The 50 Biggest Playoff Upsets, 1991-2009
Posted by Neil Paine on December 4, 2009
Back in the spring, I used Statistical Plus/Minus to predict individual playoff series outcomes (and to pretty decent effect, too -- I mean, yes, it did miss on Cleveland-Orlando, but then again so did just about everyone, including the bigwigs at Nike). Anyway, today I'm going to use a similar method to look back on every playoff game from 1991-2009 and see which games ended in the most unlikely outcomes.
Here's the method: I took the updated SPM formula (the regression for which which I ran a month ago, dumping some of those insignificant variables and getting back to Prof. Rosenbaum's original model), and instead of fitting it to team efficiency differential, I made it sum to each team's Simple Rating, which takes into account strength of schedule. I did this because we can calculate an expected winning % for each team in a game, given their SRS, their opponent's SRS, and the location of the game. In fact, you can use the following equation to predict a team's probability of winning with that information in hand:
xWP = 1 / (1 + exp(0.622 - 0.168(tm_srs) + 0.168(opp_srs) - 1.244(homecourt)))
Where homecourt = 1 if the team is at home and 0 if they're on the road. So an example of this would be the game last night between the Nuggets and the Heat -- Denver had an SRS of 4.46, Miami had an SRS of 0.71, and the Nuggets were the home team (homecourt = 1), so I estimated their probability of winning as 0.778 .
I did this for every playoff game since 1991, but with a twist: instead of using the team's standard, full-season SRS, I took their distribution of minutes from the game in question and calculated with their expected SRS would be given the seasonal SRS-SPM's of their players. For example: when the Spurs beat the Cavs in Game 1 of the 2007 NBA Finals, the two teams fielded these lineups:
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Bruce Bowen | SAS | 40 | -1.84 | LeBron James | CLE | 44 | 8.20 |
Tim Duncan | SAS | 39 | 7.65 | Sasha Pavlovic | CLE | 36 | -1.87 |
Tony Parker | SAS | 38 | 1.43 | Anderson Varejao | CLE | 31 | 2.88 |
Manu Ginobili | SAS | 28 | 8.84 | Daniel Gibson | CLE | 27 | -2.25 |
Robert Horry | SAS | 23 | 2.55 | Drew Gooden | CLE | 25 | -0.90 |
Michael Finley | SAS | 19 | -1.39 | Larry Hughes | CLE | 23 | -0.88 |
Fabricio Oberto | SAS | 17 | -1.02 | Zydrunas Ilgauskas | CLE | 23 | 0.50 |
Francisco Elson | SAS | 15 | -1.68 | Donyell Marshall | CLE | 15 | 0.85 |
Jacque Vaughn | SAS | 9 | -2.58 | Damon Jones | CLE | 11 | -3.41 |
Brent Barry | SAS | 7 | 3.26 | Eric Snow | CLE | 0 | -2.45 |
Beno Udrih | SAS | 0 | -4.05 |
That distribution of minutes gave San Antonio an SRS of 10.97 and Cleveland a 5.66 mark; using the equation above, you find that teams playing at home with an SRS of 10.97 vs. an opponent of 5.66 tend to win 82.0% of the time (and San Antonio did win, 85-76). For this game, I'm giving the Spurs +0.18 "credit" for the victory, or (1 - 0.82), the amount by which they exceeded their expected win probability by actually winning the game. Teams that are favored will obviously never get more than 0.5 "credits" in a game, since they're always expected to win more than half of the time. But teams that pull off huge upsets will receive large amounts of credit -- in the Cavs-Spurs example, had Cleveland managed to win they would have exceeded their win expectancy by 0.82 (100% - 18%), and would have gotten that credit for the improbable win.
And that's the basis for this list. For every game I calculated what percentage of the time a certain outcome "should" have happened given the location of the game and the players on the court. Here are the games in which the outcome contradicted that prediction by the greatest amount:
50. April 30, 1995: Hornets 106, Bulls 89 (Bulls xW% = 81.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Alonzo Mourning | CHH | 44 | 1.93 | Scottie Pippen | CHI | 43 | 9.15 |
Larry Johnson | CHH | 41 | 1.28 | Michael Jordan | CHI | 40 | 7.47 |
Muggsy Bogues | CHH | 36 | 1.18 | B.J. Armstrong | CHI | 35 | -0.77 |
Hersey Hawkins | CHH | 28 | 2.72 | Toni Kukoc | CHI | 31 | 3.74 |
Dell Curry | CHH | 24 | -0.03 | Luc Longley | CHI | 25 | -1.86 |
Robert Parish | CHH | 23 | -5.88 | Steve Kerr | CHI | 22 | -2.13 |
David Wingate | CHH | 16 | -4.07 | Will Perdue | CHI | 21 | -0.58 |
Michael Adams | CHH | 11 | 2.98 | Bill Wennington | CHI | 10 | -3.02 |
Darrin Hancock | CHH | 9 | -4.17 | Pete Myers | CHI | 9 | -3.11 |
Kenny Gattison | CHH | 8 | -3.53 | Jud Buechler | CHI | 3 | -0.68 |
Team | 0.46 | Corie Blount | CHI | 1 | -1.54 | ||
Team | 12.79 |
49. April 24, 2003: T-Wolves 114 @ Lakers 110 (Lakers xW% = 81.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Wally Szczerbiak | MIN | 49 | 0.61 | Kobe Bryant | LAL | 50 | 7.71 |
Kevin Garnett | MIN | 43 | 9.13 | Shaquille O'Neal | LAL | 46 | 7.38 |
Troy Hudson | MIN | 40 | -1.32 | Derek Fisher | LAL | 35 | -1.93 |
Anthony Peeler | MIN | 34 | -0.73 | Rick Fox | LAL | 34 | -0.76 |
Rasho Nesterovic | MIN | 32 | -0.88 | Robert Horry | LAL | 33 | 1.72 |
Kendall Gill | MIN | 21 | -3.04 | Devean George | LAL | 23 | -1.74 |
Marc Jackson | MIN | 20 | -3.00 | Jannero Pargo | LAL | 18 | -5.91 |
Rod Strickland | MIN | 14 | -0.79 | Mark Madsen | LAL | 14 | -3.81 |
Gary Trent | MIN | 7 | -0.56 | Brian Shaw | LAL | 12 | -4.33 |
Joe Smith | MIN | 5 | -0.57 | Team | 8.24 | ||
Team | 3.30 |
48. May 1, 1997: Magic 99, Heat 91 (Heat xW% = 81.1%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Anfernee Hardaway | ORL | 48 | 5.33 | Tim Hardaway | MIA | 45 | 5.76 |
Darrell Armstrong | ORL | 40 | 1.15 | Alonzo Mourning | MIA | 43 | 3.79 |
Derek Strong | ORL | 36 | -3.01 | P.J. Brown | MIA | 39 | 0.21 |
