Below are the 2018 MLS season forecasts using data from games through October 7.
Some key points up front:
- Merry Clinch-Mas!: The Union now have a 100% chance of making the MLS playoffs, up from 99.5%.
- Bethlehem playoff chances: The Steel have an 89.4% chance to make the USL playoffs, up from 87.8%.
- Largest movers: Portland gained the biggest boost in performance expectations for MLS in the past week, and Real Salt Lake had the largest drop.
- Plus/minus: The two top players in the league, in terms of their teams’ goal differentials when they’re on the field, are Atlanta United’s Michael Parkhurst and Brad Guzan. The top Philadelphia players for this stat are Cory Burke and Alejandro Bedoya.
Philadelphia Updated Stats
This following chart shows the Union’s 2018 stats, as compared with typical winning and losing teams.
This following chart shows the Union’s stats in recent MLS matches, as compared with typical winning and losing teams.
Power Rankings
The scores used for these rankings are the expected points-per-game for all league opponents both home and away.
SEBA has Philadelphia improving from 10th to 9th.
Currently, Philadelphia’s performance expectation is set by the following distribution of minutes:
Philadelphia +/- for 2018
Philadelphia Plus/Minus
plyr | NetGoals | PlusGoals | MinusGoals | MINS | NetGoalsPer90 | PlusGoalsPer90 | MinusGoalsPer90 |
---|---|---|---|---|---|---|---|
Cory Burke | 6 | 29 | 23 | 1427 | 0.378 | 1.829 | 1.451 |
Alejandro Bedoya | 5 | 49 | 44 | 2777 | 0.162 | 1.588 | 1.426 |
Jay Simpson | 4 | 4 | 0 | 158 | 2.278 | 2.278 | 0 |
Mark McKenzie | 3 | 30 | 27 | 1629 | 0.166 | 1.657 | 1.492 |
Raymon Gaddis | 3 | 43 | 40 | 2298 | 0.117 | 1.684 | 1.567 |
John McCarthy | 2 | 2 | 0 | 90 | 2 | 2 | 0 |
Keegan Rosenberry | 2 | 46 | 44 | 2773 | 0.065 | 1.493 | 1.428 |
Olivier Mbaizo | 1 | 1 | 0 | 85 | 1.059 | 1.059 | 0 |
Derrick Jones | 1 | 5 | 4 | 385 | 0.234 | 1.169 | 0.935 |
Haris Medunjanin | 1 | 41 | 40 | 2530 | 0.036 | 1.458 | 1.423 |
Warren Creavalle | 0 | 11 | 11 | 681 | 0 | 1.454 | 1.454 |
Marcus Epps | 0 | 10 | 10 | 609 | 0 | 1.478 | 1.478 |
Auston Trusty | -1 | 49 | 50 | 3060 | -0.029 | 1.441 | 1.471 |
Borek Dockal | -1 | 37 | 38 | 2397 | -0.038 | 1.389 | 1.427 |
Anthony Fontana | -1 | 1 | 2 | 99 | -0.909 | 0.909 | 1.818 |
Fafa Picault | -2 | 40 | 42 | 2190 | -0.082 | 1.644 | 1.726 |
Andre Blake | -3 | 47 | 50 | 2970 | -0.091 | 1.424 | 1.515 |
Ilsinho | -3 | 13 | 16 | 985 | -0.274 | 1.188 | 1.462 |
Fabinho | -3 | 7 | 10 | 714 | -0.378 | 0.882 | 1.261 |
Fabian Herbers | -3 | 4 | 7 | 428 | -0.631 | 0.841 | 1.472 |
David Accam | -4 | 17 | 21 | 1213 | -0.297 | 1.261 | 1.558 |
Matthew Real | -4 | 1 | 5 | 236 | -1.525 | 0.381 | 1.907 |
Jack Elliott | -5 | 18 | 23 | 1430 | -0.315 | 1.133 | 1.448 |
CJ Sapong | -6 | 31 | 37 | 2321 | -0.233 | 1.202 | 1.435 |
MLS +/- for 2018
Team | plyr | NetGoals | PlusGoals | MinusGoals | MINS | NetGoalsPer90 | PlusGoalsPer90 | MinusGoalsPer90 |
---|---|---|---|---|---|---|---|---|
New York Red Bulls | Tim Parker | 30 | 53 | 23 | 2610 | 1.034 | 1.828 | 0.793 |
New York Red Bulls | Bradley Wright-Phillips | 28 | 52 | 24 | 2536 | 0.994 | 1.845 | 0.852 |
New York Red Bulls | Luis Robles | 28 | 58 | 30 | 2790 | 0.903 | 1.871 | 0.968 |
Atlanta United | Michael Parkhurst | 28 | 68 | 40 | 2903 | 0.868 | 2.108 | 1.24 |
New York Red Bulls | Tyler Adams | 27 | 48 | 21 | 2329 | 1.043 | 1.855 | 0.812 |
New York Red Bulls | Sean Davis | 27 | 52 | 25 | 2579 | 0.942 | 1.815 | 0.872 |
Sporting Kansas City | Matt Besler | 27 | 58 | 31 | 2745 | 0.885 | 1.902 | 1.016 |
Atlanta United | Miguel Almiron | 27 | 64 | 37 | 2760 | 0.88 | 2.087 | 1.207 |
Atlanta United | Brad Guzan | 27 | 68 | 41 | 2914 | 0.834 | 2.1 | 1.266 |
Los Angeles FC | Steven Beitashour | 25 | 62 | 37 | 2644 | 0.851 | 2.11 | 1.259 |
Sporting Kansas City | Roger Espinoza | 25 | 61 | 36 | 2825 | 0.796 | 1.943 | 1.147 |
Atlanta United | Josef Martinez | 25 | 65 | 40 | 2898 | 0.776 | 2.019 | 1.242 |
Atlanta United | Julian Gressel | 25 | 67 | 42 | 2945 | 0.764 | 2.048 | 1.284 |
Sporting Kansas City | Graham Zusi | 25 | 65 | 40 | 3060 | 0.735 | 1.912 | 1.176 |
Sporting Kansas City | Ilie Sanchez | 25 | 65 | 40 | 3060 | 0.735 | 1.912 | 1.176 |
Sporting Kansas City | Tim Melia | 25 | 65 | 40 | 3060 | 0.735 | 1.912 | 1.176 |
New York Red Bulls | Aaron Long | 24 | 54 | 30 | 2806 | 0.77 | 1.732 | 0.962 |
New York Red Bulls | Michael Murillo | 23 | 41 | 18 | 1935 | 1.07 | 1.907 | 0.837 |
New York Red Bulls | Kemar Lawrence | 23 | 49 | 26 | 2438 | 0.849 | 1.809 | 0.96 |
Sporting Kansas City | Khiry Shelton | 22 | 34 | 12 | 1370 | 1.445 | 2.234 | 0.788 |
Atlanta United | Leandro Gonzalez Pirez | 22 | 64 | 42 | 2775 | 0.714 | 2.076 | 1.362 |
Atlanta United | Hector Villalba | 21 | 44 | 23 | 1785 | 1.059 | 2.218 | 1.16 |
Sporting Kansas City | Dániel Sallói | 21 | 50 | 29 | 2290 | 0.825 | 1.965 | 1.14 |
Los Angeles FC | Lee Nguyen | 20 | 43 | 23 | 1832 | 0.983 | 2.112 | 1.13 |
Seattle Sounders | Nicolás Lodeiro | 20 | 48 | 28 | 2428 | 0.741 | 1.779 | 1.038 |
Seattle Sounders | Chad Marshall | 20 | 51 | 31 | 2584 | 0.697 | 1.776 | 1.08 |
Sporting Kansas City | Ike Opara | 19 | 56 | 37 | 2773 | 0.617 | 1.818 | 1.201 |
Sporting Kansas City | Seth Sinovic | 18 | 35 | 17 | 1651 | 0.981 | 1.908 | 0.927 |
Portland Timbers | Diego Chara | 18 | 49 | 31 | 2385 | 0.679 | 1.849 | 1.17 |
New York Red Bulls | Alejandro Romero Gamarra | 18 | 46 | 28 | 2425 | 0.668 | 1.707 | 1.039 |
Los Angeles FC | Tyler Miller | 18 | 68 | 50 | 2970 | 0.545 | 2.061 | 1.515 |
New York Red Bulls | Alex Muyl | 17 | 27 | 10 | 1285 | 1.191 | 1.891 | 0.7 |
Seattle Sounders | Osvaldo Alonso | 17 | 38 | 21 | 1832 | 0.835 | 1.867 | 1.032 |
Atlanta United | Darlington Nagbe | 17 | 44 | 27 | 1970 | 0.777 | 2.01 | 1.234 |
Seattle Sounders | Kim Kee-hee | 17 | 43 | 26 | 2198 | 0.696 | 1.761 | 1.065 |
Atlanta United | Jeff Larentowicz | 17 | 57 | 40 | 2772 | 0.552 | 1.851 | 1.299 |
New York City | Maximiliano Moralez | 17 | 57 | 40 | 2818 | 0.543 | 1.82 | 1.278 |
DC United | Wayne Rooney | 16 | 35 | 19 | 1641 | 0.878 | 1.92 | 1.042 |
Atlanta United | Chris McCann | 16 | 44 | 28 | 1800 | 0.8 | 2.2 | 1.4 |
Los Angeles FC | Jordan Harvey | 16 | 47 | 31 | 2140 | 0.673 | 1.977 | 1.304 |
Seattle Sounders | Stefan Frei | 16 | 50 | 34 | 2970 | 0.485 | 1.515 | 1.03 |
Seattle Sounders | Cristian Roldan | 16 | 52 | 36 | 3053 | 0.472 | 1.533 | 1.061 |
Seattle Sounders | Raúl Ruidíaz | 15 | 26 | 11 | 1098 | 1.23 | 2.131 | 0.902 |
New York City | Yangel Herrera | 15 | 30 | 15 | 1111 | 1.215 | 2.43 | 1.215 |
DC United | Bill Hamid | 15 | 27 | 12 | 1260 | 1.071 | 1.929 | 0.857 |
DC United | Russell Canouse | 15 | 32 | 17 | 1533 | 0.881 | 1.879 | 0.998 |
New York City | Jesus Medina | 15 | 47 | 32 | 1999 | 0.675 | 2.116 | 1.441 |
New York Red Bulls | Florian Valot | 14 | 27 | 13 | 1150 | 1.096 | 2.113 | 1.017 |
Atlanta United | Ezequiel Barco | 14 | 36 | 22 | 1731 | 0.728 | 1.872 | 1.144 |
Atlanta United | Franco Escobar | 14 | 41 | 27 | 1788 | 0.705 | 2.064 | 1.359 |
Sporting Kansas City | Johnny Russell | 14 | 43 | 29 | 2183 | 0.577 | 1.773 | 1.196 |
Los Angeles FC | Walker Zimmerman | 14 | 53 | 39 | 2321 | 0.543 | 2.055 | 1.512 |
Los Angeles FC | Carlos Vela | 14 | 51 | 37 | 2378 | 0.53 | 1.93 | 1.4 |
Houston Dynamo | Alberth Elis | 14 | 51 | 37 | 2422 | 0.52 | 1.895 | 1.375 |
New York City | Alexander Callens | 14 | 55 | 41 | 2750 | 0.458 | 1.8 | 1.342 |
