Massachusetts
- SP+
- −20.2 (#124)
- FPI
- −14.7 (#118)
- SRS
- −15.6 (#115)
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Advanced stats
CollegeFootballData's play-by-play measures of how efficient and explosive a team was, placed against every other FBS team. How it works →
Profile vs. FBS, 2014
Farther out is better on every spoke. Dashed ring: the FBS median.
- EPA per playExpected points added on an average snap: how much each play moved the scoring odds.
- Success rateShare of snaps that stayed on schedule: half the yards needed on 1st down, 70% on 2nd, all of them on 3rd or 4th.
- ExplosivenessAverage EPA on the successful snaps: how big the good plays were.
- Rushing EPAEPA per designed run.
- Passing EPAEPA per pass play.
- Standard downsSuccess rate on downs where either a run or a pass makes sense, like 1st and 10 or 3rd and 2.
- Passing downsSuccess rate on downs that all but force a pass, like 2nd and 8 or longer, or 3rd and 5 or longer.
- Line yardsRushing yards per carry credited to the offensive line, weighting the first few yards most.
- Stuff rateShare of runs stopped at or behind the line of scrimmage.
- HavocShare of snaps with a tackle for loss, sack, forced fumble, interception or pass breakup.
Percentiles among the 128 FBS teams this season, where higher is better for the offense and the defense alike (a defense's numbers are what it allowed). The line in each bar is the FBS median. Garbage time excluded. Source: CollegeFootballData.
Expected points
YardLine's expected-points model values every snap by what a drive from that spot is worth on average, so a drive can be judged against where it started. How it works →
Drives vs. expectation, 2014
Points over expected per drive, from where each drive started.
Per drive against an average FBS opponent, neutral field.
Points over expected per trip inside the opponent's 40.
Average expected points where drives started.
Every snap has an expected-points value: what a drive from that spot, down and distance is worth on average. A drive over expected beat its starting spot; defense counts what Massachusetts allowed, so lower is better. The adjusted number fits every team against the opponents it actually played, so it leans toward average early in a season. Ranks are among FBS teams.
Game by game
Bars above the line: better than expected for Massachusetts.
Players
YardLine's player model credits every play's value to the players involved, so each one's season can be measured in wins above a typical backup. How it works →
Players, 2014
Quarterback is the most valuable starting slot by a wide margin: the gap between a top-decile and a median FBS quarterback is about twice the gap at any other position.
- Blake FrohnapfelQB437 plays · +0.219 pts/play · 42nd of 199 QBs1.79WAR1.09 to 2.41
- Tajae SharpeWR116 plays · +0.143 pts/play · 27th of 469 WRs0.31WAR0.12 to 0.50
- Shadrach AbrokwahRB118 plays · +0.075 pts/play · 140th of 350 RBs0.17WAR0.06 to 0.26
- Lorenzo WoodleyRB70 plays · +0.115 pts/play · 160th of 350 RBs0.15WAR0.11 to 0.19
- Rodney MillsWR52 plays · +0.153 pts/play · 120th of 469 WRs0.15WAR0.05 to 0.24
- Jalen WilliamsWR36 plays · +0.182 pts/play · 166th of 469 WRs0.12WAR0.07 to 0.18
- Marken MichelWR56 plays · +0.068 pts/play · 275th of 469 WRs0.07WAR0.00 to 0.14
- Jean SifrinTE64 plays · +0.040 pts/play · 2nd of 212 TEs0.05WAR−0.11 to 0.18
Every player (15)
- Jamal WilsonRB27 plays · +0.090 pts/play · 261st of 350 RBs0.05WAR0.03 to 0.07
- Logan LaurentP5 plays · +0.372 pts/play · 72nd of 94 punters0.03WAR0.02 to 0.05
- Shakur NesmithWR13 plays · +0.113 pts/play · 394th of 469 WRs0.03WAR0.01 to 0.04
- Andrew LibbyFB7 plays · +0.037 pts/play · 300th of 350 RBs0.00WAR0.00 to 0.01
- Brian McDonaldP49 plays · +0.003 pts/play · 84th of 94 punters0.00WAR−0.06 to 0.06
- Brandon HowardTE7 plays · −0.013 pts/play · 31st of 212 TEs0.00WAR−0.01 to 0.01
- J.T. BlydenRB11 plays · −0.012 pts/play · 350th of 350 RBs0.00WAR−0.02 to 0.02
By position group, against FBS
Linemen and defenders are valued as units, in points per game against the median FBS unit, because play-by-play doesn't say who was on the field. Players are valued against a replacement-level backup, so the two aren't added together.
