central areas
|Fabian Delph - PL Rankings 2013/14|
Jose Canas - Swansea City
First it was Joe Allen, then Ki Sung-Yueng; now Jose Canas is the man helping knit Swansea's midfield moves together alongside the ever-reliable Leon Britton.
The 26-year-old arrived on a free transfer from Real Betis in the summer and has performed a dual role in the middle of the pitch by stopping opposition attacks and keeping that ball moving for his side.
Michael Carrick is the only Premier League midfielder to have made more interceptions this season, while only four players have made more successful passes - with only Yaya Toure among them bettering the Swansea man's passing accuracy of over 90 per cent.
His effective use of the ball against Man Utd was typical
|Successful passes - PL 2013/14|
|Michael Carrick||Man Utd||504|
|Yaya Toure||Man City||498|
|Steven N'Zonzi||Stoke City||421|
|Jose Canas||Swansea City||399|
Which Premier League player do you think deserves more praise? Let us know in the comments section below...