Los Angeles FC | Benny Feilhaber | 14 | 63 | 49 | 2803 | 0.45 | 2.023 | 1.573 |
Los Angeles FC | Aaron Kovar | 13 | 19 | 6 | 523 | 2.237 | 3.27 | 1.033 |
Atlanta United | Mikey Ambrose | 13 | 19 | 6 | 731 | 1.601 | 2.339 | 0.739 |
Portland Timbers | Andy Polo | 13 | 32 | 19 | 1633 | 0.716 | 1.764 | 1.047 |
Los Angeles FC | Latif Blessing | 13 | 42 | 29 | 1804 | 0.649 | 2.095 | 1.447 |
Seattle Sounders | Gustav Svensson | 13 | 36 | 23 | 2074 | 0.564 | 1.562 | 0.998 |
New York City | Sean Johnson | 13 | 54 | 41 | 2880 | 0.406 | 1.688 | 1.281 |
Sporting Kansas City | Jimmy Medranda | 12 | 19 | 7 | 728 | 1.484 | 2.349 | 0.865 |
Seattle Sounders | Víctor Rodríguez | 12 | 26 | 14 | 1259 | 0.858 | 1.859 | 1.001 |
Seattle Sounders | Kelvin Leerdam | 12 | 34 | 22 | 1967 | 0.549 | 1.556 | 1.007 |
Los Angeles FC | Laurent Ciman | 12 | 44 | 32 | 1980 | 0.545 | 2 | 1.455 |
New York Red Bulls | Daniel Royer | 12 | 37 | 25 | 2050 | 0.527 | 1.624 | 1.098 |
DC United | Joseph Mora | 12 | 50 | 38 | 2523 | 0.428 | 1.784 | 1.356 |
FC Dallas | Michael Barrios | 12 | 44 | 32 | 2537 | 0.426 | 1.561 | 1.135 |
Portland Timbers | Zarek Valentin | 12 | 51 | 39 | 2722 | 0.397 | 1.686 | 1.289 |
Portland Timbers | Diego Valeri | 12 | 51 | 39 | 2747 | 0.393 | 1.671 | 1.278 |
Atlanta United | Kevin Kratz | 11 | 19 | 8 | 499 | 1.984 | 3.427 | 1.443 |
New York Red Bulls | Derrick Etienne Jr. | 11 | 23 | 12 | 959 | 1.032 | 2.158 | 1.126 |
Real Salt Lake | Nick Besler | 11 | 36 | 25 | 1431 | 0.692 | 2.264 | 1.572 |
Sporting Kansas City | Gerso Fernandes | 11 | 33 | 22 | 1591 | 0.622 | 1.867 | 1.245 |
Seattle Sounders | Nouhou Tolo | 11 | 33 | 22 | 2037 | 0.486 | 1.458 | 0.972 |
Houston Dynamo | Romell Quioto | 11 | 46 | 35 | 2252 | 0.44 | 1.838 | 1.399 |
Portland Timbers | Sebastian Blanco | 11 | 48 | 37 | 2564 | 0.386 | 1.685 | 1.299 |
Los Angeles FC | Diego Rossi | 11 | 55 | 44 | 2606 | 0.38 | 1.899 | 1.52 |
New York City | Alexander Ring | 11 | 49 | 38 | 2608 | 0.38 | 1.691 | 1.311 |
DC United | Luciano Acosta | 11 | 55 | 44 | 2753 | 0.36 | 1.798 | 1.438 |
FC Dallas | Mauro Diaz | 10 | 19 | 9 | 807 | 1.115 | 2.119 | 1.004 |
DC United | Paul Arriola | 10 | 45 | 35 | 2183 | 0.412 | 1.855 | 1.443 |
New York City | Anton Tinnerholm | 10 | 50 | 40 | 2697 | 0.334 | 1.669 | 1.335 |
Portland Timbers | Larrys Mabiala | 10 | 51 | 41 | 2745 | 0.328 | 1.672 | 1.344 |
DC United | Steve Birnbaum | 10 | 60 | 50 | 3060 | 0.294 | 1.765 | 1.471 |
Seattle Sounders | Harry Shipp | 9 | 25 | 16 | 1230 | 0.659 | 1.829 | 1.171 |
New York City | Ismael Tajouri-Shradi | 9 | 31 | 22 | 1547 | 0.524 | 1.803 | 1.28 |
New York City | Maxime Chanot | 9 | 29 | 20 | 1571 | 0.516 | 1.661 | 1.146 |
New York City | Ebenezer Ofori | 9 | 35 | 26 | 1895 | 0.427 | 1.662 | 1.235 |
Toronto FC | Gregory van der Wiel | 9 | 53 | 44 | 2295 | 0.353 | 2.078 | 1.725 |
DC United | Yamil Asad | 9 | 48 | 39 | 2364 | 0.343 | 1.827 | 1.485 |
New York City | Rodney Wallace | 8 | 13 | 5 | 818 | 0.88 | 1.43 | 0.55 |
Real Salt Lake | Aaron Herrera | 8 | 27 | 19 | 1236 | 0.583 | 1.966 | 1.383 |
Los Angeles FC | Adama Diomande | 8 | 31 | 23 | 1253 | 0.575 | 2.227 | 1.652 |
Sporting Kansas City | Felipe Gutiérrez | 8 | 30 | 22 | 1522 | 0.473 | 1.774 | 1.301 |
DC United | Junior Moreno | 8 | 31 | 23 | 1528 | 0.471 | 1.826 | 1.355 |
Houston Dynamo | Eric Alexander | 8 | 33 | 25 | 1662 | 0.433 | 1.787 | 1.354 |
FC Dallas | Roland Lamah | 8 | 32 | 24 | 1865 | 0.386 | 1.544 | 1.158 |
Los Angeles Galaxy | Romain Alessandrini | 8 | 46 | 38 | 1920 | 0.375 | 2.156 | 1.781 |
Los Angeles Galaxy | Zlatan Ibrahimovic | 8 | 54 | 46 | 2143 | 0.336 | 2.268 | 1.932 |
FC Dallas | Reto Ziegler | 8 | 43 | 35 | 2570 | 0.28 | 1.506 | 1.226 |
FC Dallas | Maximiliano Urruti | 8 | 47 | 39 | 2735 | 0.263 | 1.547 | 1.283 |
FC Dallas | Reggie Cannon | 8 | 50 | 42 | 2921 | 0.246 | 1.541 | 1.294 |
Portland Timbers | Jorge Villafaña | 7 | 15 | 8 | 654 | 0.963 | 2.064 | 1.101 |
New York Red Bulls | Marc Rzatkowski | 7 | 26 | 19 | 1497 | 0.421 | 1.563 | 1.142 |
Seattle Sounders | Will Bruin | 7 | 30 | 23 | 1793 | 0.351 | 1.506 | 1.154 |
Los Angeles Galaxy | Jonathan dos Santos | 7 | 44 | 37 | 1909 | 0.33 | 2.074 | 1.744 |
Los Angeles Galaxy | Dave Romney | 7 | 55 | 48 | 2354 | 0.268 | 2.103 | 1.835 |
Toronto FC | Sebastian Giovinco | 7 | 55 | 48 | 2384 | 0.264 | 2.076 | 1.812 |
FC Dallas | Matt Hedges | 7 | 49 | 42 | 2925 | 0.215 | 1.508 | 1.292 |
New York City | Jonathan Lewis | 6 | 8 | 2 | 219 | 2.466 | 3.288 | 0.822 |
Portland Timbers | Liam Ridgewell | 6 | 18 | 12 | 1085 | 0.498 | 1.493 | 0.995 |
FC Dallas | Jimmy Maurer | 6 | 22 | 16 | 1170 | 0.462 | 1.692 | 1.231 |
New York City | Ronald Matarrita | 6 | 28 | 22 | 1367 | 0.395 | 1.843 | 1.448 |
Philadelphia Union | Cory Burke | 6 | 29 | 23 | 1427 | 0.378 | 1.829 | 1.451 |
Sporting Kansas City | Yohan Croizet | 6 | 31 | 25 | 1594 | 0.339 | 1.75 | 1.412 |
Portland Timbers | Jeff Attinella | 6 | 29 | 23 | 1944 | 0.278 | 1.343 | 1.065 |
New York City | Ben Sweat | 6 | 38 | 32 | 2197 | 0.246 | 1.557 | 1.311 |
FC Dallas | Carlos Gruezo | 6 | 42 | 36 | 2508 | 0.215 | 1.507 | 1.292 |
Sporting Kansas City | Cristian Lobato | 5 | 8 | 3 | 327 | 1.376 | 2.202 | 0.826 |
New York Red Bulls | Kyle Duncan | 5 | 10 | 5 | 353 | 1.275 | 2.55 | 1.275 |
Portland Timbers | Steve Clark | 5 | 16 | 11 | 576 | 0.781 | 2.5 | 1.719 |
FC Dallas | Kellyn Acosta | 5 | 16 | 11 | 674 | 0.668 | 2.136 | 1.469 |
Los Angeles FC | Danilo Silva | 5 | 15 | 10 | 722 | 0.623 | 1.87 | 1.247 |
Montreal Impact | Micheal Azira | 5 | 15 | 10 | 723 | 0.622 | 1.867 | 1.245 |
FC Dallas | Anton Nedyalkov | 5 | 15 | 10 | 770 | 0.584 | 1.753 | 1.169 |
Sporting Kansas City | Diego Rubio | 5 | 18 | 13 | 782 | 0.575 | 2.072 | 1.496 |
DC United | Kofi Opare | 5 | 16 | 11 | 863 | 0.521 | 1.669 | 1.147 |
Real Salt Lake | Danilo Acosta | 5 | 18 | 13 | 896 | 0.502 | 1.808 | 1.306 |
Toronto FC | Chris Mavinga | 5 | 19 | 14 | 935 | 0.481 | 1.829 | 1.348 |
Atlanta United | Eric Remedi | 5 | 24 | 19 | 1093 | 0.412 | 1.976 | 1.565 |
Los Angeles Galaxy | Chris Pontius | 5 | 35 | 30 | 1486 | 0.303 | 2.12 | 1.817 |
Los Angeles Galaxy | Michael Ciani | 5 | 39 | 34 | 1649 | 0.273 | 2.129 | 1.856 |
New York City | Sebastien Ibeagha | 5 | 33 | 28 | 1717 | 0.262 | 1.73 | 1.468 |
New York City | David Villa | 5 | 32 | 27 | 1754 | 0.257 | 1.642 | 1.385 |
Houston Dynamo | Alejandro Fuenmayor | 5 | 37 | 32 | 1763 | 0.255 | 1.889 | 1.634 |
Toronto FC | Alexander Bono | 5 | 50 | 45 | 2430 | 0.185 | 1.852 | 1.667 |
Philadelphia Union | Alejandro Bedoya | 5 | 49 | 44 | 2777 | 0.162 | 1.588 | 1.426 |
New York Red Bulls | Ben Mines | 4 | 4 | 0 | 90 | 4 | 4 | 0 |
Philadelphia Union | Jay Simpson | 4 | 4 | 0 | 158 | 2.278 | 2.278 | 0 |
Atlanta United | Andrew Carleton | 4 | 6 | 2 | 160 | 2.25 | 3.375 | 1.125 |
Minnesota | Romario Ibarra | 4 | 7 | 3 | 271 | 1.328 | 2.325 | 0.996 |
Sporting Kansas City | Krisztián Németh | 4 | 7 | 3 | 386 | 0.933 | 1.632 | 0.699 |
Columbus Crew | Ricardo Clark | 4 | 11 | 7 | 643 | 0.56 | 1.54 | 0.98 |
FC Dallas | Ryan Hollingshead | 4 | 16 | 12 | 767 | 0.469 | 1.877 | 1.408 |
Montreal Impact | Bacary Sagna | 4 | 16 | 12 | 810 | 0.444 | 1.778 | 1.333 |
Columbus Crew | Cristian Martinez | 4 | 10 | 6 | 840 | 0.429 | 1.071 | 0.643 |
Seattle Sounders | Jordy Delem | 4 | 13 | 9 | 856 | 0.421 | 1.367 | 0.946 |
New York Red Bulls | Connor Lade | 4 | 21 | 17 | 1315 | 0.274 | 1.437 | 1.163 |
Toronto FC | Auro | 4 | 28 | 24 | 1424 | 0.253 | 1.77 | 1.517 |