Gerald Wilkins | ORL | 33 | -4.25 | Voshon Lenard | MIA | 38 | 1.30 |
Dennis Scott | ORL | 30 | -0.40 | Jamal Mashburn | MIA | 33 | 0.82 |
Danny Schayes | ORL | 26 | -4.38 | Dan Majerle | MIA | 27 | 2.79 |
Nick Anderson | ORL | 19 | 3.75 | Keith Askins | MIA | 15 | -0.35 |
Brian Shaw | ORL | 8 | -1.94 | Team | 12.01 | ||
Team | -0.34 |
47. May 20, 2009: Magic 107 @ Cavaliers 106 (Cavs xWP% = 81.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Rashard Lewis | ORL | 41 | 3.37 | Delonte West | CLE | 46 | 1.14 |
Hedo Turkoglu | ORL | 40 | 1.95 | LeBron James | CLE | 41 | 14.66 |
Dwight Howard | ORL | 38 | 6.84 | Mo Williams | CLE | 41 | 1.19 |
Rafer Alston | ORL | 31 | 1.57 | Anderson Varejao | CLE | 36 | 0.93 |
Mickael Pietrus | ORL | 29 | -0.36 | Zydrunas Ilgauskas | CLE | 32 | -0.97 |
Courtney Lee | ORL | 27 | -1.44 | Joe Smith | CLE | 15 | -1.96 |
Anthony Johnson | ORL | 14 | -2.24 | Wally Szczerbiak | CLE | 13 | -1.43 |
Marcin Gortat | ORL | 9 | 0.09 | Ben Wallace | CLE | 9 | 0.58 |
Tony Battie | ORL | 6 | -4.27 | Daniel Gibson | CLE | 3 | -1.51 |
Team | 8.92 | Team | 13.92 |
46. June 6, 2004: Pistons 87 @ Lakers 75 (Lakers xW% = 81.5%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Richard Hamilton | DET | 43 | 0.06 | Kobe Bryant | LAL | 47 | 6.63 |
Ben Wallace | DET | 41 | 4.77 | Shaquille O'Neal | LAL | 45 | 6.00 |
Chauncey Billups | DET | 39 | 3.94 | Karl Malone | LAL | 44 | 2.93 |
Tayshaun Prince | DET | 35 | -0.01 | Gary Payton | LAL | 31 | 1.10 |
Rasheed Wallace | DET | 29 | 2.59 | Devean George | LAL | 27 | -0.67 |
Elden Campbell | DET | 18 | -0.94 | Derek Fisher | LAL | 20 | -1.10 |
Lindsey Hunter | DET | 13 | -0.33 | Kareem Rush | LAL | 16 | -4.78 |
Corliss Williamson | DET | 11 | -3.76 | Stanislav Medvedenko | LAL | 6 | -3.01 |
Mehmet Okur | DET | 6 | 0.61 | Rick Fox | LAL | 4 | -2.22 |
Darvin Ham | DET | 4 | -3.37 | Team | 12.52 | ||
Mike James | DET | 1 | 1.04 | ||||
Team | 7.40 |
45. May 22, 2008: Pistons 103 @ Celtics 97 (Celtics xW% = 81.8%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Tayshaun Prince | DET | 44 | -0.38 | Paul Pierce | BOS | 46 | 4.80 |
Richard Hamilton | DET | 41 | 0.87 | Kevin Garnett | BOS | 41 | 7.31 |
Antonio McDyess | DET | 38 | 0.07 | Rajon Rondo | BOS | 41 | 1.83 |
Rasheed Wallace | DET | 36 | 4.91 | Ray Allen | BOS | 29 | 1.59 |
Chauncey Billups | DET | 32 | 7.08 | Kendrick Perkins | BOS | 25 | -0.06 |
Rodney Stuckey | DET | 17 | -0.43 | P.J. Brown | BOS | 18 | -2.22 |
Theo Ratliff | DET | 14 | -1.04 | James Posey | BOS | 16 | 2.95 |
Lindsey Hunter | DET | 10 | -1.29 | Glen Davis | BOS | 6 | -2.14 |
Jason Maxiell | DET | 4 | -0.23 | Eddie House | BOS | 6 | 0.40 |
Arron Afflalo | DET | 0 | -2.77 | Tony Allen | BOS | 4 | -1.85 |
Team | 8.25 | Leon Powe | BOS | 2 | 0.62 | ||
Team | 13.48 |
44. April 23, 1998: Rockets 103 @ Jazz 90 (Jazz xW% = 81.9%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Hakeem Olajuwon | HOU | 37 | 4.34 | Karl Malone | UTA | 42 | 8.76 |
Clyde Drexler | HOU | 36 | 4.97 | Bryon Russell | UTA | 34 | 1.82 |
Matt Maloney | HOU | 34 | -2.97 | Jeff Hornacek | UTA | 33 | 3.24 |
Mario Elie | HOU | 31 | -0.45 | John Stockton | UTA | 33 | 4.20 |
Kevin Willis | HOU | 31 | -2.89 | Greg Foster | UTA | 18 | -6.26 |
Charles Barkley | HOU | 27 | 5.04 | Shandon Anderson | UTA | 16 | -1.13 |
Eddie Johnson | HOU | 15 | -3.75 | Adam Keefe | UTA | 16 | -0.28 |
Matt Bullard | HOU | 14 | -0.66 | Howard Eisley | UTA | 15 | -1.87 |
Brent Price | HOU | 14 | -1.10 | Greg Ostertag | UTA | 15 | -0.86 |
Charles Jones | HOU | 1 | -2.09 | Antoine Carr | UTA | 14 | -4.07 |
Team | 3.92 | Chris Morris | UTA | 4 | -0.22 | ||
Team | 9.20 |
43. April 28, 2008: Hawks 97, Celtics 92 (Celtics xW% = 81.9%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Joe Johnson | ATL | 46 | 1.04 | Ray Allen | BOS | 44 | 1.59 |
Al Horford | ATL | 43 | -0.68 | Kevin Garnett | BOS | 41 | 7.31 |
Mike Bibby | ATL | 40 | -0.18 | Paul Pierce | BOS | 35 | 4.80 |
Josh Smith | ATL | 37 | 4.27 | Rajon Rondo | BOS | 35 | 1.83 |
Josh Childress | ATL | 31 | 0.69 | Kendrick Perkins | BOS | 24 | -0.06 |
Marvin Williams | ATL | 22 | -1.58 | Leon Powe | BOS | 21 | 0.62 |
Zaza Pachulia | ATL | 11 | -3.81 | James Posey | BOS | 18 | 2.95 |
Solomon Jones | ATL | 3 | -12.03 | Sam Cassell | BOS | 6 | -1.80 |
Acie Law | ATL | 3 | -7.04 | Eddie House | BOS | 6 | 0.40 |
Mario West | ATL | 0 | -0.17 | Glen Davis | BOS | 4 | -2.14 |
Team | 1.21 | Team | 13.88 |
42. May 18, 1999: Knicks 100, Hawks 92 (Hawks xW% = 82.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Allan Houston | NYK | 35 | -2.97 | Dikembe Mutombo | ATL | 46 | 4.58 |
Larry Johnson | NYK | 33 | 1.17 | Mookie Blaylock | ATL | 38 | 4.56 |
Latrell Sprewell | NYK | 33 | 0.46 | Grant Long | ATL | 37 | 2.71 |
Kurt Thomas | NYK | 33 | -0.46 | Chris Crawford | ATL | 34 | -4.48 |
Chris Dudley | NYK | 31 | -1.32 | Steve Smith | ATL | 31 | 2.87 |
Chris Childs | NYK | 27 | 1.37 | Tyrone Corbin | ATL | 28 | -1.11 |
Charlie Ward | NYK | 21 | 3.44 | Anthony Johnson | ATL | 18 | -2.37 |
Patrick Ewing | NYK | 17 | 1.05 | Ed Gray | ATL | 6 | -8.42 |
Marcus Camby | NYK | 10 | 1.49 | Mark West | ATL | 2 | -1.31 |
Team | 0.73 | Team | 6.12 |
41. May 7, 1994: Nuggets 98 @ Sonics 94 (Sonics xW% = 82.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Dikembe Mutombo | DEN | 45 | 4.58 | Shawn Kemp | SEA | 47 | 6.52 |
Bryant Stith | DEN | 39 | -0.52 | Kendall Gill | SEA | 42 | 0.80 |
Reggie Williams | DEN | 37 | 1.94 | Detlef Schrempf | SEA | 39 | -0.34 |
Robert Pack | DEN | 36 | -1.33 | Gary Payton | SEA | 38 | 1.93 |
LaPhonso Ellis | DEN | 35 | 1.29 | Sam Perkins | SEA | 38 | -0.05 |
Bison Dele | DEN | 34 | 1.12 | Nate McMillan | SEA | 20 | 7.59 |
Mahmoud Abdul-Rauf | DEN | 21 | -1.60 | Michael Cage | SEA | 17 | -1.29 |
