Massachusetts
- SP+
- −9.7 (#100)
- FPI
- −9.3 (#99)
- SRS
- −10.3 (#101)
- Resume
- #109
Next game
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, 2017
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 130 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, 2017
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, 2017
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.
- Andrew FordQB327 plays · +0.204 pts/play · 54th of 226 QBs1.25WAR0.54 to 1.81
- Marquis YoungRB173 plays · +0.083 pts/play · 120th of 352 RBs0.27WAR0.13 to 0.38
- Andy IsabellaWR94 plays · +0.115 pts/play · 35th of 426 WRs0.20WAR0.10 to 0.29
- Bilal AllyRB70 plays · +0.130 pts/play · 186th of 352 RBs0.17WAR0.12 to 0.22
- Ross ComisQB105 plays · +0.076 pts/play · 187th of 226 QBs0.15WAR−0.06 to 0.36
- Sadiq PalmerWR47 plays · +0.112 pts/play · 194th of 426 WRs0.10WAR0.05 to 0.14
- Logan LaurentP64 plays · +0.064 pts/play · 26th of 95 punters0.08WAR−0.02 to 0.16
- Adam BrenemanTE77 plays · +0.025 pts/play · 11th of 199 TEs0.04WAR−0.07 to 0.14
Every player (10)
- Jessie BrittRB31 plays · +0.047 pts/play · 278th of 352 RBs0.03WAR−0.01 to 0.06
- Travis ReynoldsTE2 plays · +0.028 pts/play · 67th of 199 TEs0.00WAR0.00 to 0.00
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
Talent and roster
How much talent the roster had, by recruiting ratings, and how much of it showed up on the field, against every other FBS team. How it works →
What it had and what it did, 2017
- Roster talent: 368, 94th of 130 in FBSRoster talent247Sports' talent composite: the recruiting ratings of every player on the roster, transfers included.
- Recruiting: 114, 110th of 130 in FBSRecruitingAverage 247Sports class score over this season's class and the three before it.
- Returning production: 75%, 31st of 128 in FBSReturning productionShare of last season's production (expected points added) by players still on the roster.
- SP+ rating: −9.7, 100th of 128 in FBSSP+ ratingThe result: Bill Connelly's opponent-adjusted rating, points per game better than an average FBS team.
Ranks and bars among the 130 FBS teams with a talent rating this season, best first; the line in each bar is the FBS median.
Talent conversion
Massachusetts's SP+ of −9.7 is 2.9 points below the −6.8 its roster talent predicts, 82nd of 128 in FBS.
The same comparison on each side of the ball, positive is better for both.
Conversion by season
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, 2017
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 7 clear-cut ones account for 0.15 of the 0.21 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
- vs APPQ4 14:09 4th & 1 at MASS 37, tiedPunted; the numbers favored going for it−4.3 pts
- at TENNQ4 4:31 4th & 7 at TENN 45, down 4Punted; the numbers favored going for it−3.0 pts
- at TEMQ4 8:39 4th & 10 at TEM 28, down 8Went for it; the numbers favored a field goal−2.4 pts
- at MSSTQ4 5:00 4th & 5 at MASS 27, down 4Punted; the numbers favored going for it−2.0 pts
- vs ODUQ3 7:20 4th & 7 at ODU 38, down 3Punted; the numbers favored going for it−1.1 pts
- vs OHIOQ4 14:26 4th & 11 at OHIO 25, down 12Went for it; the numbers favored a field goal−1.0 pts
- vs MEQ2 0:30 4th & 13 at ME 34, up 8Went for it; the numbers favored a field goal−1.0 pts
- vs ODUQ2 5:05 4th & 4 at MASS 49, down 3Punted; the numbers favored going for it (close call)−0.9 pts
Every call this season (103)
- Q1 5:494th & 16 at MASS 34, tied · PuntedAgreed
- Q2 12:194th & 9 at MASS 10, tied · PuntedAgreed
- Q2 6:294th & 16 at MASS 49, tied · PuntedAgreed