Wins above replacement credits each play's expected points to the players involved, adjusted for the opponent, and compares Massachusetts's players with a typical backup; 53 points make a win. Only snaps while the game was in doubt count, so a starter on a team that blows opponents out plays fewer of them: read value per play beside WAR. The line under each player (or the range on a phone) is the 90% interval. Ranks are among FBS teams and players. How this works
Fourth downs
YardLine's fourth-down model values going for it, kicking and punting on every real fourth down, so each call can be checked against the numbers. How it works →
Fourth-down calls vs. the numbers, 2014
Calls that matched the option with the best modeled win probability.
Summed over every call that differed, in points of win probability.
Went for it when going beat every other option by a point or more.
Each real fourth down is valued three ways (go for it, kick, punt) from the score, clock and field position before the snap, using league-wide odds rather than Massachusetts's own. A call that differs gives up the gap to the best option; gaps under one point are close calls, and the 3 clear-cut ones account for 0.08 of the 0.15 expected wins. The model sees the situation, not the injury report, so a call it disagrees with can still be right. Ranks are among FBS teams; 1st gave up the least.
Costliest calls against the numbers
- at M-OHQ4 12:33 4th & 22 at M-OH 29, up 13Went for it; the numbers favored a field goal−4.1 pts
- vs BGSUQ4 7:37 4th & 18 at BGSU 25, down 12Went for it; the numbers favored a field goal−2.4 pts
- at M-OHQ3 6:32 4th & 1 at MASS 12, up 20Punted; the numbers favored going for it−1.9 pts
- at AKRQ3 0:00 4th & 13 at AKR 13, down 21Went for it; the numbers favored a field goal (close call)−0.7 pts
- at TOLQ2 3:03 4th & 9 at TOL 23, up 6Went for it; the numbers favored a field goal (close call)−0.6 pts
- vs BGSUQ3 12:19 4th & 9 at BGSU 37, down 5Punted; the numbers favored going for it (close call)−0.6 pts
- at VANQ2 15:00 4th & 2 at MASS 20, up 14Punted; the numbers favored going for it (close call)−0.6 pts
- vs EMUQ2 1:09 4th & 10 at EMU 31, up 13Went for it; the numbers favored a field goal (close call)−0.6 pts
Every call this season (102)
- Q1 15:004th & 8 at BC 49, tied · PuntedAgreed
- Q1 7:344th & 16 at MASS 49, tied · PuntedAgreed
- Q2 14:134th & 3 at MASS 43, down 3 · PuntedClose call
- Q2 5:294th & 10 at BC 43, down 6 · PuntedClose call
- Q2 1:184th & 21 at BC 30, down 6 · Kicked a field goalAgreed
- Q3 8:494th & 17 at MASS 18, down 13 · PuntedAgreed
- Q4 13:104th & 1 at BC 48, down 20 · Went for itAgreed
- Q4 7:294th & 9 at MASS 45, down 23 · PuntedAgreed
- Q1 10:554th & 1 at MASS 40, down 3 · PuntedClose call
- Q2 14:004th & 5 at midfield, down 3 · PuntedClose call
- Q2 10:594th & 10 at MASS 4, down 3 · PuntedAgreed
- Q2 1:174th & 20 at MASS 41, down 6 · PuntedAgreed
- Q3 13:114th & 6 at COLO 16, up 1 · Kicked a field goalAgreed
- Q3 8:024th & 2 at COLO 30, up 4 · Went for itAgreed
- Q3 4:244th & 16 at MASS 46, down 3 · PuntedAgreed
- Q4 8:024th & 19 at MASS 30, down 10 · PuntedAgreed
- Q1 4:194th & 5 at MASS 47, up 7 · Went for itClose call
- Q2 15:004th & 2 at MASS 20, up 14 · PuntedClose call
- Q2 8:434th & 2 at VAN 15, up 7 · Kicked a field goalClose call
- Q3 6:414th & 7 at MASS 23, up 11 · PuntedAgreed
- Q4 15:004th & 7 at VAN 48, up 11 · PuntedAgreed
- Q4 8:574th & 4 at MASS 26, up 11 · PuntedAgreed
- Q4 8:574th & 5 at MASS 25, up 5 · PuntedAgreed
- Q4 4:254th & 13 at MASS 25, up 5 · PuntedAgreed
- Q4 1:024th & 4 at MASS 46, down 3 · Went for itAgreed
- Q1 11:474th & 4 at PSU 22, tied · Kicked a field goalClose call
- Q1 5:154th & 10 at MASS 29, down 3 · PuntedAgreed
- Q2 13:184th & 9 at PSU 31, down 6 · Went for itClose call
- Q2 6:394th & 24 at MASS 25, down 20 · PuntedAgreed
- Q2 2:494th & 12 at MASS 23, down 27 · PuntedAgreed
- Q2 0:564th & 1 at MASS 34, down 34 · Went for itAgreed