Rodney Rogers | DEN | 13 | -0.49 | Vincent Askew | SEA | 16 | -0.20 |
Tom Hammonds | DEN | 5 | -2.88 | Ricky Pierce | SEA | 8 | 0.04 |
Team | 4.51 | Team | 9.91 |
40. May 16, 1999: Knicks 78 @ Heat 77 (Heat xW% = 82.5%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Patrick Ewing | NYK | 40 | 1.05 | Tim Hardaway | MIA | 41 | 2.78 |
Allan Houston | NYK | 39 | -2.97 | Alonzo Mourning | MIA | 41 | 5.80 |
Larry Johnson | NYK | 39 | 1.17 | Dan Majerle | MIA | 37 | 1.18 |
Latrell Sprewell | NYK | 38 | 0.46 | P.J. Brown | MIA | 36 | 0.49 |
Charlie Ward | NYK | 34 | 3.44 | Terry Porter | MIA | 30 | 2.58 |
Chris Childs | NYK | 19 | 1.37 | Jamal Mashburn | MIA | 24 | -0.86 |
Marcus Camby | NYK | 15 | 1.49 | Clarence Weatherspoon | MIA | 15 | -0.42 |
Kurt Thomas | NYK | 15 | -0.46 | Voshon Lenard | MIA | 14 | -3.13 |
Rick Brunson | NYK | 1 | -2.15 | Keith Askins | MIA | 1 | -2.92 |
Team | 3.02 | Duane Causwell | MIA | 1 | -8.19 | ||
Team | 8.52 |
39. May 10, 1992: Knicks 93, Bulls 86 (Bulls xW% = 82.6%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Xavier McDaniel | NYK | 38 | -2.09 | Scottie Pippen | CHI | 46 | 6.79 |
Gerald Wilkins | NYK | 38 | -2.66 | Michael Jordan | CHI | 44 | 11.46 |
Patrick Ewing | NYK | 34 | 5.70 | Horace Grant | CHI | 42 | 6.04 |
Charles Oakley | NYK | 30 | 0.25 | B.J. Armstrong | CHI | 28 | -3.90 |
Anthony Mason | NYK | 27 | -0.25 | Bill Cartwright | CHI | 24 | -4.51 |
John Starks | NYK | 25 | 3.61 | John Paxson | CHI | 18 | -3.78 |
Greg Anthony | NYK | 24 | -1.50 | Scott Williams | CHI | 14 | 1.71 |
Mark Jackson | NYK | 24 | 2.72 | Cliff Levingston | CHI | 8 | -0.11 |
Team | 2.78 | Will Perdue | CHI | 8 | -1.10 | ||
Craig Hodges | CHI | 5 | -6.52 | ||||
Stacey King | CHI | 3 | -3.97 | ||||
Team | 15.72 |
38. April 29, 1995: Cavaliers 90 @ Knicks 84 (Knicks xW% = 82.8%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Chris Mills | CLE | 45 | -0.89 | Anthony Mason | NYK | 42 | 2.57 |
Hot Rod Williams | CLE | 43 | 1.00 | Patrick Ewing | NYK | 39 | 3.79 |
Bobby Phills | CLE | 40 | -0.73 | Charles Oakley | NYK | 38 | 1.18 |
Mark Price | CLE | 37 | 2.40 | Derek Harper | NYK | 35 | -0.47 |
Tyrone Hill | CLE | 33 | -0.19 | John Starks | NYK | 34 | 2.04 |
Michael Cage | CLE | 20 | 0.23 | Charles Smith | NYK | 19 | -1.40 |
Steve Colter | CLE | 11 | -1.52 | Hubert Davis | NYK | 15 | -1.58 |
Tony Campbell | CLE | 8 | -2.37 | Greg Anthony | NYK | 13 | 1.90 |
Danny Ferry | CLE | 3 | 1.28 | Herb Williams | NYK | 5 | -5.66 |
Team | 0.61 | Team | 6.24 |
37. May 12, 2005: Heat 102 @ Wizards 95 (Wizards xW% = 83.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Dwyane Wade | MIA | 44 | 4.69 | Gilbert Arenas | WAS | 48 | 4.93 |
Eddie Jones | MIA | 41 | 2.04 | Larry Hughes | WAS | 48 | 6.44 |
Udonis Haslem | MIA | 40 | -0.08 | Antawn Jamison | WAS | 44 | -1.49 |
Damon Jones | MIA | 40 | 1.56 | Brendan Haywood | WAS | 34 | 0.27 |
Alonzo Mourning | MIA | 35 | -2.28 | Juan Dixon | WAS | 30 | -1.78 |
Keyon Dooling | MIA | 18 | -3.91 | Jared Jeffries | WAS | 20 | -1.89 |
Michael Doleac | MIA | 13 | -4.77 | Michael Ruffin | WAS | 16 | -0.43 |
Shandon Anderson | MIA | 9 | -2.17 | Team | 8.15 | ||
Team | 2.44 |
36. April 21, 2004: Bucks 92 @ Pistons 88 (Pistons xW% = 83.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Desmond Mason | MIL | 43 | -1.09 | Ben Wallace | DET | 41 | 4.77 |
Michael Redd | MIL | 41 | 2.27 | Rasheed Wallace | DET | 41 | 2.59 |
Joe Smith | MIL | 31 | 0.05 | Chauncey Billups | DET | 40 | 3.94 |
Brevin Knight | MIL | 27 | 1.65 | Richard Hamilton | DET | 35 | 0.06 |
Toni Kukoc | MIL | 26 | 2.13 | Tayshaun Prince | DET | 28 | -0.01 |
Brian Skinner | MIL | 24 | -2.18 | Lindsey Hunter | DET | 20 | -0.33 |
Damon Jones | MIL | 22 | -0.65 | Corliss Williamson | DET | 14 | -3.76 |
Keith Van Horn | MIL | 20 | 1.67 | Mike James | DET | 10 | 1.04 |
Erick Strickland | MIL | 6 | -0.29 | Darvin Ham | DET | 8 | -3.37 |
2.35 | Mehmet Okur | DET | 3 | 0.61 | |||
8.06 |
35. May 10, 2008: Pistons 90 @ Magic 89 (Magic xW% = 83.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Tayshaun Prince | DET | 45 | -0.38 | Dwight Howard | ORL | 44 | 4.51 |
Richard Hamilton | DET | 43 | 0.87 | Hedo Turkoglu | ORL | 44 | 2.97 |
Rasheed Wallace | DET | 41 | 4.91 | Rashard Lewis | ORL | 41 | 3.13 |
Antonio McDyess | DET | 39 | 0.07 | Jameer Nelson | ORL | 35 | 1.08 |
Lindsey Hunter | DET | 26 | -1.29 | Maurice Evans | ORL | 30 | -0.69 |
Rodney Stuckey | DET | 21 | -0.43 | Keith Bogans | ORL | 21 | 0.18 |
Jason Maxiell | DET | 14 | -0.23 | Keyon Dooling | ORL | 18 | -1.69 |
Jarvis Hayes | DET | 4 | -0.64 | Marcin Gortat | ORL | 3 | -1.64 |
Juan Dixon | DET | 2 | -3.93 | Team | 9.39 | ||
Team | 3.58 |
34. April 28, 1992: Nets 109, Cavaliers 104 (Cavs xW% = 83.5%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Derrick Coleman | NJN | 40 | 2.03 | Larry Nance | CLE | 45 | 5.60 |
Mookie Blaylock | NJN | 37 | 1.81 | Brad Daugherty | CLE | 44 | 5.64 |
Drazen Petrovic | NJN | 37 | -0.81 | Mark Price | CLE | 39 | 4.73 |
Chris Morris | NJN | 33 | 2.06 | Hot Rod Williams | CLE | 36 | 4.56 |
Sam Bowie | NJN | 30 | 0.59 | Steve Kerr | CLE | 30 | -0.71 |
Terry Mills | NJN | 23 | -1.59 | John Battle | CLE | 18 | -6.41 |
Chris Dudley | NJN | 18 | 0.24 | Mike Sanders | CLE | 15 | 0.87 |
Tate George | NJN | 13 | -4.54 | Craig Ehlo | CLE | 9 | 0.60 |
Kenny Anderson | NJN | 9 | -3.44 | Danny Ferry | CLE | 4 | -2.53 |
Team | 1.70 | Team | 15.01 |
33. May 10, 1999: Kings 101 @ Jazz 90 (Jazz xW% = 83.5%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Vlade Divac | SAC | 41 | 3.00 | Karl Malone | UTA | 40 | 7.37 |
Chris Webber | SAC | 37 | 2.61 | Bryon Russell | UTA | 38 | 2.32 |
Jason Williams | SAC | 35 | 0.12 | John Stockton | UTA | 34 | 5.63 |
Vernon Maxwell | SAC | 29 | -1.28 | Jeff Hornacek | UTA | 32 | 2.28 |
