USMNT Player Coefficient
The World Cup is almost here. Its time to get hyped for 2022 Sportswashing Global Event! But, let's check in on how the entire pool is playing.
For those new to this series I decided to develop this because there are always a significant amount of blog posts/conversations focusing on the debate about who should be called in. So why not find a new way to bring about the conversation of who the top 23 (or how ever many are called up) players are in a win-now situation using a little math.
As always, this is just a jumping off point in the conversation, not an endorsement saying this is exactly who should be called up.
Reasoning
With players spread across the world, in many different quality of leagues, choosing which players are the best becomes a very difficult proposition. How do you rate a sure-fire starter in the MLS vs. a squad player the in the Bundesliga? Because of this I devised a coefficient that combines multiple statistical resources and rankings to create a mathematical rating of all eligible and under consideration USMNT players.
What is Considered (Methodology)
To create the coefficient I assigned point values of various weights and tiers based upon the following criteria:
- League Ranking (Max 10 Points) (fivethirtyeight.com)
- Club Ranking SPI (Max 10 Points) (fivethirtyeight.com)
- Percentage of League Minutes Played (Max 10 Points)
- Individual Player Ratings in League Games (Max 50 Points) (whoscored.com, fotmob.com)
- Percentage of USMNT Call-ups in past year of Rosters (Current Max of 2.25 Points)
- Continental Competition Appearances (Current Max of 4.5)
- Recent Minutes Bonus (Max 2 Points)
- Form Bonus (Max 1 Point)
These items were chosen based upon philosophy that experience on the highest levels show a better player then one at lower levels, but very little minutes or poor play at a top squad may not show the most in form player than one playing at a high level, but at a lower club. Players receive a bonus if their recent minutes/ratings have seen an uptick in form. Those bonuses equate to raising a player up a tier. In addition, a small weight was given on familiarity with recent call-ups as a factor.
What Isn't Measured
What has to be remembered is the point of this exercise is to identify the best 23 players currently. Things that cannot be measured are club situations, Cap-ties, current injuries, player development, formation fits, poor National Team appearances, etc.
Who Is Considered
I automatically included every player that received a call-up from the past year of rosters (currently July 2021-June 2022). Additionally I tried to include all players that are under consideration for a call-up or that consensus says should be considered for a call-up (players that play in leagues that do not have advanced stats are not included). Players are then sorted into generalized positions (based upon appearances at club level according to WhoScored positional data). There is always some movement of the top 23 based upon formation considerations in how many per position are called. Players not currently eligible for USMNT call-up are not listed. Any suggestions to players to add or remove from the pool are highly recommended.