- Q3 13:484th & 4 at MASS 31, down 34 · PuntedAgreed
- Q3 5:144th & 1 at PSU 46, down 41 · Went for itAgreed
- Q4 10:594th & 10 at MASS 28, down 41 · PuntedAgreed
- Q4 7:004th & 1 at MASS 32, down 41 · Went for itAgreed
- Q4 5:194th & 3 at PSU 15, down 41 · Went for itAgreed
- Q1 15:004th & 1 at BGSU 10, tied · Went for itAgreed
- Q1 2:574th & 9 at MASS 36, down 3 · PuntedAgreed
- Q2 5:004th & 12 at MASS 24, down 5 · PuntedAgreed
- Q3 12:194th & 9 at BGSU 37, down 5 · PuntedClose call
- Q3 6:094th & 3 at MASS 44, up 2 · Went for itAgreed
- Q3 6:094th & 17 at midfield, up 2 · PuntedAgreed
- Q4 15:004th & 5 at MASS 11, up 2 · PuntedAgreed
- Q4 9:384th & 10 at MASS 18, down 12 · PuntedAgreed
- Q4 7:374th & 18 at BGSU 25, down 12 · Went for it−2.4 pts
- Q2 2:144th & 6 at M-OH 27, up 20 · Went for itClose call
- Q3 14:554th & 4 at M-OH 49, up 20 · PuntedClose call
- Q3 6:324th & 1 at MASS 12, up 20 · Punted−1.9 pts
- Q3 0:204th & 2 at M-OH 47, up 13 · Went for itAgreed
- Q4 15:004th & 1 at M-OH 28, up 13 · Went for itAgreed
- Q4 12:334th & 22 at M-OH 29, up 13 · Went for it−4.1 pts
- Q4 1:134th & 10 at MASS 20, down 1 · Went for itClose call
- Q1 15:004th & 5 at MASS 34, tied · Went for itClose call
- Q1 11:384th & 10 at MASS 36, down 3 · PuntedAgreed
- Q1 8:094th & 9 at MASS 21, down 3 · PuntedAgreed
- Q2 14:364th & 2 at MASS 26, down 3 · PuntedClose call
- Q2 9:014th & 1 at KENT 17, down 3 · Went for itAgreed
- Q2 5:464th & 8 at KENT 14, up 4 · Kicked a field goalAgreed
- Q2 0:034th & 2 at KENT 4, up 7 · Went for itAgreed
- Q3 13:384th & 9 at MASS 33, up 14 · PuntedAgreed
- Q3 1:264th & 5 at KENT 5, up 7 · Kicked a field goalAgreed
- Q4 14:124th & 4 at MASS 45, up 10 · PuntedClose call
- Q1 15:004th & 7 at EMU 24, tied · Went for itClose call
- Q1 3:364th & 14 at EMU 31, tied · Went for itClose call
- Q2 13:504th & 10 at MASS 23, up 6 · PuntedAgreed
- Q2 1:094th & 10 at EMU 31, up 13 · Went for itClose call
- Q3 13:454th & 9 at MASS 37, up 16 · PuntedAgreed
- Q4 15:004th & 11 at EMU 36, up 22 · Went for itClose call
- Q4 0:254th & 1 at EMU 45, up 22 · Went for itAgreed
- Q1 15:004th & 1 at TOL 29, tied · Went for itAgreed
- Q1 0:014th & 16 at MASS 35, up 6 · PuntedAgreed
- Q2 14:534th & 4 at TOL 24, up 6 · Went for itAgreed
- Q2 3:034th & 9 at TOL 23, up 6 · Went for itClose call
- Q3 7:164th & 15 at TOL 26, down 1 · Kicked a field goalAgreed
- Q4 14:464th & 5 at TOL 45, down 8 · Went for itAgreed
- Q4 4:394th & 1 at TOL 49, tied · Went for itAgreed
- Q4 4:394th & 14 at TOL 40, tied · PuntedAgreed
- Q1 8:394th & 19 at MASS 43, tied · PuntedAgreed
- Q2 3:434th & 3 at BALL 43, up 7 · Went for itAgreed
- Q2 2:404th & 17 at BALL 41, up 7 · PuntedClose call
- Q3 11:154th & 2 at BALL 4, up 10 · Went for itAgreed
- Q3 8:234th & 22 at MASS 26, up 10 · PuntedAgreed
- Q3 2:064th & 1 at BALL 46, up 7 · Went for itAgreed
- Q4 14:444th & 8 at MASS 31, up 7 · PuntedAgreed
- Q4 10:004th & 7 at BALL 17, up 7 · Kicked a field goalAgreed
- Q4 0:054th & 13 at BALL 37, up 14 · Went for itClose call
- Q1 10:334th & 5 at MASS 43, tied · PuntedAgreed
- Q1 4:114th & 13 at MASS 21, down 3 · PuntedAgreed
- Q1 0:354th & 6 at MASS 39, down 10 · PuntedAgreed
- Q2 12:314th & 6 at MASS 37, down 10 · PuntedAgreed
- Q3 0:004th & 13 at AKR 13, down 21 · Went for itClose call
- Q4 6:494th & 5 at AKR 12, down 24 · Went for itClose call
- Q4 0:484th & 11 at MASS 49, down 24 · PuntedAgreed
- Q1 13:144th & 5 at MASS 32, tied · PuntedAgreed
- Q1 9:574th & 8 at MASS 49, tied · PuntedAgreed
- Q1 3:094th & 9 at MASS 33, tied · PuntedAgreed
- Q2 14:544th & 5 at BUF 45, tied · PuntedClose call
- Q2 3:104th & 7 at MASS 38, down 7 · PuntedAgreed
- Q3 15:004th & 12 at MASS 34, down 13 · PuntedAgreed
- Q3 6:434th & 4 at MASS 28, down 20 · PuntedClose call
- Q4 10:504th & 7 at BUF 7, down 27 · Went for itClose call
- Q4 7:354th & 22 at MASS 47, down 20 · PuntedAgreed
After touchdowns: kick or go for two?
