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As many of you know, I have been using "money line" data on football games to establish a correct win expectation level entering week-to-week games in the NFL. So for example, the current money line on the Steelers first game of this upcoming season (Cleveland at home) is -$240 +$200. This correlates mathematically at the Steelers winning the game 68.6% of the time and Cleveland winning 32.4% of the time.
Over the course of a season(s) you can mathematically keep track of both a) the trend in expectation level and b) whether the team is winning to those expectations. For example, a team that played every game as a "pick 'em" has a 50% win probability for all 16 games and would be EXPECTED to win 8 games. If that team wins 7 games, they are UNDERACHIEVING. If that team wins 9 games, they are OVERACHIEVING.
The data below is REGULAR SEASON ONLY. I have data on playoffs, but those sample sizes are very small and might not be representative of skill.
AFC EAST
New England
Wins Expected (1 year, 3 years, 5 years) = 10.13, 34.48, 55.80
Actual Wins = 12, 37, 61
New York Jets
Wins Expected = 6.00, 22.38, 40.60
Actual Wins = 8, 22, 42
Miami Dolphins:
Wins Expected = 7.65, 21.26, 35.67
Actual Wins = 8, 21, 35
Buffalo Bills:
Wins Expected = 6.17, 19.76, 31.10
Actual Wins = 6, 18, 28
AFC NORTH
Baltimore Ravens
Wins Expected: 7.92, 28.17, 49.15
Actual Wins: 8, 30, 51
Pittsburgh Steelers
Wins Expected: 8.14, 28.49, 49.14
Actual Wins: 8, 28, 49
Cincinnati Bengals
Wins Expected: 9.57, 25.77, 40.75
Actual Wins: 11, 30, 44
Cleveland Browns
Wins Expected: 6.42, 18.35, 28.55
Actual Wins: 4, 13, 23
AFC SOUTH
Indianapolis Colts
Wins Expected: 8.59, 19.47, 39.93
Actual Wins: 11, 24, 48
Houston Texans
Wins Expected: 7.90, 28.91, 45.86
Actual Wins: 2, 24, 39
Tennessee Titans
Wins Expected: 7.41, 21.64, 37.99
Actual Wins: 7, 22, 36
Jacksonville Jaguars
Wins Expected: 3.42, 13.30, 27.40
Actual Wins: 4, 11, 26
AFC WEST
San Diego Chargers
Wins Expected: 8.04, 25.49, 47.02
Actual Wins: 9, 24, 46
Denver Broncos
Wins Expected: 12.60, 29.75, 43.80
Actual Wins: 13, 34, 46
Kansas City Chiefs
Wins Expected: 9.11, 19.36, 32.22
Actual Wins: 11, 20, 34
Oakland Raiders
Wins Expected: 4.80, 17.91, 28.07
Actual Wins: 4, 16, 29
NFC EAST:
Philadelphia Eagles
Wins Expected: 9.22, 26.20, 46.00
Actual Wins: 10, 22, 43
Dallas Cowboys
Wins Expected: 8.26, 26.48, 45.38
Actual Wins: 8, 24, 41
New York Giants
Wins Expected: 7.11, 24.68, 44.24
Actual Wins: 7, 25, 43
Washington Redskins
Wins Expected: 6.57, 20.65, 33.19
Actual Wins: 3, 18, 28
NFC SOUTH
New Orleans Saints
Wins Expected: 10.30, 30.07, 52.77
Actual Wins: 11, 31, 55
Atlanta Falcons
Wins Expected: 7.08, 25.99, 44.01
Actual Wins: 4, 27, 49
Carolina Panthers
Wins Expected: 9.60, 24.11, 36.13
Actual Wins: 12, 25, 35
Tampa Bay Buccaneers
Wins Expected: 5.77, 19.36, 30.29
Actual Wins: 4, 15, 28
NFC NORTH
Green Bay Packers
Wins Expected: 9.24, 32.09, 52.61
Actual Wins: 8.5, 34.5, 55.5
Chicago Bears
Wins Expected: 8.15, 25.24, 40.61
Actual Wins: 8, 26, 44
Minnesota Vikings
Wins Expected: 5.79, 19.04, 37.72
Actual Wins: 5.5, 18.5, 36.5
Detroit Lions
Wins Expected: 9.29, 26.74, 35.55
Actual Wins: 7, 21, 29
NFC WEST
San Francisco 49ers
Wins Expected: 10.69, 31.15, 47.28
Actual Wins: 12, 36.5, 50.5
Seattle Seahawks
Wins Expected: 11.80, 26.38, 39.65
Actual Wins: 13, 31, 43
Arizona Cardinals
Wins Expected: 7.40, 19.25, 35.07
Actual Wins: 10, 23, 38
St. Louis Rams
Wins Expected: 5.89, 16.01, 25.99
Actual Wins: 7, 16.5, 24.5
Remember, a team under management can fail in two ways: they can LOWER the expectation of the team with lack of talent and quality wins and they can UNDERACHIEVE against the expectations neutral observers think of them. Both are bad. Both go hand-in-hand. But it's worth realizing they are separate things and are somewhat controlled by different parts of the organization and/or coaching staff.