Corliss Williamson | SAC | 25 | -3.96 | Greg Ostertag | UTA | 31 | 0.63 |
Tariq Abdul-Wahad | SAC | 22 | -3.38 | Howard Eisley | UTA | 24 | -3.41 |
Jon Barry | SAC | 19 | 4.96 | Shandon Anderson | UTA | 16 | -2.64 |
Scot Pollard | SAC | 17 | 1.99 | Thurl Bailey | UTA | 10 | -3.29 |
Peja Stojakovic | SAC | 15 | -1.28 | Todd Fuller | UTA | 9 | -6.91 |
Team | 2.55 | Greg Foster | UTA | 6 | -6.75 | ||
Team | 8.49 |
32. May 8, 1992: Celtics 110, Cavaliers 107 (Cavs xW% = 83.6%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Reggie Lewis | BOS | 45 | 2.21 | Brad Daugherty | CLE | 45 | 5.64 |
Robert Parish | BOS | 39 | 0.49 | Larry Nance | CLE | 42 | 5.60 |
Ed Pinckney | BOS | 39 | 3.04 | Mark Price | CLE | 40 | 4.73 |
Kevin Gamble | BOS | 32 | -0.06 | Craig Ehlo | CLE | 36 | 0.60 |
Kevin McHale | BOS | 30 | -0.25 | Hot Rod Williams | CLE | 31 | 4.56 |
John Bagley | BOS | 28 | -2.43 | Mike Sanders | CLE | 23 | 0.87 |
Dee Brown | BOS | 19 | -1.41 | John Battle | CLE | 14 | -6.41 |
Sherman Douglas | BOS | 4 | -1.66 | Steve Kerr | CLE | 8 | -0.71 |
Joe Kleine | BOS | 4 | -2.27 | Henry James | CLE | 1 | -7.24 |
Team | 2.44 | Team | 15.80 |
31. April 29, 2001: Knicks 97 @ Raptors 89 (Raptors xW% = 83.8%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Latrell Sprewell | NYK | 47 | -0.31 | Vince Carter | TOR | 47 | 7.41 |
Allan Houston | NYK | 45 | -0.76 | Alvin Williams | TOR | 45 | 0.70 |
Kurt Thomas | NYK | 39 | 1.84 | Chris Childs | TOR | 39 | -0.57 |
Mark Jackson | NYK | 33 | 1.04 | Antonio Davis | TOR | 39 | -0.71 |
Glen Rice | NYK | 31 | -0.98 | Charles Oakley | TOR | 37 | -0.71 |
Othella Harrington | NYK | 27 | -3.30 | Dell Curry | TOR | 13 | -2.63 |
Charlie Ward | NYK | 17 | 3.22 | Keon Clark | TOR | 10 | 0.33 |
Felton Spencer | NYK | 1 | -1.09 | Jerome Williams | TOR | 10 | 0.96 |
Team | -0.17 | Team | 5.88 |
30. May 27, 2008: Lakers 93 @ Spurs 91 (Spurs xW% = 83.8%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Kobe Bryant | LAL | 41 | 7.84 | Tim Duncan | SAS | 44 | 6.01 |
Pau Gasol | LAL | 37 | 2.41 | Tony Parker | SAS | 42 | 0.76 |
Lamar Odom | LAL | 31 | 2.49 | Manu Ginobili | SAS | 36 | 9.50 |
Vladimir Radmanovic | LAL | 31 | -0.29 | Bruce Bowen | SAS | 34 | -1.74 |
Derek Fisher | LAL | 23 | -0.81 | Brent Barry | SAS | 27 | 3.71 |
Jordan Farmar | LAL | 22 | -0.05 | Fabricio Oberto | SAS | 21 | 1.27 |
Luke Walton | LAL | 20 | -1.83 | Robert Horry | SAS | 15 | 0.97 |
Sasha Vujacic | LAL | 19 | -0.64 | Michael Finley | SAS | 8 | -2.42 |
Ronny Turiaf | LAL | 10 | 0.54 | Ime Udoka | SAS | 8 | 0.21 |
Trevor Ariza | LAL | 1 | 2.32 | Kurt Thomas | SAS | 0 | 1.50 |
Team | 8.89 | Team | 14.95 |
29. May 4, 2009: Rockets 100 @ Lakers 92 (Lakers xW% = 83.9%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Ron Artest | HOU | 40 | 3.30 | Pau Gasol | LAL | 44 | 3.14 |
Yao Ming | HOU | 40 | 2.40 | Kobe Bryant | LAL | 43 | 6.38 |
Shane Battier | HOU | 39 | 2.02 | Trevor Ariza | LAL | 38 | 3.01 |
Aaron Brooks | HOU | 36 | -1.52 | Derek Fisher | LAL | 32 | -0.09 |
Luis Scola | HOU | 34 | 0.93 | Lamar Odom | LAL | 31 | 2.53 |
Kyle Lowry | HOU | 17 | 1.22 | Andrew Bynum | LAL | 15 | 0.90 |
Carl Landry | HOU | 12 | -0.56 | Sasha Vujacic | LAL | 13 | 2.26 |
Von Wafer | HOU | 7 | -1.70 | Shannon Brown | LAL | 12 | -3.48 |
Brent Barry | HOU | 6 | -1.83 | Josh Powell | LAL | 5 | -7.75 |
Chuck Hayes | HOU | 6 | -0.21 | Jordan Farmar | LAL | 2 | -3.19 |
Team | 5.77 | Team | 11.87 |
28. June 5, 1992: Blazers 115 @ Bulls 104 (Bulls xW% = 84.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Terry Porter | POR | 49 | 3.26 | Michael Jordan | CHI | 50 | 11.46 |
Buck Williams | POR | 48 | 0.97 | Scottie Pippen | CHI | 48 | 6.79 |
Kevin Duckworth | POR | 43 | -4.75 | Horace Grant | CHI | 46 | 6.04 |
Jerome Kersey | POR | 41 | 2.25 | John Paxson | CHI | 42 | -3.78 |
Clyde Drexler | POR | 38 | 9.93 | Bill Cartwright | CHI | 34 | -4.51 |
Danny Ainge | POR | 23 | 1.66 | Scott Williams | CHI | 20 | 1.71 |
Clifford Robinson | POR | 18 | 0.32 | Cliff Levingston | CHI | 9 | -0.11 |
Ennis Whatley | POR | 5 | 0.41 | B.J. Armstrong | CHI | 7 | -3.90 |
Team | 9.77 | Bob Hansen | CHI | 6 | -4.07 | ||
Will Perdue | CHI | 3 | -1.10 | ||||
Team | 15.90 |
27. May 2, 2008: Hawks 103, Celtics 100 (Celtics xW% = 84.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Joe Johnson | ATL | 43 | 1.04 | Ray Allen | BOS | 40 | 1.59 |
Mike Bibby | ATL | 41 | -0.18 | Kevin Garnett | BOS | 40 | 7.31 |
Al Horford | ATL | 35 | -0.68 | Paul Pierce | BOS | 34 | 4.80 |
Josh Smith | ATL | 29 | 4.27 | Kendrick Perkins | BOS | 33 | -0.06 |
Zaza Pachulia | ATL | 28 | -3.81 | Rajon Rondo | BOS | 28 | 1.83 |
Marvin Williams | ATL | 28 | -1.58 | James Posey | BOS | 20 | 2.95 |
Josh Childress | ATL | 26 | 0.69 | Sam Cassell | BOS | 19 | -1.80 |
Acie Law | ATL | 5 | -7.04 | Leon Powe | BOS | 15 | 0.62 |
Solomon Jones | ATL | 1 | -12.03 | P.J. Brown | BOS | 4 | -2.22 |
Mario West | ATL | 0 | -0.17 | Glen Davis | BOS | 1 | -2.14 |
Team | -0.90 | Tony Allen | BOS | 0 | -1.85 | ||
Eddie House | BOS | 0 | 0.40 | ||||
Team | 12.64 |
26. May 2, 1996: Pacers 83 @ Hawks 75 (Hawks xW% = 84.3%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Dale Davis | IND | 42 | 0.38 | Steve Smith | ATL | 45 | 0.82 |
Mark Jackson | IND | 37 | 2.41 | Mookie Blaylock | ATL | 43 | 6.47 |
Derrick McKey | IND | 35 | 1.57 | Grant Long | ATL | 40 | 1.27 |
Antonio Davis | IND | 26 | -0.71 | Christian Laettner | ATL | 33 | 1.42 |
Rik Smits | IND | 26 | -0.07 | Stacey Augmon | ATL | 29 | -0.90 |
Ricky Pierce | IND | 25 | -0.15 | Craig Ehlo | ATL | 22 | -0.56 |
Travis Best | IND | 24 | -3.14 | Sean Rooks | ATL | 13 | -2.12 |
Duane Ferrell | IND | 14 | -2.54 | Alan Henderson | ATL | 10 | -2.53 |
Haywoode Workman | IND | 11 | 0.16 | Reggie Jordan | ATL | 5 | 1.57 |