Toronto FC | Víctor Vázquez | 4 | 33 | 29 | 1440 | 0.25 | 2.062 | 1.813 |
Los Angeles FC | Mark-Anthony Kaye | 4 | 33 | 29 | 1582 | 0.228 | 1.877 | 1.65 |
New England Revolution | Kelyn Rowe | 4 | 29 | 25 | 1611 | 0.223 | 1.62 | 1.397 |
Houston Dynamo | Adolfo Machado | 4 | 33 | 29 | 1696 | 0.212 | 1.751 | 1.539 |
Toronto FC | Jonathan Osorio | 4 | 55 | 51 | 2603 | 0.138 | 1.902 | 1.763 |
Montreal Impact | Ignacio Piatti | 4 | 47 | 43 | 2821 | 0.128 | 1.499 | 1.372 |
Real Salt Lake | Luke Mulholland | 3 | 4 | 1 | 91 | 2.967 | 3.956 | 0.989 |
Real Salt Lake | Nedum Onuoha | 3 | 4 | 1 | 92 | 2.935 | 3.913 | 0.978 |
Columbus Crew | Alex Crognale | 3 | 4 | 1 | 97 | 2.784 | 3.711 | 0.928 |
Sporting Kansas City | Gianluca Busio | 3 | 4 | 1 | 153 | 1.765 | 2.353 | 0.588 |
New York Red Bulls | Brian White | 3 | 4 | 1 | 217 | 1.244 | 1.659 | 0.415 |
Los Angeles FC | Christian Ramirez | 3 | 5 | 2 | 261 | 1.034 | 1.724 | 0.69 |
Los Angeles Galaxy | Bradford Jamieson IV | 3 | 11 | 8 | 271 | 0.996 | 3.653 | 2.657 |
New York City | Saad Abdul-Salaam | 3 | 6 | 3 | 273 | 0.989 | 1.978 | 0.989 |
Colorado Rapids | Cole Bassett | 3 | 4 | 1 | 307 | 0.879 | 1.173 | 0.293 |
Sporting Kansas City | Emiliano Amor | 3 | 10 | 7 | 332 | 0.813 | 2.711 | 1.898 |
New York Red Bulls | Vincent Bezecourt | 3 | 10 | 7 | 395 | 0.684 | 2.278 | 1.595 |
Seattle Sounders | Brad Smith | 3 | 8 | 5 | 446 | 0.605 | 1.614 | 1.009 |
Portland Timbers | Jeremy Ebobisse | 3 | 9 | 6 | 449 | 0.601 | 1.804 | 1.203 |
Chicago Fire | Djordje Mihailovic | 3 | 10 | 7 | 582 | 0.464 | 1.546 | 1.082 |
Houston Dynamo | Philippe Senderos | 3 | 15 | 12 | 606 | 0.446 | 2.228 | 1.782 |
FC Dallas | Dominique Badji | 3 | 13 | 10 | 620 | 0.435 | 1.887 | 1.452 |
Montreal Impact | Quincy Amarikwa | 3 | 11 | 8 | 644 | 0.419 | 1.537 | 1.118 |
Toronto FC | Lucas Janson | 3 | 16 | 13 | 818 | 0.33 | 1.76 | 1.43 |
Los Angeles Galaxy | Giovani dos Santos | 3 | 22 | 19 | 823 | 0.328 | 2.406 | 2.078 |
Los Angeles Galaxy | Emmanuel Boateng | 3 | 27 | 24 | 1187 | 0.227 | 2.047 | 1.82 |
DC United | Ulises Segura | 3 | 24 | 21 | 1293 | 0.209 | 1.671 | 1.462 |
Los Angeles FC | Eduard Atuesta | 3 | 30 | 27 | 1502 | 0.18 | 1.798 | 1.618 |
Philadelphia Union | Mark McKenzie | 3 | 30 | 27 | 1629 | 0.166 | 1.657 | 1.492 |
Houston Dynamo | Andrew Wenger | 3 | 34 | 31 | 1710 | 0.158 | 1.789 | 1.632 |
DC United | Oniel Fisher | 3 | 35 | 32 | 1832 | 0.147 | 1.719 | 1.572 |
Vancouver Whitecaps | Yordy Reyna | 3 | 40 | 37 | 1875 | 0.144 | 1.92 | 1.776 |
Real Salt Lake | Corey Baird | 3 | 37 | 34 | 1902 | 0.142 | 1.751 | 1.609 |
DC United | Frederic Brillant | 3 | 42 | 39 | 2181 | 0.124 | 1.733 | 1.609 |
FC Dallas | Victor Ulloa | 3 | 34 | 31 | 2172 | 0.124 | 1.409 | 1.285 |
Philadelphia Union | Raymon Gaddis | 3 | 43 | 40 | 2298 | 0.117 | 1.684 | 1.567 |
Houston Dynamo | Joe Willis | 3 | 45 | 42 | 2340 | 0.115 | 1.731 | 1.615 |
Toronto FC | Ayo Akinola | 2 | 2 | 0 | 45 | 4 | 4 | 0 |
DC United | Kevin Ellis | 2 | 3 | 1 | 46 | 3.913 | 5.87 | 1.957 |
DC United | Bruno Miranda | 2 | 3 | 1 | 86 | 2.093 | 3.14 | 1.047 |
Philadelphia Union | John McCarthy | 2 | 2 | 0 | 90 | 2 | 2 | 0 |
San Jose Earthquakes | Eric Calvillo | 2 | 2 | 0 | 165 | 1.091 | 1.091 | 0 |
Atlanta United | George Bello | 2 | 4 | 2 | 177 | 1.017 | 2.034 | 1.017 |
New York Red Bulls | Andreas Ivan | 2 | 4 | 2 | 185 | 0.973 | 1.946 | 0.973 |
Los Angeles FC | Omar Gaber | 2 | 5 | 3 | 254 | 0.709 | 1.772 | 1.063 |
New York Red Bulls | Carlos Rivas | 2 | 7 | 5 | 264 | 0.682 | 2.386 | 1.705 |
San Jose Earthquakes | Quincy Amarikwa | 2 | 5 | 3 | 268 | 0.672 | 1.679 | 1.007 |
Houston Dynamo | Juan David Cabezas | 2 | 8 | 6 | 290 | 0.621 | 2.483 | 1.862 |
Sporting Kansas City | Wan Kuzain Wan Kamal | 2 | 6 | 4 | 307 | 0.586 | 1.759 | 1.173 |
New York City | Thomas McNamara | 2 | 7 | 5 | 370 | 0.486 | 1.703 | 1.216 |
New York Red Bulls | Fidel Escobar | 2 | 6 | 4 | 374 | 0.481 | 1.444 | 0.963 |
FC Dallas | Cristian Colman | 2 | 10 | 8 | 606 | 0.297 | 1.485 | 1.188 |
Los Angeles FC | Dejan Jakovic | 2 | 26 | 24 | 1148 | 0.157 | 2.038 | 1.882 |
FC Dallas | Santiago Mosquera | 2 | 27 | 25 | 1591 | 0.113 | 1.527 | 1.414 |
FC Dallas | Jesse Gonzalez | 2 | 30 | 28 | 1890 | 0.095 | 1.429 | 1.333 |
Toronto FC | Marky Delgado | 2 | 44 | 42 | 1985 | 0.091 | 1.995 | 1.904 |
Portland Timbers | Alvas Powell | 2 | 35 | 33 | 2072 | 0.087 | 1.52 | 1.433 |
Columbus Crew | Jonathan Mensah | 2 | 33 | 31 | 2347 | 0.077 | 1.265 | 1.189 |
Houston Dynamo | Mauro Manotas | 2 | 54 | 52 | 2633 | 0.068 | 1.846 | 1.777 |
Philadelphia Union | Keegan Rosenberry | 2 | 46 | 44 | 2773 | 0.065 | 1.493 | 1.428 |
Los Angeles Galaxy | David Bingham | 2 | 66 | 64 | 3060 | 0.059 | 1.941 | 1.882 |
Colorado Rapids | Stefan Aigner | 1 | 1 | 0 | 11 | 8.182 | 8.182 | 0 |
Montreal Impact | David Choiniere | 1 | 1 | 0 | 12 | 7.5 | 7.5 | 0 |
Los Angeles FC | Joshua Pérez | 1 | 1 | 0 | 22 | 4.091 | 4.091 | 0 |
Columbus Crew | Connor Maloney | 1 | 1 | 0 | 28 | 3.214 | 3.214 | 0 |
San Jose Earthquakes | Dominic Oduro | 1 | 2 | 1 | 30 | 3 | 6 | 3 |
New England Revolution | Isaac Angking | 1 | 1 | 0 | 37 | 2.432 | 2.432 | 0 |
Columbus Crew | Adam Jahn | 1 | 1 | 0 | 68 | 1.324 | 1.324 | 0 |
Chicago Fire | Jon Bakero | 1 | 2 | 1 | 75 | 1.2 | 2.4 | 1.2 |
Los Angeles Galaxy | João Pedro | 1 | 3 | 2 | 85 | 1.059 | 3.176 | 2.118 |
Philadelphia Union | Olivier Mbaizo | 1 | 1 | 0 | 85 | 1.059 | 1.059 | 0 |
Atlanta United | Brandon Vazquez | 1 | 3 | 2 | 86 | 1.047 | 3.14 | 2.093 |
Atlanta United | Alec Kann | 1 | 2 | 1 | 90 | 1 | 2 | 1 |
Sporting Kansas City | Andreu Fontas | 1 | 1 | 0 | 92 | 0.978 | 0.978 | 0 |
New York Red Bulls | Ethan Kutler | 1 | 2 | 1 | 101 | 0.891 | 1.782 | 0.891 |
Real Salt Lake | Andrew Putna | 1 | 2 | 1 | 135 | 0.667 | 1.333 | 0.667 |
Portland Timbers | Lucas Melano | 1 | 4 | 3 | 143 | 0.629 | 2.517 | 1.888 |
Columbus Crew | Edward Opoku | 1 | 4 | 3 | 150 | 0.6 | 2.4 | 1.8 |
Los Angeles Galaxy | Sheanon Williams | 1 | 3 | 2 | 153 | 0.588 | 1.765 | 1.176 |
Los Angeles Galaxy | Emrah Klimenta | 1 | 1 | 0 | 157 | 0.573 | 0.573 | 0 |
New York City | Brad Stuver | 1 | 5 | 4 | 180 | 0.5 | 2.5 | 2 |
Vancouver Whitecaps | Ali Ghazal | 1 | 4 | 3 | 180 | 0.5 | 2 | 1.5 |
New York Red Bulls | Ryan Meara | 1 | 4 | 3 | 270 | 0.333 | 1.333 | 1 |
Atlanta United | Miles Robinson | 1 | 8 | 7 | 273 | 0.33 | 2.637 | 2.308 |
Columbus Crew | Patrick Mullins | 1 | 10 | 9 | 285 | 0.316 | 3.158 | 2.842 |
New York Red Bulls | Aurélien Collin | 1 | 9 | 8 | 353 | 0.255 | 2.295 | 2.04 |
Philadelphia Union | Derrick Jones | 1 | 5 | 4 | 385 | 0.234 | 1.169 | 0.935 |
Columbus Crew | Jon Kempin | 1 | 9 | 8 | 450 | 0.2 | 1.8 | 1.6 |
Chicago Fire | Michael de Leeuw | 1 | 9 | 8 | 454 | 0.198 | 1.784 | 1.586 |
Columbus Crew | Gaston Sauro | 1 | 8 | 7 | 522 | 0.172 | 1.379 | 1.207 |
Seattle Sounders | Waylon Francis | 1 | 11 | 10 | 582 | 0.155 | 1.701 | 1.546 |
Real Salt Lake | Luis Silva | 1 | 13 | 12 | 811 | 0.111 | 1.443 | 1.332 |
Vancouver Whitecaps | Brett Levis | 1 | 15 | 14 | 960 | 0.094 | 1.406 | 1.312 |
Los Angeles FC | Marco Ureña | 1 | 23 | 22 | 1015 | 0.089 | 2.039 | 1.951 |
FC Dallas | Maynor Figueroa | 1 | 17 | 16 | 1008 | 0.089 | 1.518 | 1.429 |
Toronto FC | Ashtone Morgan | 1 | 16 | 15 | 1009 | 0.089 | 1.427 | 1.338 |
Montreal Impact | Matteo Mancosu | 1 | 17 | 16 | 1102 | 0.082 | 1.388 | 1.307 |
New England Revolution | Claude Dielna | 1 | 24 | 23 | 1334 | 0.067 | 1.619 | 1.552 |