Tries that matched the option with the better modeled win probability.
Summed over every try that differed, in points of win probability.
Went for two when it beat kicking by a point or more.
Costliest tries against the numbers
- vs BALLQ4 5:40 Touchdown, up 13 before the tryKicked; the numbers favored going for two (close call)−0.4 pts
- at TOLQ4 5:57 Touchdown, down 1 before the tryKicked; the numbers favored going for two (close call)−0.3 pts
- vs BGSUQ4 3:22 Touchdown, down 6 before the tryKicked; the numbers favored going for two (close call)−0.3 pts
Win probability
YardLine's model estimates each team's chance of winning before kickoff and again after every play, from the score, clock, down, distance and field position. How it works →
Record vs. expectation, 2014
94th of 128 FBS teams at beating the model's pregame expectations
Expected wins adds up Massachusetts's chance of winning each game as the model saw it at kickoff - a 70% favorite counts 0.7.
What moved it, 2014
Every game starts at Massachusetts's pregame chance; everything after that is the field. The model's own breakdown of each game's final play splits the on-field part by what drove it, and the parts add up exactly. How it works →
- Scoreboard−0.92
- Possession & field position+0.06
- Clock−0.05
- Less the pregame edge, counted before kickoff+0.86
Game by game
- BCL 7-30 vs BC21% → 1%Before kickoff −29 · On the field −20: Scoreboard −28, Clock −1
- COLOL 38-41 vs COLO12% → 22%Before kickoff −38 · On the field +10: Scoreboard −23, Possession & field position +2
- VANL 31-34 at VAN14% → 6%Before kickoff −36 · On the field −8: Scoreboard −20
- PSUL 7-48 at PSU3% → 0%Before kickoff −47 · On the field −3: Scoreboard −5
- BGSUL 42-47 vs BGSU23% → 8%Before kickoff −27 · On the field −15: Scoreboard −32, Clock −2
- M-OHL 41-42 at M-OH37% → 45%Before kickoff −13 · On the field +8: Possession & field position +4, Scoreboard +3
- KENTW 40-17 at KENT46% → 100%Before kickoff −4 · On the field +54: Scoreboard +55, Clock +3
- EMUW 36-14 vs EMU79% → 100%Before kickoff +29 · On the field +21: Scoreboard +24, Timeouts +1
- TOLL 35-42 at TOL13% → 3%Before kickoff −37 · On the field −10: Scoreboard −18, Timeouts −1
- BALLW 24-10 vs BALL64% → 99%Before kickoff +14 · On the field +35: Scoreboard +33, Timeouts +2
- AKRL 6-30 at AKR30% → 0%Before kickoff −20 · On the field −30: Scoreboard −32
- BUFL 21-41 vs BUF48% → 1%Before kickoff −2 · On the field −47: Scoreboard −50, Clock −2
Points of win probability, from Massachusetts's side.
Closest call
MASS 37-21 RUTG (2026) - Massachusetts dropped to a 2.4% win probability before pulling it out.
Season arc, 2014
Every completed game this season, in order - each tile is Massachusetts's own win-probability curve.
Biggest swings of 2014
The largest single-play change in Massachusetts's win probability this season - one snap that moved the outcome the most.
Stolen wins
Massachusetts's own lowest win probability at any point in a game it went on to win, across the whole archive - the deepest holes it climbed out of.
Let it slip
Massachusetts's own highest win probability at any point in a game it went on to lose, across the whole archive - the biggest leads it didn't hold.
Stock & rivalries
Stock
Massachusetts's leaguewide Elo rating, tracked like a stock price - built from game results and margins, not the model's own win-probability predictions.
Series & rivalries
Massachusetts's most-played opponents across the whole archive - open one for the full head-to-head history.