Team | 0.56 | Team | 6.86 |
25. April 26, 1998: Knicks 96 @ Heat 86 (Heat xW% = 84.4%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Allan Houston | NYK | 42 | -1.84 | Alonzo Mourning | MIA | 45 | 1.66 |
Larry Johnson | NYK | 42 | -0.69 | Tim Hardaway | MIA | 44 | 4.81 |
John Starks | NYK | 31 | 1.47 | P.J. Brown | MIA | 41 | 1.02 |
Terry Cummings | NYK | 27 | -2.02 | Voshon Lenard | MIA | 41 | -0.07 |
Charles Oakley | NYK | 27 | 1.93 | Dan Majerle | MIA | 24 | 1.76 |
Charlie Ward | NYK | 27 | 5.15 | Keith Askins | MIA | 21 | -1.31 |
Chris Childs | NYK | 22 | 0.57 | Eric Murdock | MIA | 14 | 3.23 |
Chris Mills | NYK | 21 | -0.60 | Jamal Mashburn | MIA | 10 | -0.72 |
Anthony Bowie | NYK | 1 | -2.48 | Team | 7.88 | ||
Team | 1.53 |
24. April 22, 2007: Nuggets 95 @ Spurs 89 (Spurs xW% = 84.9%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Allen Iverson | DEN | 44 | 1.39 | Tim Duncan | SAS | 39 | 7.65 |
Carmelo Anthony | DEN | 40 | 3.11 | Tony Parker | SAS | 37 | 1.43 |
Marcus Camby | DEN | 37 | 5.09 | Michael Finley | SAS | 33 | -1.39 |
Nene Hilario | DEN | 37 | 1.00 | Manu Ginobili | SAS | 30 | 8.84 |
Steve Blake | DEN | 36 | -2.96 | Robert Horry | SAS | 24 | 2.55 |
Eduardo Najera | DEN | 19 | 0.38 | Bruce Bowen | SAS | 19 | -1.84 |
Linas Kleiza | DEN | 18 | -2.72 | Fabricio Oberto | SAS | 15 | -1.02 |
J.R. Smith | DEN | 4 | 0.88 | Francisco Elson | SAS | 13 | -1.68 |
Team | 5.67 | Brent Barry | SAS | 12 | 3.26 | ||
Jacque Vaughn | SAS | 10 | -2.58 | ||||
Matt Bonner | SAS | 2 | 0.14 | ||||
Team | 12.25 |
23. April 19, 2003: Celtics 103 @ Pacers 100 (Pacers xW% = 85.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Antoine Walker | BOS | 46 | 0.31 | Jermaine O'Neal | IND | 45 | 3.14 |
Paul Pierce | BOS | 45 | 5.77 | Jamaal Tinsley | IND | 43 | 1.19 |
Tony Delk | BOS | 38 | -0.10 | Ron Artest | IND | 41 | 5.41 |
Eric Williams | BOS | 38 | -0.72 | Reggie Miller | IND | 29 | 0.95 |
Walter McCarty | BOS | 30 | -0.27 | Brad Miller | IND | 26 | 3.38 |
Mark Blount | BOS | 15 | -3.11 | Al Harrington | IND | 24 | -2.89 |
Tony Battie | BOS | 10 | -1.06 | Austin Croshere | IND | 12 | -0.24 |
J.R. Bremer | BOS | 10 | -1.70 | Jonathan Bender | IND | 7 | -2.21 |
Grant Long | BOS | 6 | -6.39 | Tim Hardaway | IND | 5 | 1.81 |
Mark Bryant | BOS | 2 | -11.57 | Ron Mercer | IND | 5 | -6.20 |
Team | 2.06 | Jeff Foster | IND | 2 | -1.06 | ||
Erick Strickland | IND | 1 | -1.10 | ||||
Team | 8.68 |
22. April 20, 2008: Sixers 90 @ Pistons 86 (Pistons xW% = 85.6%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Andre Iguodala | PHI | 45 | 5.38 | Rasheed Wallace | DET | 40 | 4.91 |
Andre Miller | PHI | 44 | 1.12 | Tayshaun Prince | DET | 39 | -0.38 |
Samuel Dalembert | PHI | 33 | -1.13 | Richard Hamilton | DET | 38 | 0.87 |
Reggie Evans | PHI | 31 | -0.37 | Chauncey Billups | DET | 35 | 7.08 |
Willie Green | PHI | 28 | -3.52 | Jason Maxiell | DET | 29 | -0.23 |
Thaddeus Young | PHI | 22 | -0.51 | Antonio McDyess | DET | 20 | 0.07 |
Louis Williams | PHI | 21 | 0.93 | Lindsey Hunter | DET | 12 | -1.29 |
Jason Smith | PHI | 9 | -4.59 | Rodney Stuckey | DET | 12 | -0.43 |
Rodney Carney | PHI | 3 | -2.09 | Jarvis Hayes | DET | 5 | -0.64 |
Team | 2.23 | Theo Ratliff | DET | 5 | -1.04 | ||
Team | 9.11 |
21. April 19, 2003: Suns 96 @ Spurs 95 (Spurs xW% = 86.1%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Stephon Marbury | PHO | 53 | 2.25 | Tim Duncan | SAS | 46 | 7.95 |
Shawn Marion | PHO | 53 | 6.08 | Stephen Jackson | SAS | 46 | 1.53 |
Anfernee Hardaway | PHO | 47 | -1.10 | Tony Parker | SAS | 40 | -0.46 |
Amare Stoudemire | PHO | 39 | -0.63 | Manu Ginobili | SAS | 39 | 3.85 |
Joe Johnson | PHO | 37 | -2.36 | David Robinson | SAS | 31 | 2.01 |
Bo Outlaw | PHO | 14 | 1.20 | Malik Rose | SAS | 28 | -0.30 |
Scott Williams | PHO | 13 | -3.88 | Bruce Bowen | SAS | 21 | -0.45 |
Jake Voskuhl | PHO | 7 | 0.16 | Speedy Claxton | SAS | 13 | 0.51 |
Tom Gugliotta | PHO | 1 | -4.89 | Kevin Willis | SAS | 1 | -4.18 |
Casey Jacobsen | PHO | 1 | -3.08 | Team | 11.61 | ||
Team | 4.48 |
20. April 30, 1993: Lakers 107 @ Suns 103 (Suns xW% = 86.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Sedale Threatt | LAL | 40 | 1.20 | Dan Majerle | PHO | 48 | 2.88 |
A.C. Green | LAL | 39 | 0.71 | Charles Barkley | PHO | 44 | 10.19 |
Vlade Divac | LAL | 37 | 4.42 | Tom Chambers | PHO | 28 | -1.30 |
Byron Scott | LAL | 35 | -1.77 | Danny Ainge | PHO | 27 | 1.05 |
Elden Campbell | LAL | 32 | -1.37 | Cedric Ceballos | PHO | 26 | 0.28 |
James Worthy | LAL | 31 | -2.38 | Mark West | PHO | 22 | -2.51 |
Tony Smith | LAL | 13 | -0.46 | Negele Knight | PHO | 21 | -8.28 |
Doug Christie | LAL | 8 | -0.56 | Richard Dumas | PHO | 16 | 1.51 |
James Edwards | LAL | 5 | -4.54 | Frank Johnson | PHO | 4 | -3.02 |
Team | 0.55 | Oliver Miller | PHO | 4 | 0.50 | ||
Team | 7.72 |
19. May 8, 2006: Nets 100 @ Heat 88 (Heat xW% = 86.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Jason Kidd | NJN | 43 | 6.57 | Dwyane Wade | MIA | 40 | 8.78 |
Vince Carter | NJN | 39 | 5.68 | Antoine Walker | MIA | 31 | -0.60 |
Lamond Murray | NJN | 33 | -3.60 | Jason Williams | MIA | 31 | -0.03 |
Nenad Krstic | NJN | 25 | -3.33 | Shaquille O'Neal | MIA | 29 | 4.17 |
Jason Collins | NJN | 24 | -3.16 | Udonis Haslem | MIA | 27 | -1.48 |
Richard Jefferson | NJN | 22 | 2.62 | James Posey | MIA | 24 | 0.93 |
Clifford Robinson | NJN | 19 | -2.62 | Gary Payton | MIA | 23 | -0.90 |
John Thomas | NJN | 16 | -9.74 | Derek Anderson | MIA | 15 | -0.88 |
Jacque Vaughn | NJN | 14 | -4.63 | Michael Doleac | MIA | 10 | -4.87 |
Antoine Wright | NJN | 0 | -11.41 | Alonzo Mourning | MIA | 6 | 0.01 |
Team | 0.28 | Team | 7.47 |
18. April 22, 2007: Warriors 97 @ Mavericks 85 (Mavs xW% = 86.4%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