Portland Timbers | Cristhian Paredes | 1 | 22 | 21 | 1417 | 0.064 | 1.397 | 1.334 |
Portland Timbers | Samuel Armenteros | 1 | 25 | 24 | 1590 | 0.057 | 1.415 | 1.358 |
Vancouver Whitecaps | Russell Teibert | 1 | 33 | 32 | 1604 | 0.056 | 1.852 | 1.796 |
DC United | Zoltan Stieber | 1 | 35 | 34 | 1833 | 0.049 | 1.718 | 1.669 |
Houston Dynamo | DaMarcus Beasley | 1 | 46 | 45 | 2208 | 0.041 | 1.875 | 1.834 |
Houston Dynamo | Tomás Martínez | 1 | 49 | 48 | 2455 | 0.037 | 1.796 | 1.76 |
Philadelphia Union | Haris Medunjanin | 1 | 41 | 40 | 2530 | 0.036 | 1.458 | 1.423 |
Toronto FC | Michael Bradley | 0 | 57 | 57 | 2857 | 0 | 1.796 | 1.796 |
Montreal Impact | Saphir Taider | 0 | 45 | 45 | 2852 | 0 | 1.42 | 1.42 |
Columbus Crew | Artur | 0 | 41 | 41 | 2784 | 0 | 1.325 | 1.325 |
Columbus Crew | Harrison Afful | 0 | 41 | 41 | 2864 | 0 | 1.288 | 1.288 |
Los Angeles Galaxy | Sebastian Lletget | 0 | 34 | 34 | 1885 | 0 | 1.623 | 1.623 |
Montreal Impact | Rod Fanni | 0 | 33 | 33 | 2290 | 0 | 1.297 | 1.297 |
Columbus Crew | Federico Higuain | 0 | 30 | 30 | 2381 | 0 | 1.134 | 1.134 |
DC United | Chris Durkin | 0 | 28 | 28 | 1503 | 0 | 1.677 | 1.677 |
DC United | Darren Mattocks | 0 | 27 | 27 | 1267 | 0 | 1.918 | 1.918 |
Los Angeles FC | Joao Moutinho | 0 | 20 | 20 | 871 | 0 | 2.067 | 2.067 |
Montreal Impact | Chris Duvall | 0 | 20 | 20 | 1195 | 0 | 1.506 | 1.506 |
Real Salt Lake | Sebastián Saucedo | 0 | 20 | 20 | 1031 | 0 | 1.746 | 1.746 |
Portland Timbers | David Guzman | 0 | 19 | 19 | 968 | 0 | 1.767 | 1.767 |
New England Revolution | Gabriel Somi | 0 | 18 | 18 | 1042 | 0 | 1.555 | 1.555 |
Vancouver Whitecaps | Sean Franklin | 0 | 13 | 13 | 833 | 0 | 1.405 | 1.405 |
Philadelphia Union | Warren Creavalle | 0 | 11 | 11 | 681 | 0 | 1.454 | 1.454 |
Philadelphia Union | Marcus Epps | 0 | 10 | 10 | 609 | 0 | 1.478 | 1.478 |
FC Dallas | Tesho Akindele | 0 | 9 | 9 | 576 | 0 | 1.406 | 1.406 |
Houston Dynamo | Chris Seitz | 0 | 9 | 9 | 540 | 0 | 1.5 | 1.5 |
Montreal Impact | Raheem Edwards | 0 | 9 | 9 | 809 | 0 | 1.001 | 1.001 |
Columbus Crew | Mike Grella | 0 | 8 | 8 | 480 | 0 | 1.5 | 1.5 |
Atlanta United | Romario Williams | 0 | 7 | 7 | 211 | 0 | 2.986 | 2.986 |
Columbus Crew | Justin Meram | 0 | 7 | 7 | 595 | 0 | 1.059 | 1.059 |
New England Revolution | Chris Tierney | 0 | 5 | 5 | 309 | 0 | 1.456 | 1.456 |
Sporting Kansas City | Graham Smith | 0 | 5 | 5 | 180 | 0 | 2.5 | 2.5 |
DC United | Patrick Mullins | 0 | 4 | 4 | 225 | 0 | 1.6 | 1.6 |
New York City | Kwame Awuah | 0 | 3 | 3 | 143 | 0 | 1.888 | 1.888 |
Colorado Rapids | Kip Colvey | 0 | 2 | 2 | 208 | 0 | 0.865 | 0.865 |
New England Revolution | Brian Wright | 0 | 2 | 2 | 257 | 0 | 0.7 | 0.7 |
New York City | James Sands | 0 | 2 | 2 | 223 | 0 | 0.807 | 0.807 |
Los Angeles FC | Calum Mallace | 0 | 1 | 1 | 29 | 0 | 3.103 | 3.103 |
New England Revolution | Mark Segbers | 0 | 1 | 1 | 45 | 0 | 2 | 2 |
New York Red Bulls | Cristian Casseres Jr. | 0 | 1 | 1 | 97 | 0 | 0.928 | 0.928 |
New York Red Bulls | Hassan Ndam | 0 | 1 | 1 | 90 | 0 | 1 | 1 |
Atlanta United | Andrew Wheeler-Omiunu | 0 | 0 | 0 | 16 | 0 | 0 | 0 |
Atlanta United | José Hernández | 0 | 0 | 0 | 17 | 0 | 0 | 0 |
Atlanta United | Paul Christensen | 0 | 0 | 0 | 54 | 0 | 0 | 0 |
Colorado Rapids | Sam Vines | 0 | 0 | 0 | 45 | 0 | 0 | 0 |
Columbus Crew | Mohammed Abu | 0 | 0 | 0 | 93 | 0 | 0 | 0 |
DC United | Chris Odoi-Atsem | 0 | 0 | 0 | 12 | 0 | 0 | 0 |
DC United | Dane Kelly | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
DC United | Jared Jeffrey | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
FC Dallas | Jesús Ferreira | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
Houston Dynamo | Mac Steeves | 0 | 0 | 0 | 26 | 0 | 0 | 0 |
Los Angeles Galaxy | Ariel Lassiter | 0 | 0 | 0 | 94 | 0 | 0 | 0 |
New York City | Cedric Hountondji | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
New York Red Bulls | Stefano Bonomo | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Portland Timbers | Modou Jadama | 0 | 0 | 0 | 27 | 0 | 0 | 0 |
Real Salt Lake | Taylor Peay | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
San Jose Earthquakes | Gilbert Fuentes | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Seattle Sounders | Kim Kee-Hee | 0 | 0 | 0 | 246 | 0 | 0 | 0 |
Toronto FC | Aidan Daniels | 0 | 0 | 0 | 12 | 0 | 0 | 0 |
Philadelphia Union | Auston Trusty | -1 | 49 | 50 | 3060 | -0.029 | 1.441 | 1.471 |
Los Angeles Galaxy | Ola Kamara | -1 | 58 | 59 | 2689 | -0.033 | 1.941 | 1.975 |
New England Revolution | Jalil Anibaba | -1 | 46 | 47 | 2706 | -0.033 | 1.53 | 1.563 |
Philadelphia Union | Borek Dockal | -1 | 37 | 38 | 2397 | -0.038 | 1.389 | 1.427 |
Houston Dynamo | Darwin Ceren | -1 | 37 | 38 | 1858 | -0.048 | 1.792 | 1.841 |
Toronto FC | Justin Morrow | -1 | 37 | 38 | 1790 | -0.05 | 1.86 | 1.911 |
Montreal Impact | Rudy Camacho | -1 | 28 | 29 | 1566 | -0.057 | 1.609 | 1.667 |
New England Revolution | Scott Caldwell | -1 | 20 | 21 | 1524 | -0.059 | 1.181 | 1.24 |
New England Revolution | Juan Agudelo | -1 | 28 | 29 | 1496 | -0.06 | 1.684 | 1.745 |
Columbus Crew | Josh Williams | -1 | 22 | 23 | 1485 | -0.061 | 1.333 | 1.394 |
Colorado Rapids | Axel Sjöberg | -1 | 18 | 19 | 1334 | -0.067 | 1.214 | 1.282 |
Portland Timbers | Andres Flores | -1 | 21 | 22 | 1160 | -0.078 | 1.629 | 1.707 |
FC Dallas | Jacori Hayes | -1 | 16 | 17 | 998 | -0.09 | 1.443 | 1.533 |
Vancouver Whitecaps | Aaron Maund | -1 | 17 | 18 | 900 | -0.1 | 1.7 | 1.8 |
Portland Timbers | Fanendo Adi | -1 | 12 | 13 | 823 | -0.109 | 1.312 | 1.422 |
Colorado Rapids | Shkëlzen Gashi | -1 | 11 | 12 | 814 | -0.111 | 1.216 | 1.327 |
Colorado Rapids | Joe Mason | -1 | 11 | 12 | 759 | -0.119 | 1.304 | 1.423 |
Orlando City | Stefano Pinho | -1 | 13 | 14 | 595 | -0.151 | 1.966 | 2.118 |
Chicago Fire | Grant Lillard | -1 | 8 | 9 | 563 | -0.16 | 1.279 | 1.439 |
Seattle Sounders | Handwalla Bwana | -1 | 8 | 9 | 491 | -0.183 | 1.466 | 1.65 |
Chicago Fire | Patrick McLain | -1 | 5 | 6 | 404 | -0.223 | 1.114 | 1.337 |
Orlando City | Earl Edwards Jr. | -1 | 9 | 10 | 392 | -0.23 | 2.066 | 2.296 |
Houston Dynamo | A.J. DeLaGarza | -1 | 10 | 11 | 360 | -0.25 | 2.5 | 2.75 |
San Jose Earthquakes | Fatai Alashe | -1 | 8 | 9 | 353 | -0.255 | 2.04 | 2.295 |
San Jose Earthquakes | Kevin Partida | -1 | 7 | 8 | 290 | -0.31 | 2.172 | 2.483 |
DC United | Steve Clark | -1 | 5 | 6 | 270 | -0.333 | 1.667 | 2 |
Montreal Impact | Shamit Shome | -1 | 5 | 6 | 249 | -0.361 | 1.807 | 2.169 |
Seattle Sounders | Tony Alfaro | -1 | 2 | 3 | 220 | -0.409 | 0.818 | 1.227 |
Los Angeles Galaxy | Baggio Husidic | -1 | 4 | 5 | 206 | -0.437 | 1.748 | 2.184 |
Orlando City | Cameron Lindley | -1 | 4 | 5 | 201 | -0.448 | 1.791 | 2.239 |
Chicago Fire | Christian Dean | -1 | 5 | 6 | 178 | -0.506 | 2.528 | 3.034 |
FC Dallas | Kris Reaves | -1 | 1 | 2 | 168 | -0.536 | 0.536 | 1.071 |
Colorado Rapids | Zac MacMath | -1 | 1 | 2 | 158 | -0.57 | 0.57 | 1.139 |
Atlanta United | Sal Zizzo | -1 | 1 | 2 | 157 | -0.573 | 0.573 | 1.146 |
Minnesota | Kevin Molino | -1 | 3 | 4 | 140 | -0.643 | 1.929 | 2.571 |
FC Dallas | Abel Aguilar | -1 | 0 | 1 | 131 | -0.687 | 0 | 0.687 |
Chicago Fire | Matt Polster | -1 | 3 | 4 | 126 | -0.714 | 2.143 | 2.857 |
FC Dallas | Paxton Pomykal | -1 | 0 | 1 | 124 | -0.726 | 0 | 0.726 |
Real Salt Lake | Alfredo Ortuño | -1 | 1 | 2 | 119 | -0.756 | 0.756 | 1.513 |
Chicago Fire | Rafael Ramos | -1 | 1 | 2 | 105 | -0.857 | 0.857 | 1.714 |
Philadelphia Union | Anthony Fontana | -1 | 1 | 2 | 99 | -0.909 | 0.909 | 1.818 |