Goalkeepers
Rank | Change | Player | Age | Club | Score |
1 | Sean Johnson | 33 | New York City FC | 60.175 | |
2 | ↑1 | Ethan Horvath | 27 | Luton Town | 57.125 |
3 | ↑1 | Stefan Frei | 36 | Seattle Sounders FC | 57.025 |
4 | ↓2 | Zack Steffen | 27 | Middlesbrough | 55.650 |
5 | ↑1 | Gabriel Slonina | 18 | Chicago Fire | 55.175 |
6 | ↓1 | JT Marcinkowski | 25 | San Jose Earthquakes | 51.825 |
7 | ↑4 | John Pulskamp | 21 | Sporting Kansas City | 50.325 |
8 | ↑2 | Brad Guzan | 38 | Atlanta United FC | 49.075 |
9 | ↓2 | Bill Hamid | 31 | DC United | 46.425 |
10 | ↓2 | Matt Turner | 28 | Arsenal | 22.250 |
*Tim Melia removed
Centerbacks
Rank | Change | Player | Age | Club | Score |
1 | ↑2 | Tim Ream | 34 | Fulham | 64.450 |
2 | Cameron Carter-Vickers | 24 | Celtic | 63.375 | |
3 | ↑3 | Mark McKenzie | 23 | Genk | 63.200 |
4 | ↑1 | Erik Palmer-Brown | 25 | Troyes | 61.575 |
5 | ↑2 | Walker Zimmerman | 29 | Nashville SC | 60.375 |
6 | ↑4 | Auston Trusty | 24 | Birmingham | 58.275 |
7 | ↑5 | Matt Miazga | 27 | FC Cincinnati | 57.925 |
8 | ↑1 | Sean Nealis | 25 | New York Red Bulls | 57.350 |
9 | NR | James Sands | 22 | Rangers | 56.750 |
10 | ↓2 | Aaron Long | 29 | New York Red Bulls | 56.575 |
11 | ↑8 | Mauricio Pineda | 24 | Chicago Fire | 55.050 |
12 | ↓1 | Justen Glad | 25 | Real Salt Lake | 54.800 |
13 | ↓9 | Chris Richards | 22 | Crystal Palace | 54.400 |
14 | ↓1 | Henry Kessler | 24 | New England Revolution | 54.325 |
15 | NR | Owen Otasowie | 21 | Club Brugge | 54.050 |
16 | ↓1 | Donovan Pines | 24 | DC United | 51.525 |
17 | ↓16 | John Brooks | 29 | Benfica | 50.850 |
18 | Tim Parker | 29 | Houston Dynamo | 50.475 | |
19 | ↓2 | Miles Robinson | 25 | Atlanta United FC | 50.300 |
20 | ↓6 | Brendan Hines-Ike | 27 | DC United | 48.325 |
21 | ↓5 | Justin Che | 18 | TSG Hoffenheim | 20.250 |
22 | ↓1 | Kobi Henry | 18 | Reims | 18.250 |
*Owen Otasowie added, Omar Gonzalez removed, James Sands moved from DM
Left Backs
Rank | Change | Player | Age | Club | Score |
1 | Antonee Robinson | 25 | Fulham | 62.800 | |
2 | ↑5 | Sam Vines | 23 | Antwerp | 61.300 |
3 | ↑1 | John Tolkin | 20 | New York Red Bulls | 59.200 |
4 | ↑1 | Andrew Gutman | 25 | Atlanta United FC | 58.375 |
5 | ↑4 | Daniel Lovitz | 31 | Nashville SC | 57.875 |
6 | ↓4 | DeJuan Jones | 25 | NE Revolution | 57.550 |
7 | ↑1 | Ryan Hollingshead | 31 | Los Angeles FC | 57.050 |
8 | ↓5 | Marco Farfan | 23 | FC Dallas | 56.350 |
9 | ↑2 | Kevin Paredes | 19 | VfL Wolfsburg | 52.425 |
10 | Jaylin Lindsey | 22 | Charlotte FC | 49.000 | |
11 | ↓5 | George Bello | 20 | Arminia Bielefeld | 41.950 |
12 | Jonathan Gomez | 19 | Real Sociedad | 20.250 |