BaRon Davis | GSW | 44 | 5.16 | Josh Howard | DAL | 43 | 3.26 |
Stephen Jackson | GSW | 44 | -0.69 | Dirk Nowitzki | DAL | 38 | 7.69 |
Jason Richardson | GSW | 41 | 1.14 | Devin Harris | DAL | 37 | 1.90 |
Al Harrington | GSW | 37 | -0.98 | Jason Terry | DAL | 37 | 2.49 |
Matt Barnes | GSW | 24 | 1.12 | Devean George | DAL | 31 | -1.82 |
Monta Ellis | GSW | 23 | -1.58 | Jerry Stackhouse | DAL | 20 | -0.79 |
Mickael Pietrus | GSW | 15 | -1.74 | DeSagana Diop | DAL | 16 | 1.42 |
Andris Biedrins | GSW | 7 | 0.30 | Greg Buckner | DAL | 13 | -2.01 |
Team | 3.69 | Erick Dampier | DAL | 2 | -0.17 | ||
Team | 10.95 |
17. April 25, 1997: Suns 106 @ Sonics 101 (Sonics xW% = 87.7%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Kevin Johnson | PHO | 42 | 5.01 | Gary Payton | SEA | 45 | 5.42 |
Rex Chapman | PHO | 41 | -0.58 | Shawn Kemp | SEA | 43 | 2.58 |
Jason Kidd | PHO | 41 | 4.38 | Hersey Hawkins | SEA | 41 | 3.54 |
Danny Manning | PHO | 30 | 1.57 | Detlef Schrempf | SEA | 34 | 1.97 |
Wesley Person | PHO | 20 | 0.28 | Terry Cummings | SEA | 25 | -2.55 |
Hot Rod Williams | PHO | 20 | 1.17 | Sam Perkins | SEA | 24 | 1.33 |
Wayman Tisdale | PHO | 18 | -9.37 | Nate McMillan | SEA | 20 | 4.83 |
Mark Bryant | PHO | 13 | -1.78 | David Wingate | SEA | 8 | -2.77 |
Mike Brown | PHO | 11 | -0.88 | Team | 12.71 | ||
Cedric Ceballos | PHO | 3 | -1.68 | ||||
Loren Meyer | PHO | 1 | -8.34 | ||||
Team | 4.74 |
16. June 21, 2005: Pistons 95 @ Spurs 86 (Spurs xW% = 87.7%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Richard Hamilton | DET | 44 | -0.21 | Bruce Bowen | SAS | 41 | -1.09 |
Tayshaun Prince | DET | 44 | 0.34 | Manu Ginobili | SAS | 41 | 8.04 |
Ben Wallace | DET | 44 | 4.17 | Tim Duncan | SAS | 40 | 8.02 |
Chauncey Billups | DET | 39 | 4.18 | Tony Parker | SAS | 38 | 1.16 |
Antonio McDyess | DET | 28 | -0.23 | Robert Horry | SAS | 30 | 2.93 |
Rasheed Wallace | DET | 24 | 1.50 | Brent Barry | SAS | 25 | 1.71 |
Lindsey Hunter | DET | 16 | -0.81 | Nazr Mohammed | SAS | 24 | -1.31 |
Carlos Arroyo | DET | 1 | -3.84 | Beno Udrih | SAS | 1 | -1.31 |
Team | 7.60 | Team | 15.57 |
15. April 20, 2003: Magic 99 @ Pistons 94 (Pistons xW% = 87.8%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Tracy McGrady | ORL | 39 | 11.33 | Ben Wallace | DET | 43 | 5.13 |
Drew Gooden | ORL | 35 | -3.65 | Clifford Robinson | DET | 42 | 0.06 |
Darrell Armstrong | ORL | 30 | 1.30 | Chauncey Billups | DET | 37 | 4.42 |
Jacque Vaughn | ORL | 25 | -3.91 | Richard Hamilton | DET | 37 | 0.29 |
Gordan Giricek | ORL | 21 | -4.00 | Corliss Williamson | DET | 24 | -2.20 |
Pat Garrity | ORL | 20 | -1.06 | Michael Curry | DET | 23 | -3.17 |
Shawn Kemp | ORL | 19 | -3.49 | Chucky Atkins | DET | 12 | -3.56 |
Chris Whitney | ORL | 19 | -3.63 | Jon Barry | DET | 11 | 3.53 |
Andrew DeClercq | ORL | 12 | -1.64 | Mehmet Okur | DET | 11 | 0.14 |
Steven Hunter | ORL | 11 | -3.07 | Team | 5.62 | ||
Pat Burke | ORL | 9 | -8.58 | ||||
Team | -2.41 |
14. May 27, 2003: Mavericks 103 @ Spurs 91 (Spurs xW% = 88.3%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Michael Finley | DAL | 44 | 0.55 | Tim Duncan | SAS | 44 | 7.95 |
Nick Van Exel | DAL | 39 | -1.45 | Bruce Bowen | SAS | 39 | -0.45 |
Steve Nash | DAL | 35 | 2.38 | Tony Parker | SAS | 37 | -0.46 |
Eduardo Najera | DAL | 33 | 1.36 | Stephen Jackson | SAS | 36 | 1.53 |
Walt Williams | DAL | 32 | 0.42 | Malik Rose | SAS | 27 | -0.30 |
Raef LaFrentz | DAL | 24 | 1.66 | David Robinson | SAS | 24 | 2.01 |
Raja Bell | DAL | 14 | -2.36 | Manu Ginobili | SAS | 21 | 3.85 |
Tariq Abdul-Wahad | DAL | 13 | -1.61 | Speedy Claxton | SAS | 11 | 0.51 |
Adrian Griffin | DAL | 6 | -0.26 | Kevin Willis | SAS | 1 | -4.18 |
Team | 1.95 | Team | 10.27 |
13. May 7, 2002: Spurs 88 @ Lakers 85 (Lakers xW% = 88.6%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Tim Duncan | SAS | 46 | 7.54 | Kobe Bryant | LAL | 43 | 4.49 |
Tony Parker | SAS | 34 | -0.75 | Shaquille O'Neal | LAL | 40 | 8.53 |
Bruce Bowen | SAS | 33 | -1.80 | Derek Fisher | LAL | 38 | -0.17 |
Malik Rose | SAS | 31 | -0.74 | Robert Horry | LAL | 33 | 3.83 |
Danny Ferry | SAS | 24 | -0.34 | Rick Fox | LAL | 28 | -0.57 |
Antonio Daniels | SAS | 20 | -0.67 | Samaki Walker | LAL | 22 | -0.61 |
Mark Bryant | SAS | 19 | -0.97 | Devean George | LAL | 21 | 0.26 |
Steve Smith | SAS | 19 | -0.68 | Brian Shaw | LAL | 12 | -0.94 |
Terry Porter | SAS | 14 | 1.12 | Lindsey Hunter | LAL | 3 | -3.25 |
Team | 4.21 | Team | 12.69 |
12. April 28, 1996: Kings 90 @ Sonics 81 (Sonics xW% = 89.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Mitch Richmond | SAC | 48 | 3.50 | Detlef Schrempf | SEA | 40 | 2.03 |
Brian Grant | SAC | 39 | -1.12 | Hersey Hawkins | SEA | 39 | 1.73 |
Billy Owens | SAC | 39 | -0.75 | Shawn Kemp | SEA | 38 | 4.03 |
Michael Smith | SAC | 30 | 2.73 | Gary Payton | SEA | 35 | 4.58 |
Sarunas Marciulionis | SAC | 28 | 1.52 | Sam Perkins | SEA | 26 | 1.78 |
Olden Polynice | SAC | 26 | -2.59 | Nate McMillan | SEA | 22 | 4.51 |
Tyus Edney | SAC | 20 | -1.58 | Vincent Askew | SEA | 17 | -1.76 |
Lionel Simmons | SAC | 10 | -0.75 | Ervin Johnson | SEA | 15 | -1.12 |
Team | 2.36 | Frank Brickowski | SEA | 8 | -3.40 | ||
Team | 11.10 |
11. April 29, 1995: Lakers 84 @ Sonics 82 (Sonics xW% = 89.0%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Nick Van Exel | LAL | 48 | 0.34 | Gary Payton | SEA | 45 | 4.25 |
Vlade Divac | LAL | 46 | 5.32 | Shawn Kemp | SEA | 38 | 3.24 |
Cedric Ceballos | LAL | 42 | -0.17 | Detlef Schrempf | SEA | 38 | 3.86 |
Anthony Peeler | LAL | 28 | -2.58 | Sam Perkins | SEA | 35 | 1.85 |
Elden Campbell | LAL | 27 | -0.78 | Nate McMillan | SEA | 32 | 4.64 |
Eddie Jones | LAL | 26 | 2.73 | Vincent Askew | SEA | 20 | -1.29 |
Sam Bowie | LAL | 12 | -2.65 | Kendall Gill | SEA | 19 | -0.20 |
George Lynch | LAL | 11 | -3.79 | Ervin Johnson | SEA | 13 | -5.10 |