Montreal Impact | Marco Donadel | -1 | 0 | 1 | 96 | -0.938 | 0 | 0.938 |
New York Red Bulls | Tommy Redding | -1 | 3 | 4 | 90 | -1 | 3 | 4 |
Seattle Sounders | Bryan Meredith | -1 | 2 | 3 | 90 | -1 | 2 | 3 |
Orlando City | Dillon Powers | -1 | 0 | 1 | 69 | -1.304 | 0 | 1.304 |
Chicago Fire | Yura Movsisyan | -1 | 0 | 1 | 58 | -1.552 | 0 | 1.552 |
FC Dallas | Ema Twumasi | -1 | 0 | 1 | 45 | -2 | 0 | 2 |
Colorado Rapids | Caleb Calvert | -1 | 0 | 1 | 35 | -2.571 | 0 | 2.571 |
Los Angeles FC | Shaft Brewer Jr. | -1 | 1 | 2 | 29 | -3.103 | 3.103 | 6.207 |
Toronto FC | Alan Mariano Miño | -1 | 0 | 1 | 25 | -3.6 | 0 | 3.6 |
Vancouver Whitecaps | Simon Colyn | -1 | 0 | 1 | 4 | -22.5 | 0 | 22.5 |
Columbus Crew | Gyasi Zardes | -2 | 40 | 42 | 2948 | -0.061 | 1.221 | 1.282 |
New England Revolution | Matt Turner | -2 | 40 | 42 | 2430 | -0.074 | 1.481 | 1.556 |
Columbus Crew | Pedro Santos | -2 | 31 | 33 | 2221 | -0.081 | 1.256 | 1.337 |
Philadelphia Union | Fafa Picault | -2 | 40 | 42 | 2190 | -0.082 | 1.644 | 1.726 |
Portland Timbers | Julio Cascante | -2 | 29 | 31 | 1729 | -0.104 | 1.51 | 1.614 |
Real Salt Lake | Marcelo Silva | -2 | 24 | 26 | 1557 | -0.116 | 1.387 | 1.503 |
Chicago Fire | Brandt Bronico | -2 | 29 | 31 | 1531 | -0.118 | 1.705 | 1.822 |
Los Angeles Galaxy | Rolf Feltscher | -2 | 25 | 27 | 1295 | -0.139 | 1.737 | 1.876 |
Vancouver Whitecaps | Aly Ghazal | -2 | 24 | 26 | 1267 | -0.142 | 1.705 | 1.847 |
Chicago Fire | Diego Campos | -2 | 21 | 23 | 1197 | -0.15 | 1.579 | 1.729 |
DC United | Nick DeLeon | -2 | 15 | 17 | 1062 | -0.169 | 1.271 | 1.441 |
Columbus Crew | Niko Hansen | -2 | 18 | 20 | 1031 | -0.175 | 1.571 | 1.746 |
Atlanta United | Greg Garza | -2 | 15 | 17 | 927 | -0.194 | 1.456 | 1.65 |
Vancouver Whitecaps | Brian Rowe | -2 | 20 | 22 | 900 | -0.2 | 2 | 2.2 |
Toronto FC | Jozy Altidore | -2 | 15 | 17 | 877 | -0.205 | 1.539 | 1.745 |
Chicago Fire | Alan Gordon | -2 | 12 | 14 | 827 | -0.218 | 1.306 | 1.524 |
Seattle Sounders | Alex Roldan | -2 | 5 | 7 | 732 | -0.246 | 0.615 | 0.861 |
Portland Timbers | Bill Tuiloma | -2 | 12 | 14 | 712 | -0.253 | 1.517 | 1.77 |
Seattle Sounders | Magnus Wolff Eikrem | -2 | 5 | 7 | 594 | -0.303 | 0.758 | 1.061 |
Toronto FC | Drew Moor | -2 | 8 | 10 | 569 | -0.316 | 1.265 | 1.582 |
Sporting Kansas City | Jaylin Lindsey | -2 | 10 | 12 | 554 | -0.325 | 1.625 | 1.949 |
New England Revolution | Krisztián Németh | -2 | 10 | 12 | 466 | -0.386 | 1.931 | 2.318 |
Chicago Fire | Stefan Cleveland | -2 | 6 | 8 | 450 | -0.4 | 1.2 | 1.6 |
New York City | Valentin Castellanos | -2 | 5 | 7 | 446 | -0.404 | 1.009 | 1.413 |
DC United | Jalen Robinson | -2 | 5 | 7 | 348 | -0.517 | 1.293 | 1.81 |
Los Angeles Galaxy | Tomas Hilliard-Arce | -2 | 3 | 5 | 304 | -0.592 | 0.888 | 1.48 |
FC Dallas | Pablo Aranguiz | -2 | 2 | 4 | 280 | -0.643 | 0.643 | 1.286 |
Chicago Fire | Daniel Johnson | -2 | 3 | 5 | 261 | -0.69 | 1.034 | 1.724 |
Toronto FC | Jon Bakero | -2 | 0 | 2 | 149 | -1.208 | 0 | 1.208 |
New England Revolution | Cristhian Machado | -2 | 0 | 2 | 119 | -1.513 | 0 | 1.513 |
Los Angeles FC | Luis Lopez | -2 | 0 | 2 | 90 | -2 | 0 | 2 |
Montreal Impact | Mathieu Choiniere | -2 | 1 | 3 | 82 | -2.195 | 1.098 | 3.293 |
Toronto FC | Ben Spencer | -2 | 0 | 2 | 82 | -2.195 | 0 | 2.195 |
Sporting Kansas City | Kharlton Belmar | -2 | 0 | 2 | 65 | -2.769 | 0 | 2.769 |
Orlando City | Pierre Da Silva | -2 | 0 | 2 | 49 | -3.673 | 0 | 3.673 |
Orlando City | José Villarreal | -2 | 0 | 2 | 45 | -4 | 0 | 4 |
Montreal Impact | Dominic Oduro | -2 | 0 | 2 | 32 | -5.625 | 0 | 5.625 |
Real Salt Lake | Ricky Lopez-Espin | -2 | 0 | 2 | 22 | -8.182 | 0 | 8.182 |
Portland Timbers | Vytautas Andriuskevicius | -2 | 0 | 2 | 21 | -8.571 | 0 | 8.571 |
Philadelphia Union | Andre Blake | -3 | 47 | 50 | 2970 | -0.091 | 1.424 | 1.515 |
Real Salt Lake | Brooks Lennon | -3 | 50 | 53 | 2850 | -0.095 | 1.579 | 1.674 |
Real Salt Lake | Jefferson Savarino | -3 | 50 | 53 | 2853 | -0.095 | 1.577 | 1.672 |
Real Salt Lake | Damir Kreilach | -3 | 52 | 55 | 2784 | -0.097 | 1.681 | 1.778 |
Columbus Crew | Zack Steffen | -3 | 34 | 37 | 2610 | -0.103 | 1.172 | 1.276 |
Vancouver Whitecaps | Alphonso Davies | -3 | 48 | 51 | 2420 | -0.112 | 1.785 | 1.897 |
New England Revolution | Antonio Mlinar Delamea | -3 | 24 | 27 | 1516 | -0.178 | 1.425 | 1.603 |
New England Revolution | Brandon Bye | -3 | 22 | 25 | 1470 | -0.184 | 1.347 | 1.531 |
Colorado Rapids | Enzo Martinez | -3 | 24 | 27 | 1406 | -0.192 | 1.536 | 1.728 |
Minnesota | Christian Ramirez | -3 | 28 | 31 | 1384 | -0.195 | 1.821 | 2.016 |
Vancouver Whitecaps | Cristian Techera | -3 | 25 | 28 | 1347 | -0.2 | 1.67 | 1.871 |
Los Angeles Galaxy | Daniel Steres | -3 | 23 | 26 | 1320 | -0.205 | 1.568 | 1.773 |
Chicago Fire | Jorge Corrales | -3 | 22 | 25 | 1293 | -0.209 | 1.531 | 1.74 |
FC Dallas | Marquinhos Pedroso | -3 | 18 | 21 | 1170 | -0.231 | 1.385 | 1.615 |
Houston Dynamo | Kevin Garcia | -3 | 19 | 22 | 1103 | -0.245 | 1.55 | 1.795 |
Philadelphia Union | Ilsinho | -3 | 13 | 16 | 985 | -0.274 | 1.188 | 1.462 |
Toronto FC | Jay Chapman | -3 | 16 | 19 | 981 | -0.275 | 1.468 | 1.743 |
Toronto FC | Nicolas Hasler | -3 | 17 | 20 | 947 | -0.285 | 1.616 | 1.901 |
Seattle Sounders | Jordan McCrary | -3 | 10 | 13 | 890 | -0.303 | 1.011 | 1.315 |
San Jose Earthquakes | Yeferson Quintana | -3 | 17 | 20 | 794 | -0.34 | 1.927 | 2.267 |
Philadelphia Union | Fabinho | -3 | 7 | 10 | 714 | -0.378 | 0.882 | 1.261 |
Seattle Sounders | Román Torres | -3 | 9 | 12 | 688 | -0.392 | 1.177 | 1.57 |
Houston Dynamo | Memo Rodriguez | -3 | 8 | 11 | 645 | -0.419 | 1.116 | 1.535 |
Columbus Crew | Luis Argudo | -3 | 9 | 12 | 630 | -0.429 | 1.286 | 1.714 |
Minnesota | Sam Nicholson | -3 | 7 | 10 | 525 | -0.514 | 1.2 | 1.714 |
Chicago Fire | Drew Conner | -3 | 3 | 6 | 462 | -0.584 | 0.584 | 1.169 |
Orlando City | Adam Grinwis | -3 | 3 | 6 | 450 | -0.6 | 0.6 | 1.2 |
Philadelphia Union | Fabian Herbers | -3 | 4 | 7 | 428 | -0.631 | 0.841 | 1.472 |
San Jose Earthquakes | Joel Qwiberg | -3 | 4 | 7 | 379 | -0.712 | 0.95 | 1.662 |
Houston Dynamo | Eric Bird | -3 | 2 | 5 | 340 | -0.794 | 0.529 | 1.324 |
Houston Dynamo | Luis Gil | -3 | 3 | 6 | 272 | -0.993 | 0.993 | 1.985 |
Houston Dynamo | Tyler Deric | -3 | 4 | 7 | 180 | -1.5 | 2 | 3.5 |
New England Revolution | Zachary Herivaux | -3 | 0 | 3 | 158 | -1.709 | 0 | 1.709 |
Seattle Sounders | Henry Wingo | -3 | 0 | 3 | 144 | -1.875 | 0 | 1.875 |
Seattle Sounders | Lamar Neagle | -3 | 0 | 3 | 110 | -2.455 | 0 | 2.455 |
Montreal Impact | Louis Beland-Goyette | -3 | 0 | 3 | 109 | -2.477 | 0 | 2.477 |
Portland Timbers | Victor Arboleda | -3 | 0 | 3 | 31 | -8.71 | 0 | 8.71 |
Los Angeles FC | Rodrigo Pacheco | -3 | 0 | 3 | 17 | -15.882 | 0 | 15.882 |
Real Salt Lake | Nick Rimando | -4 | 53 | 57 | 2925 | -0.123 | 1.631 | 1.754 |
Columbus Crew | Milton Valenzuela | -4 | 32 | 36 | 2557 | -0.141 | 1.126 | 1.267 |
Real Salt Lake | Joao Plata | -4 | 30 | 34 | 1721 | -0.209 | 1.569 | 1.778 |
Montreal Impact | Ken Krolicki | -4 | 21 | 25 | 1589 | -0.227 | 1.189 | 1.416 |
New York City | Jo Inge Berget | -4 | 28 | 32 | 1569 | -0.229 | 1.606 | 1.836 |
DC United | David Ousted | -4 | 28 | 32 | 1530 | -0.235 | 1.647 | 1.882 |
Philadelphia Union | David Accam | -4 | 17 | 21 | 1213 | -0.297 | 1.261 | 1.558 |
San Jose Earthquakes | Francois Affolter | -4 | 11 | 15 | 676 | -0.533 | 1.464 | 1.997 |
Columbus Crew | Héctor Jiménez | -4 | 9 | 13 | 655 | -0.55 | 1.237 | 1.786 |