Right Backs
Rank | Change | Player | Age | Club | Score |
1 | ↑1 | Joe Scally | 19 | Borussia M'Gladbach | 65.100 |
2 | ↑3 | Reggie Cannon | 24 | Boavista | 59.850 |
3 | ↑10 | Shaq Moore | 25 | Nashville SC | 59.075 |
4 | ↓1 | Brandon Bye | 26 | NE Revolution | 58.600 |
5 | ↓1 | Nathan Harriel | 21 | Philadelphia Union | 56.675 |
6 | ↑2 | DeAndre Yedlin | 29 | Inter Miami CF | 56.425 |
7 | ↑2 | Aaron Herrera | 25 | Real Salt Lake | 56.000 |
8 | ↓1 | Keegan Rosenberry | 28 | Colorado Rapids | 55.100 |
9 | ↑2 | Nick Lima | 27 | Austin FC | 54.275 |
10 | ↑2 | Kyle Duncan | 25 | New York Red Bulls | 53.925 |
11 | ↓5 | Tmothy Chandler | 32 | Eintracht Frankfurt | 53.800 |
12 | ↓11 | Sergino Dest | 21 | AC Milan | 51.725 |
13 | ↓3 | Bryan Reynolds | 21 | KVC Westerlo | 50.850 |
Defensive Midfielders
Rank | Change | Player | Age | Club | Score |
1 | Tyler Adams | 23 | Leeds United | 65.600 | |
2 | Leon Flach | 21 | Philadelphia Union | 59.675 | |
3 | ↑3 | Christian Cappis | 23 | Brondby | 58.611 |
4 | ↑11 | Johnny Cardoso | 21 | Internacional | 58.425 |
5 | ↓2 | Sean Davis | 29 | Nashville SC | 57.400 |
6 | ↑1 | Michael Bradley | 35 | Toronto FC | 56.025 |
7 | ↑5 | Edwin Cerrillo | 21 | FC Dallas | 55.875 |
8 | ↑2 | Wil Trapp | 29 | Minnesota United | 55.175 |
9 | ↓4 | Jackson Yueill | 25 | SJ Earthquakes | 53.575 |
10 | ↓1 | Hassani Dotson | 25 | Minnesota United | 52.525 |
11 | ↑3 | Eryk Williamson | 25 | Portland Timbers | 51.950 |
12 | ↓8 | Brandon Servania | 23 | FC Dallas | 51.200 |
13 | ↑3 | Chris Durkin | 22 | DC United | 50.575 |
14 | ↑3 | Dante Polvara | 22 | Aberdeen | 48.275 |
15 | ↓4 | Ian Harkes | 27 | Dundee United | 48.075 |
16 | ↓3 | Tanner Tessmann | 20 | Venezia | 47.275 |
*James Sands moved to CB
Center Midfielders
Rank | Change | Player | Age | Club | Score |
1 | ↑8 | Yunus Musah | 19 | Valencia | 64.400 |
2 | Weston McKennie | 24 | Juventus | 61.675 | |
3 | ↑5 | Alejandro Bedoya | 35 | Philadelphia Union | 60.750 |
4 | ↑2 | Kellyn Acosta | 27 | Los Angeles FC | 60.325 |
5 | ↓4 | Cristian Roldan | 27 | Seattle Sounders FC | 59.500 |
6 | ↓2 | Sebastian Lletget | 30 | FC Dallas | 58.300 |
7 | ↓2 | Alfredo Morales | 32 | New York City FC | 57.125 |
8 | ↑2 | Marky Delgado | 27 | Los Angeles Galaxy | 56.225 |
9 | ↓3 | Keaton Parks | 25 | New York City FC | 53.800 |
10 | ↑1 | Gianluca Busio | 20 | F.B.C Unione Venezia | 52.575 |
11 | ↑3 | Alan Sonora | 24 | CA Independiente | 52.500 |
12 | Cole Bassett | 21 | Fortuna Sittard | 45.725 | |
13 | ↓10 | Luca de la Torre | 24 | Celta Vigo | 38.475 |
*Moses Nyeman removed
Attacking Midfielders
Rank | Change | Player | Age | Club | Score |
1 | ↑1 | Brenden Aaronson | 22 | Leeds United | 65.675 |
2 | ↑5 | Brooks Lennon | 25 | Atlanta United FC | 60.675 |
3 | ↑3 | Djordje Mihailovic | 23 | CF Montreal | 59.900 |
4 | ↑12 | Malik Tillman | 20 | Rangers | 59.200 |
5 | Paul Arriola | 27 | FC Dallas | 59.100 | |
6 | ↑9 | Jordan Morris | 27 | Seattle Sounders | 57.925 |