Team | 3.30 | Team | 12.05 |
10. April 24, 2005: Nuggets 93 @ Spurs 87 (Spurs xW% = 89.3%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Marcus Camby | DEN | 40 | 3.08 | Tony Parker | SAS | 39 | 1.16 |
Kenyon Martin | DEN | 38 | 1.44 | Manu Ginobili | SAS | 37 | 8.04 |
Andre Miller | DEN | 37 | 0.41 | Tim Duncan | SAS | 35 | 8.02 |
Carmelo Anthony | DEN | 31 | -0.37 | Nazr Mohammed | SAS | 34 | -1.31 |
Earl Boykins | DEN | 26 | -0.74 | Bruce Bowen | SAS | 33 | -1.09 |
Greg Buckner | DEN | 19 | 2.77 | Robert Horry | SAS | 24 | 2.93 |
DerMarr Johnson | DEN | 18 | -0.54 | Brent Barry | SAS | 19 | 1.71 |
Nene Hilario | DEN | 17 | 0.78 | Beno Udrih | SAS | 9 | -1.31 |
Wesley Person | DEN | 14 | -2.43 | Glenn Robinson | SAS | 6 | -0.45 |
Team | 3.85 | Tony Massenburg | SAS | 4 | -4.77 | ||
Team | 12.75 |
9. May 6, 1998: Hornets 78 @ Bulls 76 (Bulls xW% = 89.7%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Anthony Mason | CHH | 40 | 2.38 | Scottie Pippen | CHI | 41 | 5.93 |
Glen Rice | CHH | 37 | -0.11 | Dennis Rodman | CHI | 41 | 0.63 |
Vlade Divac | CHH | 36 | 4.89 | Michael Jordan | CHI | 40 | 6.81 |
B.J. Armstrong | CHH | 28 | -1.04 | Steve Kerr | CHI | 26 | -1.15 |
Dell Curry | CHH | 22 | -1.89 | Toni Kukoc | CHI | 25 | 1.63 |
Bobby Phills | CHH | 22 | -0.11 | Luc Longley | CHI | 25 | -1.67 |
David Wesley | CHH | 21 | 0.75 | Ron Harper | CHI | 19 | 1.82 |
J.R. Reid | CHH | 15 | -2.75 | Scott Burrell | CHI | 14 | 3.20 |
Donald Royal | CHH | 10 | -4.78 | Randy Brown | CHI | 4 | -2.07 |
Matt Geiger | CHH | 5 | 1.53 | Bill Wennington | CHI | 4 | -6.66 |
Corey Beck | CHH | 4 | -3.29 | Jud Buechler | CHI | 1 | -0.57 |
Team | 2.40 | Team | 11.54 |
8. May 16, 1995: Lakers 98 @ Spurs 96 (Spurs xW% = 90.3%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Nick Van Exel | LAL | 53 | 0.34 | David Robinson | SAS | 52 | 10.94 |
Cedric Ceballos | LAL | 46 | -0.17 | Avery Johnson | SAS | 50 | -0.68 |
Vlade Divac | LAL | 43 | 5.32 | Sean Elliott | SAS | 40 | 0.88 |
Elden Campbell | LAL | 41 | -0.78 | Dennis Rodman | SAS | 35 | 2.29 |
Eddie Jones | LAL | 35 | 2.73 | Doc Rivers | SAS | 33 | 3.08 |
Anthony Peeler | LAL | 21 | -2.58 | Vinny Del Negro | SAS | 19 | -0.64 |
Sam Bowie | LAL | 16 | -2.65 | Chuck Person | SAS | 17 | -1.31 |
George Lynch | LAL | 10 | -3.79 | J.R. Reid | SAS | 12 | -1.38 |
Team | 3.18 | Terry Cummings | SAS | 7 | -3.46 | ||
Team | 12.77 |
7. May 5, 1992: Knicks 94 @ Bulls 89 (Bulls xW% = 90.7%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Patrick Ewing | NYK | 44 | 5.70 | Michael Jordan | CHI | 44 | 11.46 |
Xavier McDaniel | NYK | 42 | -2.09 | Horace Grant | CHI | 43 | 6.04 |
Anthony Mason | NYK | 32 | -0.25 | Scottie Pippen | CHI | 42 | 6.79 |
Gerald Wilkins | NYK | 28 | -2.66 | Bill Cartwright | CHI | 41 | -4.51 |
Greg Anthony | NYK | 24 | -1.50 | John Paxson | CHI | 34 | -3.78 |
Mark Jackson | NYK | 24 | 2.72 | B.J. Armstrong | CHI | 16 | -3.90 |
John Starks | NYK | 24 | 3.61 | Scott Williams | CHI | 9 | 1.71 |
Charles Oakley | NYK | 16 | 0.25 | Craig Hodges | CHI | 5 | -6.52 |
Kiki Vandeweghe | NYK | 4 | -2.79 | Cliff Levingston | CHI | 4 | -0.11 |
James Donaldson | NYK | 2 | -3.52 | Will Perdue | CHI | 2 | -1.10 |
Team | 3.80 | Team | 13.61 |
6. May 2, 1993: Lakers 86 @ Suns 81 (Suns xW% = 91.7%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Sedale Threatt | LAL | 43 | 1.20 | Charles Barkley | PHO | 44 | 10.19 |
A.C. Green | LAL | 42 | 0.71 | Kevin Johnson | PHO | 44 | 0.42 |
Elden Campbell | LAL | 41 | -1.37 | Dan Majerle | PHO | 40 | 2.88 |
Vlade Divac | LAL | 34 | 4.42 | Tom Chambers | PHO | 31 | -1.30 |
Byron Scott | LAL | 30 | -1.77 | Richard Dumas | PHO | 24 | 1.51 |
James Worthy | LAL | 24 | -2.38 | Mark West | PHO | 23 | -2.51 |
Tony Smith | LAL | 18 | -0.46 | Danny Ainge | PHO | 20 | 1.05 |
Doug Christie | LAL | 5 | -0.56 | Oliver Miller | PHO | 10 | 0.50 |
James Edwards | LAL | 3 | -4.54 | Cedric Ceballos | PHO | 4 | 0.28 |
Team | 0.85 | Team | 11.40 |
5. April 26, 1998: T-Wolves 98 @ Sonics 93 (Sonics xW% = 92.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Stephon Marbury | MIN | 44 | 0.06 | Vin Baker | SEA | 43 | 1.55 |
Anthony Peeler | MIN | 41 | 1.34 | Gary Payton | SEA | 43 | 5.75 |
Terry Porter | MIN | 41 | 1.14 | Hersey Hawkins | SEA | 42 | 3.09 |
Sam Mitchell | MIN | 35 | -0.91 | Detlef Schrempf | SEA | 40 | 1.95 |
Tom Hammonds | MIN | 33 | -3.20 | Greg Anthony | SEA | 24 | 1.51 |
Kevin Garnett | MIN | 32 | 4.09 | Nate McMillan | SEA | 20 | 2.59 |
MicheAl Williams | MIN | 14 | -0.95 | Sam Perkins | SEA | 12 | 0.54 |
Team | 1.76 | Jerome Kersey | SEA | 10 | 0.25 | ||
Dale Ellis | SEA | 6 | -1.49 | ||||
Team | 12.70 |
4. June 6, 2001: Sixers 107 @ Lakers 101 (Lakers xW% = 92.4%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Allen Iverson | PHI | 52 | 7.47 | Kobe Bryant | LAL | 52 | 5.11 |
Aaron McKie | PHI | 51 | 1.47 | Shaquille O'Neal | LAL | 52 | 9.99 |
Dikembe Mutombo | PHI | 44 | 1.75 | Rick Fox | LAL | 44 | 0.35 |
Tyrone Hill | PHI | 40 | -2.95 | Horace Grant | LAL | 27 | -1.09 |
Eric Snow | PHI | 31 | 0.68 | Robert Horry | LAL | 27 | -0.12 |
Raja Bell | PHI | 19 | -14.85 | Derek Fisher | LAL | 23 | 1.44 |
Matt Geiger | PHI | 14 | -5.01 | Tyronn Lue | LAL | 22 | -5.05 |
Jumaine Jones | PHI | 11 | -1.76 | Brian Shaw | LAL | 18 | -1.78 |
Todd MacCulloch | PHI | 2 | -1.66 | Team | 12.41 | ||
Kevin Ollie | PHI | 1 | -2.46 | ||||
Team | 1.25 |
3. May 4, 1992: Celtics 104 @ Cavaliers 98 (Cavs xW% = 92.7%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Ed Pinckney | BOS | 43 | 3.04 | Larry Nance | CLE | 42 | 5.60 |
Robert Parish | BOS | 42 | 0.49 | Brad Daugherty | CLE | 37 | 5.64 |
Reggie Lewis | BOS | 39 | 2.21 | Mark Price | CLE | 37 | 4.73 |
John Bagley | BOS | 35 | -2.43 | Hot Rod Williams | CLE | 36 | 4.56 |