New England Revolution | Brad Knighton | -4 | 9 | 13 | 630 | -0.571 | 1.286 | 1.857 |
San Jose Earthquakes | Tommy Thompson | -4 | 8 | 12 | 630 | -0.571 | 1.143 | 1.714 |
Houston Dynamo | Jared Watts | -4 | 5 | 9 | 535 | -0.673 | 0.841 | 1.514 |
Vancouver Whitecaps | Bernie Ibini | -4 | 3 | 7 | 422 | -0.853 | 0.64 | 1.493 |
Columbus Crew | Eduardo Sosa | -4 | 7 | 11 | 385 | -0.935 | 1.636 | 2.571 |
Real Salt Lake | Demar Phillips | -4 | 4 | 8 | 360 | -1 | 1 | 2 |
Minnesota | Mason Toye | -4 | 4 | 8 | 340 | -1.059 | 1.059 | 2.118 |
Los Angeles FC | Andre Horta | -4 | 3 | 7 | 319 | -1.129 | 0.846 | 1.975 |
Real Salt Lake | Adam Henley | -4 | 3 | 7 | 260 | -1.385 | 1.038 | 2.423 |
Philadelphia Union | Matthew Real | -4 | 1 | 5 | 236 | -1.525 | 0.381 | 1.907 |
Real Salt Lake | Shawn Barry | -4 | 2 | 6 | 204 | -1.765 | 0.882 | 2.647 |
New England Revolution | Guillermo Hauche | -4 | 2 | 6 | 175 | -2.057 | 1.029 | 3.086 |
Toronto FC | Mitchell Taintor | -4 | 1 | 5 | 90 | -4 | 1 | 5 |
New England Revolution | Cristian Penilla | -5 | 45 | 50 | 2816 | -0.16 | 1.438 | 1.598 |
Los Angeles Galaxy | Ashley Cole | -5 | 58 | 63 | 2686 | -0.168 | 1.943 | 2.111 |
New England Revolution | Diego Fagundez | -5 | 43 | 48 | 2666 | -0.169 | 1.452 | 1.62 |
Real Salt Lake | Kyle Beckerman | -5 | 45 | 50 | 2621 | -0.172 | 1.545 | 1.717 |
New England Revolution | Luis Alberto Caicedo | -5 | 43 | 48 | 2590 | -0.174 | 1.494 | 1.668 |
Montreal Impact | Alejandro Silva | -5 | 38 | 43 | 2367 | -0.19 | 1.445 | 1.635 |
Chicago Fire | Dax McCarty | -5 | 35 | 40 | 2259 | -0.199 | 1.394 | 1.594 |
Vancouver Whitecaps | Kei Kamara | -5 | 41 | 46 | 2166 | -0.208 | 1.704 | 1.911 |
Philadelphia Union | Jack Elliott | -5 | 18 | 23 | 1430 | -0.315 | 1.133 | 1.448 |
Real Salt Lake | Sunny | -5 | 22 | 27 | 1414 | -0.318 | 1.4 | 1.719 |
Orlando City | Lamine Sane | -5 | 22 | 27 | 1373 | -0.328 | 1.442 | 1.77 |
Minnesota | Alexi Gomez | -5 | 22 | 27 | 1322 | -0.34 | 1.498 | 1.838 |
Vancouver Whitecaps | Doneil Henry | -5 | 23 | 28 | 1260 | -0.357 | 1.643 | 2 |
Minnesota | Collen Warner | -5 | 24 | 29 | 1239 | -0.363 | 1.743 | 2.107 |
Houston Dynamo | Adam Lundkvist | -5 | 18 | 23 | 1200 | -0.375 | 1.35 | 1.725 |
Los Angeles Galaxy | Servando Carrasco | -5 | 16 | 21 | 1001 | -0.45 | 1.439 | 1.888 |
Vancouver Whitecaps | Nicolas Mezquida | -5 | 19 | 24 | 966 | -0.466 | 1.77 | 2.236 |
Montreal Impact | Victor Cabrera | -5 | 16 | 21 | 920 | -0.489 | 1.565 | 2.054 |
Chicago Fire | Raheem Edwards | -5 | 10 | 15 | 916 | -0.491 | 0.983 | 1.474 |
Chicago Fire | Mo Adams | -5 | 13 | 18 | 908 | -0.496 | 1.289 | 1.784 |
Chicago Fire | Nicolas Hasler | -5 | 9 | 14 | 778 | -0.578 | 1.041 | 1.62 |
Colorado Rapids | Yannick Boli | -5 | 7 | 12 | 768 | -0.586 | 0.82 | 1.406 |
Chicago Fire | Luis Solignac | -5 | 12 | 17 | 702 | -0.641 | 1.538 | 2.179 |
Portland Timbers | Dairon Asprilla | -5 | 12 | 17 | 688 | -0.654 | 1.57 | 2.224 |
Portland Timbers | Jake Gleeson | -5 | 9 | 14 | 540 | -0.833 | 1.5 | 2.333 |
Toronto FC | Jason Hernandez | -5 | 10 | 15 | 534 | -0.843 | 1.685 | 2.528 |
Real Salt Lake | Pablo Ruiz | -5 | 9 | 14 | 530 | -0.849 | 1.528 | 2.377 |
Vancouver Whitecaps | Erik Hurtado | -5 | 7 | 12 | 484 | -0.93 | 1.302 | 2.231 |
New York City | Eloi Amagat | -5 | 3 | 8 | 430 | -1.047 | 0.628 | 1.674 |
Colorado Rapids | Niki Jackson | -5 | 7 | 12 | 429 | -1.049 | 1.469 | 2.517 |
Minnesota | Wyatt Omsberg | -5 | 4 | 9 | 385 | -1.169 | 0.935 | 2.104 |
DC United | Ian Harkes | -5 | 6 | 11 | 352 | -1.278 | 1.534 | 2.812 |
Houston Dynamo | Arturo Álvarez | -5 | 6 | 11 | 341 | -1.32 | 1.584 | 2.903 |
Real Salt Lake | David Horst | -5 | 4 | 9 | 312 | -1.442 | 1.154 | 2.596 |
Orlando City | Richmond Laryea | -5 | 1 | 6 | 253 | -1.779 | 0.356 | 2.134 |
Houston Dynamo | Ronaldo Peña | -5 | 2 | 7 | 222 | -2.027 | 0.811 | 2.838 |
Minnesota | Frantz Pangop | -5 | 0 | 5 | 175 | -2.571 | 0 | 2.571 |
Minnesota | Harrison Heath | -5 | 0 | 5 | 121 | -3.719 | 0 | 3.719 |
Toronto FC | Julian Dunn | -5 | 1 | 6 | 104 | -4.327 | 0.865 | 5.192 |
Portland Timbers | Tomas Conechny | -5 | 0 | 5 | 72 | -6.25 | 0 | 6.25 |
Montreal Impact | Evan Bush | -6 | 47 | 53 | 3060 | -0.176 | 1.382 | 1.559 |
Real Salt Lake | Justen Glad | -6 | 50 | 56 | 2910 | -0.186 | 1.546 | 1.732 |
New England Revolution | Andrew Farrell | -6 | 43 | 49 | 2701 | -0.2 | 1.433 | 1.633 |
Montreal Impact | Daniel Lovitz | -6 | 43 | 49 | 2650 | -0.204 | 1.46 | 1.664 |
Los Angeles Galaxy | Jorgen Skjelvik | -6 | 52 | 58 | 2585 | -0.209 | 1.81 | 2.019 |
New England Revolution | Teal Bunbury | -6 | 42 | 48 | 2566 | -0.21 | 1.473 | 1.684 |
Minnesota | Francisco Calvo | -6 | 45 | 51 | 2339 | -0.231 | 1.732 | 1.962 |
Philadelphia Union | CJ Sapong | -6 | 31 | 37 | 2321 | -0.233 | 1.202 | 1.435 |
Vancouver Whitecaps | Kendall Waston | -6 | 39 | 45 | 2218 | -0.243 | 1.583 | 1.826 |
Toronto FC | Nick Hagglund | -6 | 26 | 32 | 1429 | -0.378 | 1.638 | 2.015 |
Colorado Rapids | Dominique Badji | -6 | 20 | 26 | 1343 | -0.402 | 1.34 | 1.742 |
Seattle Sounders | Clint Dempsey | -6 | 7 | 13 | 902 | -0.599 | 0.698 | 1.297 |
New England Revolution | Michael Mancienne | -6 | 10 | 16 | 900 | -0.6 | 1 | 1.6 |
Vancouver Whitecaps | Jordon Mutch | -6 | 12 | 18 | 830 | -0.651 | 1.301 | 1.952 |
Toronto FC | Ryan Telfer | -6 | 13 | 19 | 813 | -0.664 | 1.439 | 2.103 |
Vancouver Whitecaps | Anthony Blondell | -6 | 12 | 18 | 642 | -0.841 | 1.682 | 2.523 |
Minnesota | Carter Manley | -6 | 6 | 12 | 502 | -1.076 | 1.076 | 2.151 |
San Jose Earthquakes | JT Marcinkowski | -6 | 5 | 11 | 450 | -1.2 | 1 | 2.2 |
Orlando City | Donny Toia | -6 | 1 | 7 | 238 | -2.269 | 0.378 | 2.647 |
San Jose Earthquakes | Chris Wehan | -6 | 2 | 8 | 183 | -2.951 | 0.984 | 3.934 |
Columbus Crew | Wil Trapp | -7 | 33 | 40 | 2619 | -0.241 | 1.134 | 1.375 |
Minnesota | Rasmus Schuller | -7 | 48 | 55 | 2547 | -0.247 | 1.696 | 1.943 |
Montreal Impact | Jukka Raitala | -7 | 33 | 40 | 2290 | -0.275 | 1.297 | 1.572 |
Houston Dynamo | Leonardo | -7 | 27 | 34 | 1770 | -0.356 | 1.373 | 1.729 |
Montreal Impact | Jeisson Vargas | -7 | 14 | 21 | 871 | -0.723 | 1.447 | 2.17 |
Toronto FC | Ager Aketxe | -7 | 11 | 18 | 732 | -0.861 | 1.352 | 2.213 |
Montreal Impact | Anthony Jackson-Hamel | -7 | 4 | 11 | 580 | -1.086 | 0.621 | 1.707 |
Montreal Impact | Samuel Piette | -8 | 45 | 53 | 3000 | -0.24 | 1.35 | 1.59 |
Chicago Fire | Bastian Schweinsteiger | -8 | 45 | 53 | 2726 | -0.264 | 1.486 | 1.75 |
Real Salt Lake | Albert Rusnak | -8 | 45 | 53 | 2592 | -0.278 | 1.562 | 1.84 |
Vancouver Whitecaps | Jake Nerwinski | -8 | 41 | 49 | 2212 | -0.325 | 1.668 | 1.994 |
Orlando City | Yoshi Yotun | -8 | 35 | 43 | 1970 | -0.365 | 1.599 | 1.964 |
Portland Timbers | Lawrence Olum | -8 | 21 | 29 | 1632 | -0.441 | 1.158 | 1.599 |
Vancouver Whitecaps | Brek Shea | -8 | 27 | 35 | 1520 | -0.474 | 1.599 | 2.072 |
Colorado Rapids | Bismark Adjei-Boateng | -8 | 15 | 23 | 1236 | -0.583 | 1.092 | 1.675 |
Colorado Rapids | Marlon Hairston | -8 | 14 | 22 | 1108 | -0.65 | 1.137 | 1.787 |
Chicago Fire | Jonathan Campbell | -8 | 14 | 22 | 1004 | -0.717 | 1.255 | 1.972 |
San Jose Earthquakes | Luis Felipe | -8 | 17 | 25 | 974 | -0.739 | 1.571 | 2.31 |
Chicago Fire | Elliot Collier | -8 | 14 | 22 | 904 | -0.796 | 1.394 | 2.19 |
Minnesota | Tyrone Mears | -8 | 11 | 19 | 883 | -0.815 | 1.121 | 1.937 |
Toronto FC | Tosaint Ricketts | -8 | 14 | 22 | 601 | -1.198 | 2.097 | 3.295 |
Minnesota | Maximiniano | -8 | 6 | 14 | 576 | -1.25 | 0.938 | 2.188 |