Over the course of a season(s) you can mathematically keep track of both a) the trend in expectation level and b) whether the team is winning to those expectations. For example, a team that played every game as a "pick 'em" has a 50% win probability for all 16 games and would be EXPECTED to win 8 games. If that team wins 7 games, they are UNDERACHIEVING. If that team wins 9 games, they are OVERACHIEVING.
The data below is REGULAR SEASON ONLY. I have data on playoffs, but those sample sizes are very small and might not be representative of skill.
AFC EAST
New England
Wins Expected (1 year, 3 years, 5 years) = 10.13, 34.48, 55.80
Actual Wins = 12, 37, 61
New York Jets
Wins Expected = 6.00, 22.38, 40.60
Actual Wins = 8, 22, 42
Miami Dolphins:
Wins Expected = 7.65, 21.26, 35.67
Actual Wins = 8, 21, 35
Buffalo Bills:
Wins Expected = 6.17, 19.76, 31.10
Actual Wins = 6, 18, 28
AFC NORTH
Baltimore Ravens
Wins Expected: 7.92, 28.17, 49.15
Actual Wins: 8, 30, 51
Pittsburgh Steelers
Wins Expected: 8.14, 28.49, 49.14
Actual Wins: 8, 28, 49
Cincinnati Bengals
Wins Expected: 9.57, 25.77, 40.75
Actual Wins: 11, 30, 44
Cleveland Browns
Wins Expected: 6.42, 18.35, 28.55
Actual Wins: 4, 13, 23
AFC SOUTH
Indianapolis Colts
Wins Expected: 8.59, 19.47, 39.93
Actual Wins: 11, 24, 48
Houston Texans
Wins Expected: 7.90, 28.91, 45.86
Actual Wins: 2, 24, 39
Tennessee Titans
Wins Expected: 7.41, 21.64, 37.99
Actual Wins: 7, 22, 36
Jacksonville Jaguars
Wins Expected: 3.42, 13.30, 27.40
Actual Wins: 4, 11, 26
AFC WEST
San Diego Chargers
Wins Expected: 8.04, 25.49, 47.02
Actual Wins: 9, 24, 46
Denver Broncos
Wins Expected: 12.60, 29.75, 43.80
Actual Wins: 13, 34, 46
Kansas City Chiefs
Wins Expected: 9.11, 19.36, 32.22
Actual Wins: 11, 20, 34
Oakland Raiders
Wins Expected: 4.80, 17.91, 28.07
Actual Wins: 4, 16, 29
NFC EAST:
Philadelphia Eagles
Wins Expected: 9.22, 26.20, 46.00
Actual Wins: 10, 22, 43
Dallas Cowboys
Wins Expected: 8.26, 26.48, 45.38
Actual Wins: 8, 24, 41
New York Giants
Wins Expected: 7.11, 24.68, 44.24
Actual Wins: 7, 25, 43
Washington Redskins
Wins Expected: 6.57, 20.65, 33.19
Actual Wins: 3, 18, 28
NFC SOUTH
New Orleans Saints
Wins Expected: 10.30, 30.07, 52.77
Actual Wins: 11, 31, 55
Atlanta Falcons
Wins Expected: 7.08, 25.99, 44.01
Actual Wins: 4, 27, 49
Carolina Panthers
Wins Expected: 9.60, 24.11, 36.13
Actual Wins: 12, 25, 35
Tampa Bay Buccaneers
Wins Expected: 5.77, 19.36, 30.29
Actual Wins: 4, 15, 28
NFC NORTH
Green Bay Packers
Wins Expected: 9.24, 32.09, 52.61
Actual Wins: 8.5, 34.5, 55.5
Chicago Bears
Wins Expected: 8.15, 25.24, 40.61
Actual Wins: 8, 26, 44
Minnesota Vikings
Wins Expected: 5.79, 19.04, 37.72
Actual Wins: 5.5, 18.5, 36.5
Detroit Lions
Wins Expected: 9.29, 26.74, 35.55
Actual Wins: 7, 21, 29
NFC WEST
San Francisco 49ers
Wins Expected: 10.69, 31.15, 47.28
Actual Wins: 12, 36.5, 50.5
Seattle Seahawks
Wins Expected: 11.80, 26.38, 39.65
Actual Wins: 13, 31, 43
Arizona Cardinals
Wins Expected: 7.40, 19.25, 35.07
Actual Wins: 10, 23, 38
St. Louis Rams
Wins Expected: 5.89, 16.01, 25.99
Actual Wins: 7, 16.5, 24.5
Remember, a team under management can fail in two ways: they can LOWER the expectation of the team with lack of talent and quality wins and they can UNDERACHIEVE against the expectations neutral observers think of them. Both are bad. Both go hand-in-hand. But it's worth realizing they are separate things and are somewhat controlled by different parts of the organization and/or coaching staff.
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