- Q3 9:334th & 4 at HAW 28, up 7 · Went for itAgreed
- Q3 2:094th & 18 at MASS 12, up 7 · PuntedAgreed
- Q4 11:414th & 1 at HAW 21, tied · Went for itAgreed
- Q4 3:074th & 11 at MASS 35, up 4 · PuntedAgreed
- Q4 2:584th & 11 at MASS 35, up 4 · PuntedAgreed
- Q4 0:234th & 4 at MASS 39, down 3 · Went for itAgreed
- Q1 4:034th & 14 at MASS 11, tied · PuntedAgreed
- Q2 11:524th & 1 at CCU 23, down 7 · Went for itAgreed
- Q2 2:544th & 22 at MASS 1, tied · PuntedAgreed
- Q3 9:154th & 12 at MASS 26, down 3 · PuntedAgreed
- Q3 7:114th & 5 at MASS 26, down 3 · PuntedAgreed
- Q3 4:424th & 6 at MASS 42, down 10 · PuntedAgreed
- Q4 11:004th & 14 at CCU 14, down 10 · Kicked a field goalAgreed
- Q4 8:514th & 12 at MASS 40, down 10 · PuntedAgreed
- Q1 10:324th & 16 at MASS 34, down 3 · PuntedAgreed
- Q1 5:254th & 11 at ODU 31, down 3 · Went for itClose call
- Q2 14:524th & 8 at MASS 39, down 3 · PuntedAgreed
- Q2 8:494th & 17 at MASS 25, down 3 · PuntedAgreed
- Q2 5:054th & 4 at MASS 49, down 3 · PuntedClose call
- Q3 13:514th & 9 at MASS 28, down 3 · PuntedAgreed
- Q3 10:174th & 10 at MASS 20, down 3 · PuntedAgreed
- Q3 7:204th & 7 at ODU 38, down 3 · Punted−1.1 pts
- Q4 12:124th & 8 at MASS 4, down 3 · PuntedAgreed
- Q4 6:594th & 1 at MASS 41, down 10 · Went for itAgreed
- Q4 3:334th & 14 at ODU 44, down 10 · Went for itClose call
- Q1 8:034th & 6 at TEM 6, down 3 · Kicked a field goalAgreed
- Q1 4:354th & 27 at MASS 22, down 3 · PuntedAgreed
- Q1 0:004th & 14 at MASS 16, down 3 · PuntedAgreed
- Q2 8:534th & 5 at TEM 22, down 3 · Kicked a field goalAgreed
- Q3 13:484th & 3 at MASS 35, down 9 · PuntedClose call
- Q3 7:484th & 6 at TEM 34, down 12 · Went for itAgreed
- Q4 12:144th & 14 at TEM 14, down 8 · Kicked a field goalAgreed
- Q4 8:394th & 10 at TEM 28, down 8 · Went for it−2.4 pts
- Q1 13:394th & 5 at MASS 29, tied · PuntedAgreed
- Q1 7:544th & 14 at MASS 44, tied · PuntedAgreed
- Q2 15:004th & 18 at MASS 29, tied · PuntedAgreed
- Q2 9:584th & 10 at TENN 47, tied · PuntedAgreed
- Q3 15:004th & 13 at MASS 22, down 8 · PuntedAgreed
- Q3 10:534th & 16 at MASS 5, down 8 · PuntedAgreed
- Q3 1:234th & 9 at MASS 31, down 4 · PuntedAgreed
- Q4 14:114th & 3 at MASS 27, down 4 · PuntedClose call
- Q4 10:044th & 16 at TENN 44, down 4 · PuntedAgreed
- Q4 4:314th & 7 at TENN 45, down 4 · Punted−3.0 pts
- Q4 0:264th & 8 at MASS 17, down 4 · Went for itAgreed
- Q1 12:304th & 6 at OHIO 6, tied · Kicked a field goalAgreed
- Q1 5:004th & 1 at OHIO 6, down 4 · Went for itAgreed
- Q2 13:114th & 4 at OHIO 34, up 3 · Went for itAgreed
- Q2 11:354th & 3 at OHIO 16, up 3 · Kicked a field goalClose call
- Q3 12:414th & 5 at MASS 38, down 7 · PuntedAgreed
- Q3 6:384th & 2 at midfield, down 14 · Went for itAgreed
- Q3 3:574th & 6 at OHIO 24, down 14 · Went for itClose call
- Q3 3:144th & 1 at MASS 49, down 12 · Went for itAgreed
- Q4 14:264th & 11 at OHIO 25, down 12 · Went for it−1.0 pts
- Q4 10:414th & 6 at OHIO 19, down 19 · Went for itClose call
- Q4 6:104th & 10 at MASS 26, down 16 · Went for itClose call
- Q1 13:444th & 4 at MASS 45, tied · PuntedClose call
- Q1 6:104th & 8 at APP 28, up 7 · Kicked a field goalAgreed
- Q1 4:074th & 14 at MASS 46, up 10 · PuntedAgreed
- Q2 12:554th & 4 at MASS 31, up 3 · PuntedAgreed
- Q3 5:064th & 14 at MASS 21, tied · PuntedAgreed
- Q3 2:154th & 4 at MASS 16, tied · PuntedAgreed
- Q4 14:094th & 1 at MASS 37, tied · Punted−4.3 pts
- Q4 4:424th & 23 at MASS 27, down 3 · PuntedAgreed
- Q4 0:054th & 10 at APP 27, down 3 · Kicked a field goalAgreed