Minnesota | Ethan Finlay | -8 | 6 | 14 | 570 | -1.263 | 0.947 | 2.211 |
Minnesota | Collin Martin | -8 | 7 | 15 | 518 | -1.39 | 1.216 | 2.606 |
Portland Timbers | Marco Farfan | -8 | 4 | 12 | 515 | -1.398 | 0.699 | 2.097 |
Minnesota | Abu Danladi | -8 | 7 | 15 | 482 | -1.494 | 1.307 | 2.801 |
Orlando City | Victor Giro | -8 | 5 | 13 | 418 | -1.722 | 1.077 | 2.799 |
Colorado Rapids | Micheal Azira | -8 | 1 | 9 | 275 | -2.618 | 0.327 | 2.945 |
Chicago Fire | Nemanja Nikolic | -9 | 40 | 49 | 2443 | -0.332 | 1.474 | 1.805 |
Houston Dynamo | Boniek Garcia | -9 | 37 | 46 | 2063 | -0.393 | 1.614 | 2.007 |
New England Revolution | Wilfried Zahibo | -9 | 30 | 39 | 1942 | -0.417 | 1.39 | 1.807 |
Columbus Crew | Lalas Abubakar | -9 | 20 | 29 | 1771 | -0.457 | 1.016 | 1.474 |
Vancouver Whitecaps | Efraín Juárez | -9 | 17 | 26 | 1159 | -0.699 | 1.32 | 2.019 |
Minnesota | Jerome Thiesson | -9 | 16 | 25 | 1106 | -0.732 | 1.302 | 2.034 |
San Jose Earthquakes | Guram Kashia | -9 | 18 | 27 | 1080 | -0.75 | 1.5 | 2.25 |
San Jose Earthquakes | Jahmir Hyka | -9 | 14 | 23 | 915 | -0.885 | 1.377 | 2.262 |
Minnesota | Matthew Lampson | -9 | 11 | 20 | 810 | -1 | 1.222 | 2.222 |
Orlando City | Chris Schuler | -9 | 14 | 23 | 785 | -1.032 | 1.605 | 2.637 |
Minnesota | Fernando Bob | -9 | 9 | 18 | 616 | -1.315 | 1.315 | 2.63 |
Minnesota | Marc Burch | -9 | 1 | 10 | 403 | -2.01 | 0.223 | 2.233 |
Los Angeles Galaxy | Perry Kitchen | -10 | 44 | 54 | 2339 | -0.385 | 1.693 | 2.078 |
Chicago Fire | Richard Sánchez | -10 | 37 | 47 | 2206 | -0.408 | 1.51 | 1.917 |
Chicago Fire | Kevin Ellis | -10 | 23 | 33 | 1537 | -0.586 | 1.347 | 1.932 |
San Jose Earthquakes | Jackson Yueill | -10 | 21 | 31 | 1293 | -0.696 | 1.462 | 2.158 |
San Jose Earthquakes | Jimmy Ockford | -10 | 16 | 26 | 1085 | -0.829 | 1.327 | 2.157 |
Chicago Fire | Tony Tchani | -10 | 13 | 23 | 825 | -1.091 | 1.418 | 2.509 |
Orlando City | Carlos Ascues | -10 | 5 | 15 | 755 | -1.192 | 0.596 | 1.788 |
Toronto FC | Clint Irwin | -10 | 9 | 19 | 630 | -1.429 | 1.286 | 2.714 |
Toronto FC | Liam Fraser | -10 | 6 | 16 | 615 | -1.463 | 0.878 | 2.341 |
Los Angeles FC | Tristan Blackmon | -10 | 7 | 17 | 492 | -1.829 | 1.28 | 3.11 |
Chicago Fire | Aleksandar Katai | -11 | 40 | 51 | 2428 | -0.408 | 1.483 | 1.89 |
Vancouver Whitecaps | Stefan Marinovic | -11 | 34 | 45 | 2160 | -0.458 | 1.417 | 1.875 |
Orlando City | Cristian Higuita | -11 | 22 | 33 | 1365 | -0.725 | 1.451 | 2.176 |
Minnesota | Eric Miller | -11 | 17 | 28 | 1145 | -0.865 | 1.336 | 2.201 |
Toronto FC | Jordan Hamilton | -11 | 10 | 21 | 862 | -1.148 | 1.044 | 2.193 |
Orlando City | Tony Rocha | -11 | 13 | 24 | 818 | -1.21 | 1.43 | 2.641 |
Montreal Impact | Michael Petrasso | -11 | 7 | 18 | 782 | -1.266 | 0.806 | 2.072 |
Colorado Rapids | Giles Barnes | -11 | 3 | 14 | 543 | -1.823 | 0.497 | 2.32 |
Chicago Fire | Johan Kappelhof | -12 | 41 | 53 | 2604 | -0.415 | 1.417 | 1.832 |
Minnesota | Darwin Quintero | -12 | 43 | 55 | 2396 | -0.451 | 1.615 | 2.066 |
San Jose Earthquakes | Shea Salinas | -12 | 27 | 39 | 1820 | -0.593 | 1.335 | 1.929 |
Vancouver Whitecaps | Jose Aja | -12 | 24 | 36 | 1512 | -0.714 | 1.429 | 2.143 |
Toronto FC | Eriq Zavaleta | -12 | 24 | 36 | 1488 | -0.726 | 1.452 | 2.177 |
Minnesota | Angelo Rodriguez | -12 | 9 | 21 | 871 | -1.24 | 0.93 | 2.17 |
San Jose Earthquakes | Chris Wondolowski | -13 | 36 | 49 | 2289 | -0.511 | 1.415 | 1.927 |
Minnesota | Bobby Shuttleworth | -13 | 38 | 51 | 2250 | -0.52 | 1.52 | 2.04 |
Colorado Rapids | Deklan Wynne | -13 | 27 | 40 | 2006 | -0.583 | 1.211 | 1.795 |
Colorado Rapids | Sam Nicholson | -13 | 18 | 31 | 1521 | -0.769 | 1.065 | 1.834 |
Orlando City | Shane O'Neill | -13 | 13 | 26 | 1118 | -1.047 | 1.047 | 2.093 |
Chicago Fire | Brandon Vincent | -14 | 42 | 56 | 2827 | -0.446 | 1.337 | 1.783 |
Minnesota | Ibson | -14 | 34 | 48 | 2099 | -0.6 | 1.458 | 2.058 |
San Jose Earthquakes | Harold Cummings | -14 | 26 | 40 | 1874 | -0.672 | 1.249 | 1.921 |
Colorado Rapids | Kortne Ford | -14 | 9 | 23 | 1141 | -1.104 | 0.71 | 1.814 |
Minnesota | Miguel Ibarra | -15 | 47 | 62 | 2716 | -0.497 | 1.557 | 2.054 |
Orlando City | Will Johnson | -15 | 29 | 44 | 2195 | -0.615 | 1.189 | 1.804 |
Orlando City | Chris Mueller | -15 | 33 | 48 | 2056 | -0.657 | 1.445 | 2.101 |
Orlando City | Amro Tarek | -15 | 28 | 43 | 1697 | -0.796 | 1.485 | 2.28 |
Colorado Rapids | Johan Blomberg | -15 | 19 | 34 | 1657 | -0.815 | 1.032 | 1.847 |
Orlando City | Jonathan Spector | -15 | 8 | 23 | 1060 | -1.274 | 0.679 | 1.953 |
San Jose Earthquakes | Andrew Tarbell | -16 | 44 | 60 | 2610 | -0.552 | 1.517 | 2.069 |
Orlando City | Dom Dwyer | -16 | 34 | 50 | 2244 | -0.642 | 1.364 | 2.005 |
Orlando City | Mohamed El-Munir | -16 | 34 | 50 | 2089 | -0.689 | 1.465 | 2.154 |
Orlando City | Justin Meram | -16 | 18 | 34 | 1273 | -1.131 | 1.273 | 2.404 |
San Jose Earthquakes | Anibal Godoy | -17 | 35 | 52 | 2348 | -0.652 | 1.342 | 1.993 |
Vancouver Whitecaps | Marcel de Jong | -17 | 19 | 36 | 1393 | -1.098 | 1.228 | 2.326 |
Colorado Rapids | Kellyn Acosta | -17 | 8 | 25 | 1040 | -1.471 | 0.692 | 2.163 |
Orlando City | RJ Allen | -17 | 12 | 29 | 966 | -1.584 | 1.118 | 2.702 |
Minnesota | Michael Boxall | -18 | 48 | 66 | 2880 | -0.562 | 1.5 | 2.062 |
San Jose Earthquakes | Magnus Eriksson | -18 | 44 | 62 | 2494 | -0.65 | 1.588 | 2.237 |
San Jose Earthquakes | Danny Hoesen | -18 | 37 | 55 | 2489 | -0.651 | 1.338 | 1.989 |
Vancouver Whitecaps | Felipe | -18 | 35 | 53 | 2202 | -0.736 | 1.431 | 2.166 |
Orlando City | Scott Sutter | -18 | 20 | 38 | 1567 | -1.034 | 1.149 | 2.183 |
Colorado Rapids | Dillon Serna | -18 | 12 | 30 | 1181 | -1.372 | 0.914 | 2.286 |
Colorado Rapids | Jack McBean | -18 | 12 | 30 | 1060 | -1.528 | 1.019 | 2.547 |
Orlando City | Josue Colman | -18 | 11 | 29 | 1054 | -1.537 | 0.939 | 2.476 |
San Jose Earthquakes | Valeri Qazaishvili | -20 | 45 | 65 | 2717 | -0.662 | 1.491 | 2.153 |
Minnesota | Brent Kallman | -20 | 31 | 51 | 1953 | -0.922 | 1.429 | 2.35 |
Colorado Rapids | Edgar Castillo | -21 | 30 | 51 | 2440 | -0.775 | 1.107 | 1.881 |
San Jose Earthquakes | Florian Jungwirth | -21 | 39 | 60 | 2400 | -0.788 | 1.463 | 2.25 |
San Jose Earthquakes | Nick Lima | -22 | 49 | 71 | 3049 | -0.649 | 1.446 | 2.096 |
Colorado Rapids | Tim Howard | -23 | 35 | 58 | 2900 | -0.714 | 1.086 | 1.8 |
Colorado Rapids | Jack Price | -24 | 32 | 56 | 2750 | -0.785 | 1.047 | 1.833 |
Orlando City | Sacha Kljestan | -26 | 34 | 60 | 2522 | -0.928 | 1.213 | 2.141 |
Colorado Rapids | Danny Wilson | -26 | 19 | 45 | 1935 | -1.209 | 0.884 | 2.093 |
Colorado Rapids | Tommy Smith | -27 | 36 | 63 | 2969 | -0.818 | 1.091 | 1.91 |
Orlando City | Joe Bendik | -27 | 31 | 58 | 2218 | -1.096 | 1.258 | 2.353 |
Orlando City | Oriol Rosell | -28 | 17 | 45 | 1701 | -1.481 | 0.899 | 2.381 |
Playoffs probability and more
Philadelphia has increased from a 99.5% to a 100% chance of making the playoffs.
Next is the distribution of Philadelphia’s points against the MLS East’s sixth seed in all the simulations.
The Union increased from a 0.8% chance to a 1.6% chance of winning the MLS Cup.
Philadelphia decreased from a 0.8% chance to a 1.6% chance of qualifying for the 2019 edition of the CONCACAF Champions League.
The following are Philadelphia’s odds at different prizes over time.
The following are the probabilities of each final playoffs placement for Philadelphia.
The following shows the summary of the simulations in an easy table format.