Kevin Gamble | BOS | 32 | -0.06 | Mike Sanders | CLE | 29 | 0.87 |
Kevin McHale | BOS | 30 | -0.25 | John Battle | CLE | 25 | -6.41 |
Sherman Douglas | BOS | 13 | -1.66 | Craig Ehlo | CLE | 23 | 0.60 |
Joe Kleine | BOS | 6 | -2.27 | Steve Kerr | CLE | 11 | -0.71 |
Team | 2.24 | Team | 13.63 |
2. April 30, 1995: Celtics 99 @ Magic 92 (Magic xW% = 93.2%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Dee Brown | BOS | 48 | 2.04 | Shaquille O'Neal | ORL | 40 | 8.95 |
Sherman Douglas | BOS | 42 | 0.64 | Horace Grant | ORL | 39 | 1.53 |
Dominique Wilkins | BOS | 39 | -0.41 | Anfernee Hardaway | ORL | 38 | 3.22 |
Dino Radja | BOS | 37 | 0.60 | Nick Anderson | ORL | 37 | 3.06 |
Pervis Ellison | BOS | 23 | -1.83 | Dennis Scott | ORL | 28 | 1.09 |
Derek Strong | BOS | 19 | -3.28 | Donald Royal | ORL | 20 | -2.66 |
Eric Montross | BOS | 17 | -3.17 | Brian Shaw | ORL | 15 | -2.92 |
Xavier McDaniel | BOS | 9 | -3.30 | Jeff Turner | ORL | 9 | -2.67 |
Greg Minor | BOS | 6 | -1.61 | Tree Rollins | ORL | 8 | -4.75 |
Team | -1.39 | Anthony Bowie | ORL | 6 | -3.85 | ||
Team | 10.45 |
1. April 30, 2003: Blazers 103 @ Mavericks 99 (Mavs xW% = 93.3%)
Player | Team | MP | SRSPM | Player | Team | MP | SRSPM |
---|---|---|---|---|---|---|---|
Bonzi Wells | POR | 45 | 1.00 | Dirk Nowitzki | DAL | 48 | 7.88 |
Zach Randolph | POR | 40 | -0.55 | Michael Finley | DAL | 33 | 0.55 |
Dale Davis | POR | 37 | 0.75 | Raef LaFrentz | DAL | 33 | 1.66 |
Rasheed Wallace | POR | 33 | 2.77 | Nick Van Exel | DAL | 33 | -1.45 |
Damon Stoudamire | POR | 28 | -2.59 | Steve Nash | DAL | 32 | 2.38 |
Ruben Patterson | POR | 18 | -1.01 | Shawn Bradley | DAL | 31 | 4.00 |
Scottie Pippen | POR | 16 | 1.78 | Eduardo Najera | DAL | 30 | 1.36 |
Jeff McInnis | POR | 9 | -6.42 | Team | 13.43 | ||
Arvydas Sabonis | POR | 9 | 5.80 | ||||
Antonio Daniels | POR | 5 | -0.84 | ||||
Team | 1.47 |
December 4th, 2009 at 12:47 pm
Great post. Is there a way you can extend this to see which individual teams had the most unlikely playoff runs?
December 4th, 2009 at 1:15 pm
Thanks! Sure, I can extend the same method to calculating each team's probability of winning each series, and then see which team won more series than it "should have".
December 4th, 2009 at 2:12 pm
That would be a very cool thing to see - the "overachievers" list.
December 7th, 2009 at 12:46 pm
Nice work, Neil. Why again did you drop the other factors in SPM? I've been running a game-by-game SPM analysis on OU Hoops.com using the model with height and age. Did you drop them because they do not reflect actual court performance? That might be reasonable...
Could some of these results be biased because the bad teams were not playing their stars the whole time (because they were winning) while the losing teams were leaving their starters in?
When I did the Statistical Plus/Minus for the NCAA last year, I summed to Ken Pomeroy's efficiency differential, which should be about the same as a SRS for college (right?)
December 7th, 2009 at 3:58 pm
I dropped them because they were statistically insignificant from zero. In fact, if you look at the updated regression, A/40 and DR/40 also have p-values that suggest their coefficients are nothing but a random fluctuation from a true coefficient of zero, but since Prof. Rosenbaum apparently found them significant in his original model, I decided to leave them in for now. I still don't see how he got an R^2 of almost 0.44, since the highest I can get using publicly-available APM estimates is 0.31, but I suppose that's another issue for another day.
December 7th, 2009 at 4:03 pm
Could some of these results be biased because the bad teams were not playing their stars the whole time (because they were winning) while the losing teams were leaving their starters in?
That's a good point, but unfortunately we don't have play-by-play and therefore can't say who was on the floor in the highest-"leverage" moments. That said, since these are playoff games, I think it's fairly safe to assume most teams played to maximize their point differential and didn't pull starters.
When I did the Statistical Plus/Minus for the NCAA last year, I summed to Ken Pomeroy's efficiency differential, which should be about the same as a SRS for college (right?)
Yes. In fact, SRS doesn't explicitly take into account pace like Kenpom's adjusted efficiency differential does, so I'd say his efficiency differential is the "more correct" metric to sum to (since SPM was regressed on efficiency differential and not per-game point diff.).
December 7th, 2009 at 5:46 pm
@ #5 Neil
I noticed that, also, when I ran some SPM numbers myself. Perhaps Rosenbaum's system was over-parametrized since he had relatively few data points. Did he run the regression over all 420 players with >250 minutes? He has results for 420 players. His notes stated that "The regression is weighted by minutes played with the 2003-04 season counting twice as much as the 2002-03 season." That adds even more error to the regression.
How exactly did you run your regression? Did you use 1-year APM's? Those are really noisy, but probably reasonable for this usage since the errors should even out. Since you have what, 6 years of data, the outliers should not over-influence the regression.
December 7th, 2009 at 5:48 pm
Oh... did you ever figure out how to calculate the standard error for the SPM for each player? I was utterly puzzled how Rosenbaum got those numbers. The statistics involved seems to be a bit beyond me. There was a thread over on APBR about that term; I don't know if there was ever a resolution.
January 13th, 2010 at 11:55 pm
Nice blog you have here. I agree with number 1 April 30, 2003 Mavericks vs Blazers, I didn't see it coming, lucky I didn't bet on that game.