- Q1 10:324th & 5 at MSST 5, down 7 · Kicked a field goalAgreed
- Q1 2:064th & 6 at MASS 43, down 7 · PuntedAgreed
- Q2 13:064th & 7 at MSST 30, down 7 · Kicked a field goalAgreed
- Q2 4:374th & 11 at MASS 45, up 7 · PuntedAgreed
- Q2 0:324th & 4 at MSST 44, up 7 · PuntedClose call
- Q3 10:224th & 10 at MASS 25, tied · PuntedAgreed
- Q3 1:224th & 1 at MSST 5, down 7 · Went for itAgreed
- Q4 8:184th & 6 at MSST 8, down 7 · Kicked a field goalAgreed
- Q4 5:004th & 5 at MASS 27, down 4 · Punted−2.0 pts
- Q1 10:044th & 5 at ME 40, up 7 · PuntedClose call
- Q1 5:334th & 4 at MASS 34, up 7 · PuntedAgreed
- Q2 10:204th & 8 at ME 23, up 14 · Kicked a field goalAgreed
- Q2 8:004th & 19 at MASS 16, up 10 · PuntedAgreed
- Q2 1:544th & 1 at ME 34, up 8 · Went for itAgreed
- Q2 0:304th & 13 at ME 34, up 8 · Went for it−1.0 pts
- Q3 10:004th & 15 at MASS 20, tied · PuntedAgreed
- Q3 8:204th & 6 at ME 30, tied · Went for itAgreed
- Q4 14:504th & 26 at midfield, up 13 · PuntedAgreed
- Q4 5:114th & 3 at MASS 32, up 6 · PuntedAgreed
- Q1 14:314th & 6 at MASS 37, tied · PuntedAgreed
- Q1 11:284th & 10 at BYU 25, tied · Kicked a field goalAgreed
- Q2 15:004th & 11 at MASS 44, tied · PuntedAgreed
- Q2 3:034th & 3 at MASS 35, up 3 · PuntedClose call
- Q3 7:154th & 4 at BYU 10, up 10 · Kicked a field goalClose call
- Q3 4:554th & 3 at BYU 17, up 13 · Kicked a field goalClose call
- Q4 15:004th & 14 at MASS 20, up 13 · PuntedAgreed
- Q4 11:554th & 15 at MASS 16, up 13 · PuntedAgreed
- Q4 8:314th & 4 at MASS 41, up 13 · PuntedAgreed
- Q4 2:284th & 2 at MASS 37, up 13 · PuntedClose call
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 OHIOQ4 0:11 Touchdown, down 9 before the tryKicked; the numbers favored going for two−1.7 pts
- vs OHIOQ4 3:23 Touchdown, down 10 before the tryWent for two; the numbers favored kicking−1.1 pts
- at TEMQ4 1:41 Touchdown, down 9 before the tryKicked; the numbers favored going for two (close call)−0.8 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, 2017
111th of 130 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, 2017
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−1.32
- Possession & field position−0.05
- Clock+0.02
- Timeouts−0.28
- Less the pregame edge, counted before kickoff+0.31
Game by game
- HAWL 35-38 vs HAW59% → 15%Before kickoff +9 · On the field −44: Scoreboard −41, Clock −4
- CCUL 28-38 at CCU57% → 4%Before kickoff +7 · On the field −53: Scoreboard −42
- ODUL 7-17 vs ODU45% → 4%Before kickoff −5 · On the field −41: Scoreboard −47, Clock −2
- TEML 21-29 at TEM20% → 5%Before kickoff −30 · On the field −15: Scoreboard −22, Timeouts −1
- TENNL 13-17 at TENN5% → 3%Before kickoff −45 · On the field −1: Scoreboard −10, Timeouts −1
- OHIOL 50-58 vs OHIO43% → 3%Before kickoff −7 · On the field −40: Scoreboard −46, Clock −3
- GASOW 55-20 vs GASO76% → 100%Before kickoff +26 · On the field +24: Scoreboard +26
- APPW 30-27 vs APP42% → 78%Before kickoff −8 · On the field +37: Scoreboard +37, Timeouts −25
- MSSTL 23-34 at MSST2% → 2%Before kickoff −48 · On the field 0: Scoreboard −6
- MEW 44-31 vs ME89% → 98%Before kickoff +39 · On the field +9: Scoreboard +17
- BYUW 16-10 at BYU46% → 95%Before kickoff −4 · On the field +50: Scoreboard +49, Clock +3
- FIUL 45-63 at FIU56% → 1%Before kickoff +6 · On the field −55: Scoreboard −46, Timeouts −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, 2017
Every completed game this season, in order - each tile is Massachusetts's own win-probability curve.
Biggest swings of 2017
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.