Team | Conf | pts | W | L | T | GF | GA | GD | powerRk | pwrScr | Plyfs | MLSCup | Shld | USOCChmp | CANChmp | CCLQual | CCLChmp | confRegSeasFinish | regSeasFinish | plyfFinish |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
New York Red Bulls | East | 71 | 22 | 7 | 5 | 62 | 33 | 29 | 2 | 1.852 | 100 | 30.7 | 100 | 0 | NA | 69.7 | 0 | 1 | 1 | 2.9 |
Atlanta United | East | 69 | 21 | 7 | 6 | 70 | 44 | 26 | 1 | 1.871 | 100 | 24.1 | 0 | 0 | NA | 100 | NA | 2 | 2 | 3.3 |
Sporting Kansas City | West | 62 | 18 | 8 | 8 | 65 | 40 | 25 | 3 | 1.736 | 100 | 14.9 | 0 | 0 | NA | 100 | NA | 1 | 3 | 3.6 |
Seattle Sounders | West | 59 | 18 | 11 | 5 | 52 | 37 | 15 | 5 | 1.613 | 100 | 8.1 | 0 | 0 | NA | 8.1 | 0 | 2 | 4 | 4.4 |
Los Angeles FC | West | 57 | 16 | 9 | 9 | 68 | 52 | 16 | 4 | 1.65 | 100 | 7.7 | 0 | 0 | NA | 7.7 | NA | 3 | 5 | 5.2 |
FC Dallas | West | 57 | 16 | 9 | 9 | 52 | 44 | 8 | 6 | 1.571 | 100 | 4.2 | 0 | 0 | NA | 4.2 | 0 | 4 | 6 | 6.4 |
New York City | East | 56 | 16 | 10 | 8 | 59 | 45 | 14 | 8 | 1.547 | 100 | 3.3 | 0 | 0 | NA | 3.3 | NA | 3 | 7 | 6.7 |
Portland Timbers | West | 54 | 15 | 10 | 9 | 54 | 48 | 6 | 7 | 1.554 | 100 | 1.8 | 0 | 0 | NA | 1.8 | NA | 5 | 8 | 8.2 |
DC United | East | 51 | 14 | 11 | 9 | 60 | 50 | 10 | 9 | 1.521 | 100 | 3.5 | 0 | 0 | NA | 3.5 | NA | 4 | 9 | 7.3 |
Columbus Crew | East | 51 | 14 | 11 | 9 | 43 | 45 | -2 | 11 | 1.4 | 100 | 0.7 | 0 | 0 | NA | 0.7 | NA | 5 | 10 | 9.3 |
Philadelphia Union | East | 50 | 15 | 14 | 5 | 49 | 50 | -1 | 10 | 1.416 | 100 | 0.6 | 0 | 0 | NA | 0.6 | NA | 6 | 11 | 9.9 |
Real Salt Lake | West | 49 | 14 | 13 | 7 | 55 | 58 | -3 | 15 | 1.319 | 100 | 0.3 | 0 | 0 | NA | 0.3 | NA | 6 | 12 | 10.9 |
Los Angeles Galaxy | West | 48 | 13 | 12 | 9 | 66 | 64 | 2 | 14 | 1.322 | 0 | 0 | 0 | 0 | NA | 0 | NA | 7 | 13 | 13 |
Vancouver Whitecaps | West | 47 | 13 | 13 | 8 | 54 | 67 | -13 | 16 | 1.227 | 0 | 0 | 0 | NA | 0 | 0 | NA | 8 | 14 | 14 |
Montreal Impact | East | 46 | 14 | 16 | 4 | 47 | 53 | -6 | 12 | 1.388 | 0 | 0 | 0 | NA | 0 | 0 | NA | 7 | 15 | 15 |
New England Revolution | East | 41 | 10 | 13 | 11 | 49 | 55 | -6 | 18 | 1.189 | 0 | 0 | 0 | 0 | NA | 0 | NA | 8 | 16 | 16 |
Houston Dynamo | West | 38 | 10 | 16 | 8 | 58 | 58 | 0 | 17 | 1.199 | 0 | 0 | 0 | 100 | NA | 100 | NA | 9 | 17 | 17 |
Minnesota United | West | 36 | 11 | 20 | 3 | 49 | 71 | -22 | 21 | 0.963 | 0 | 0 | 0 | 0 | NA | 0 | NA | 10 | 18 | 18 |
Toronto FC | East | 36 | 10 | 18 | 6 | 59 | 64 | -5 | 13 | 1.342 | 0 | 0 | 0 | NA | 100 | 100 | 0 | 9 | 19 | 19 |
Chicago Fire | East | 32 | 8 | 18 | 8 | 48 | 61 | -13 | 19 | 1.068 | 0 | 0 | 0 | 0 | NA | 0 | NA | 10 | 20 | 20 |
Colorado Rapids | West | 31 | 8 | 19 | 7 | 36 | 63 | -27 | 22 | 0.926 | 0 | 0 | 0 | 0 | NA | 0 | 0 | 11 | 21 | 21 |
Orlando City | East | 28 | 8 | 22 | 4 | 43 | 74 | -31 | 20 | 0.975 | 0 | 0 | 0 | 0 | NA | 0 | NA | 11 | 22 | 22 |
San Jose Earthquakes | West | 21 | 4 | 21 | 9 | 49 | 71 | -22 | 23 | 0.806 | 0 | 0 | 0 | 0 | NA | 0 | NA | 12 | 23 | 23 |
Next is a table showing the difference between this forecast and the last forecast.
Team | Conf | pts | W | L | T | GF | GA | GD | powerRk | pwrScr | Plyfs | MLSCup | Shld | USOCChmp | CANChmp | CCLQual | CCLChmp | confRegSeasFinish | regSeasFinish | plyfFinish |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
New York Red Bulls | East | 0.3 | 0.1 | -0.1 | -0.1 | -1.7 | -0.7 | -1 | 0 | 0.017 | 0 | 1.4 | 55.6 | 0 | NA | 0.4 | 0 | -0.6 | -0.6 | -0.1 |
Atlanta United | East | -1.6 | -0.5 | 0.6 | -0.1 | -1 | 2.1 | -3.1 | 0 | -0.047 | 0 | -3.4 | -55.6 | 0 | NA | 0 | NA | 0.6 | 0.6 | 0.3 |
Sporting Kansas City | West | 1 | 0.4 | -0.2 | -0.2 | 0 | -0.2 | 0.2 | 0 | 0.03 | 0 | 2.4 | 0 | 0 | NA | 0 | NA | -0.5 | -0.5 | -0.4 |
Seattle Sounders | West | 0.4 | 0.2 | -0.1 | -0.1 | -0.1 | 0.2 | -0.4 | -1 | 0.017 | 0 | 1.5 | 0 | 0 | NA | 1.5 | 0 | -0.7 | -0.7 | -0.7 |
Los Angeles FC | West | -0.8 | -0.2 | 0.4 | -0.2 | -0.2 | 0 | -0.2 | 0 | -0.009 | 0 | -0.3 | 0 | 0 | NA | -0.3 | NA | 0 | 0 | -0.1 |
FC Dallas | West | -1.7 | -0.5 | 0.7 | -0.2 | -0.7 | 0.7 | -1.4 | -1 | -0.02 | 0 | -1.7 | 0 | 0 | NA | -1.7 | 0 | 1.1 | 1.1 | 0.9 |
New York City | East | 1.1 | 0.4 | -0.3 | -0.1 | 1.1 | -0.1 | 1.2 | -1 | 0.048 | 0 | 1.3 | 0 | 0 | NA | 1.3 | NA | -0.4 | -1 | -0.8 |
Portland Timbers | West | -1.4 | -0.4 | 0.6 | -0.2 | -0.7 | 0.3 | -1 | 2 | -0.045 | 0 | -1.1 | 0 | 0 | NA | -1.1 | NA | 0.2 | 0.7 | 0.5 |
DC United | East | -0.4 | -0.4 | -0.4 | 0.8 | -1.7 | -1.7 | 0 | 1 | -0.025 | 0 | 0.7 | 0 | 0 | NA | 0.7 | NA | -0.8 | -1.1 | -1 |
Columbus Crew | East | 0.6 | 0.2 | -0.1 | -0.1 | 0.9 | 1.2 | -0.3 | -1 | -0.001 | 7.9 | 0 | 0 | 0 | NA | 0 | NA | -0.3 | -1.3 | -0.6 |
Philadelphia Union | East | -1 | -0.3 | 0.4 | -0.1 | -0.1 | 1.1 | -1.2 | 0 | -0.009 | 0 | -0.4 | 0 | 0 | NA | -0.4 | NA | 1.4 | 1 | 1 |
Real Salt Lake | West | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0.013 | 70 | 0.2 | 0 | 0 | NA | 0.2 | NA | -0.7 | -0.8 | -1.6 |
Los Angeles Galaxy | West | -2.2 | -0.7 | 0.8 | -0.1 | -0.6 | 1.2 | -1.8 | 1 | -0.059 | -70 | -0.7 | 0 | 0 | NA | -0.7 | NA | 0.7 | 2.1 | 2.4 |
Vancouver Whitecaps | West | 1.5 | 0.6 | -0.4 | -0.2 | 0.3 | -0.7 | 1 | 0 | 0.023 | 0 | 0 | 0 | NA | 0 | 0 | NA | 0 | -0.8 | -0.8 |
Montreal Impact | East | -1.1 | -0.3 | 0.5 | -0.1 | -1.3 | -0.9 | -0.5 | 1 | -0.024 | -7.9 | 0 | 0 | NA | 0 | 0 | NA | 0.1 | 1.3 | 1.3 |
New England Revolution | East | 1.2 | 0.5 | -0.3 | -0.1 | -0.9 | -1.3 | 0.5 | 1 | 0.018 | 0 | 0 | 0 | 0 | NA | 0 | NA | 0 | -0.1 | -0.1 |
Houston Dynamo | West | 2.4 | 0.8 | -0.7 | -0.1 | 1.2 | -0.6 | 1.8 | -1 | 0.048 | 0 | 0 | 0 | 0 | NA | 0 | NA | -0.9 | -1.1 | -1.1 |
Minnesota United | West | -0.5 | -0.1 | 0.2 | -0.1 | 1.2 | 0.9 | 0.3 | 1 | -0.023 | 0 | 0 | 0 | 0 | NA | 0 | NA | 0.9 | 0.9 | 0.9 |
Toronto FC | East | 1.7 | 0.6 | -0.5 | -0.1 | 2.1 | -1 | 3.1 | -2 | 0.055 | 0 | 0 | 0 | NA | 0 | 0 | 0 | -0.2 | 0.1 | 0.1 |
Chicago Fire | East | -0.4 | -0.4 | -0.4 | 0.8 | -1.7 | -1.7 | 0 | 0 | -0.028 | 0 | 0 | 0 | 0 | NA | 0 | NA | 0.2 | 0.2 | 0.2 |
Colorado Rapids | West | 1.9 | 0.7 | -0.5 | -0.2 | 0.7 | -0.7 | 1.4 | 0 | 0.035 | 0 | 0 | 0 | 0 | NA | 0 | 0 | 0 | -0.6 | -0.6 |
Orlando City | East | -0.2 | -0.1 | 0.1 | -0.1 | -0.7 | -1.7 | 1 | -1 | -0.006 | 0 | 0 | 0 | 0 | NA | 0 | NA | 0 | 0.6 | 0.6 |
San Jose Earthquakes | West | -0.3 | -0.1 | 0.2 | -0.1 | 0.2 | -0.1 | 0.4 | 0 | -0.006 | 0 | 0 | 0 | 0 | NA | 0 | NA | 0 | 0 | 0 |
The following shows the difficulty for each team’s remaining schedule. Higher values means an easier remaining schedule.
The following shows the expectations for upcoming Philadelphia matches:
Model Validation
The following shows SEBA’s model error compared with random guessing. To do this, we save forecasts for the entire season’s games for every forecast’s data, and update the error charts all the way through the season.
Lower error is better.
USL
Power Rankings
SEBA has Bethlehem improved from 14th to 12th.
Playoffs probability and more
Bethlehem increased from an 87.8% to an 89.4% chance of making the playoffs.
Bethlehem’s odds of winning the USL championship increased from 0.6% to 1.0%.
The following shows the probability of each post-playoff ranking finish:
The following are the simulation averages in an easy, combined format.
The following is the strength of remaining schedules for each team. Higher values mean an easier remaining schedule.
The following are the upcoming expectations for Bethlehem matches.
Thank you, Chris.
.
These tools are invaluable.