7 | ↓6 | Christian Pulisic | 24 | Chelsea | 57.500 |
8 | ↑19 | Lynden Gooch | 26 | Sunderland | 57.500 |
9 | ↑5 | Alex Mendez | 22 | Vizela | 57.250 |
10 | ↑14 | Chris Mueller | 26 | Chicago Fire | 56.450 |
11 | ↓3 | Frankie Amaya | 21 | New York Red Bulls | 56.150 |
12 | ↓1 | Giovanni Reyna | 19 | Borussia Dortmund | 55.400 |
13 | ↓3 | Paxton Pomykal | 22 | FC Dallas | 54.125 |
14 | ↓1 | Richard Ledezma | 22 | PSV | 53.650 |
15 | ↑2 | Jonathan Lewis | 25 | Colorado Rapids | 53.325 |
16 | ↑15 | Taylor Booth | 21 | FC Utrecht | 52.550 |
17 | ↑2 | Duane Holmes | 27 | Huddersfield Town | 51.000 |
18 | ↓9 | Konrad de la Fuente | 21 | Olympiacos | 50.475 |
19 | ↑6 | Benji Michel | 24 | Orlando City SC | 49.825 |
20 | ↑2 | Khiry Shelton | 29 | Sporting Kansas City | 49.600 |
21 | ↑2 | Andres Perea | 21 | Orlando City SC | 49.500 |
22 | ↓1 | Ben Bender | 21 | Charlotte FC | 49.450 |
23 | ↓19 | Timothy Tillman | 23 | Greuther Fuerth | 49.050 |
24 | ↑8 | Joel Sonora | 26 | Maritimo | 48.825 |
25 | ↑4 | Caden Clark | 19 | New York Red Bulls | 48.625 |
26 | NR | Alejandro Alvarado | 19 | Vizela | 48.050 |
27 | ↓15 | Sebastian Saucedo | 25 | Toluca | 47.125 |
28 | ↑2 | Emerson Hyndman | 26 | Atlanta United FC | 46.825 |
29 | ↓11 | Julian Green | 27 | Greuther Fuerth | 46.150 |
30 | NR | Jorge Hernandez | 21 | KV Mechelen | 45.000 |
31 | ↓3 | Tyler Boyd | 122 | Besiktas | 44.950 |
32 | NR | Vaughn Covil | 19 | Hull City | 44.375 |
33 | NR | Jack De Vries | 20 | Venezia | 41.325 |
34 | ↓31 | Tim Weah | 22 | Lille | 20.250 |
35 | ↓15 | Emmanuel Sabbi | 24 | Odense BK | 9.000 |
*Alejandro Alvarado, Jorge Hernandez, Vaughn Covil, Jack De Vries added, Jose Gallegos removed
Forwards
Rank | Change | Player | Age | Club | Score |
1 | Jordan Pefok | 26 | Union Berlin | 66.100 | |
2 | ↑4 | Josh Sargent | 22 | Norwich City | 61.225 |
3 | ↓1 | Jesus Ferreira | 21 | FC Dallas | 60.675 |
4 | Haji Wright | 24 | Antalyaspor | 58.300 | |
5 | ↑4 | Brandon Vazquez | 23 | FC Cincinnati | 57.700 |
6 | ↓1 | Ricardo Pepi | 19 | FC Groningen | 57.025 |
7 | ↑1 | Gyasi Zardes | 31 | Colorado Rapids | 56.475 |
8 | ↓5 | Jeremy Ebobisse | 25 | SJ Earthquakes | 55.225 |
9 | ↑11 | Mason Toye | 23 | CF Montreal | 51.550 |
10 | ↓3 | Cade Cowell | 18 | Sj Earthquakes | 51.000 |
11 | ↓1 | Bobby Wood | 29 | Real Salt Lake | 49.925 |
12 | ↑5 | Jozy Altidore | 32 | Puebla | 49.425 |
13 | ↑5 | Andrija Novakovich | 26 | Venezia | 48.025 |
14 | ↓1 | Matthew Hoppe | 21 | Middlesbrough | 47.675 |
15 | ↑1 | Robbie Robinson | 23 | Inter Miami CF | 47.350 |
16 | ↓1 | Daryl Dike | 22 | West Brom | 47.225 |
17 | ↓6 | Christian Ramirez | 31 | Aberdeen | 47.200 |
18 | ↓6 | Miguel Berry | 25 | DC United | 46.575 |
19 | NR | Joseph Efford | 26 | Motherwell | 45.800 |
20 | ↓6 | Nicholas Gioacchini | 22 | Orlando City SC | 44.575 |
*Joseph Efford added, Sebastian Soto removed
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