Massachusetts
- SP+
- −15.3 (#118)
- FPI
- −15.5 (#118)
- SRS
- −17.0 (#115)
- Resume
- #126
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, 2016
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, 2016
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, 2016
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 FordQB266 plays · +0.220 pts/play · 78th of 218 QBs1.10WAR0.59 to 1.58
- Marquis YoungRB193 plays · +0.141 pts/play · 53rd of 347 RBs0.51WAR0.28 to 0.71
- Andy IsabellaWR69 plays · +0.129 pts/play · 112th of 417 WRs0.17WAR0.10 to 0.24
- Logan LaurentP56 plays · +0.144 pts/play · 33rd of 82 punters0.15WAR0.09 to 0.22
- Jalen WilliamsWR34 plays · +0.188 pts/play · 183rd of 417 WRs0.12WAR0.07 to 0.16
- Ross ComisQB76 plays · +0.065 pts/play · 194th of 218 QBs0.09WAR−0.03 to 0.21
- Sekai LindsayRB25 plays · +0.120 pts/play · 260th of 347 RBs0.06WAR0.04 to 0.07
- Adam BrenemanTE65 plays · +0.012 pts/play · 59th of 195 TEs0.02WAR−0.11 to 0.13
Every player (9)
- John Robinson-WoodgettFB10 plays · +0.009 pts/play · 296th of 347 RBs0.00WAR−0.01 to 0.01
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, 2016
- Roster talent: 371, 108th of 128 in FBSRoster talent247Sports' talent composite: the recruiting ratings of every player on the roster, transfers included.
- Recruiting: 114, 107th of 128 in FBSRecruitingAverage 247Sports class score over this season's class and the three before it.
- Returning production: 18%, 126th of 128 in FBSReturning productionShare of last season's production (expected points added) by players still on the roster.
- SP+ rating: −15.3, 118th 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 128 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 −15.3 is 8.1 points below the −7.2 its roster talent predicts, 111th 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, 2016
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 0 clear-cut ones account for 0.00 of the 0.04 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 FIUQ4 3:20 4th & 2 at FIU 12, up 8Kicked a field goal; the numbers favored going for it (close call)−0.9 pts
- at ODUQ2 5:45 4th & 5 at ODU 44, down 7Punted; the numbers favored going for it (close call)−0.4 pts
- at HAWQ3 15:00 4th & 4 at midfield, down 11Punted; the numbers favored going for it (close call)−0.4 pts
- vs TULNQ3 6:54 4th & 3 at MASS 27, down 10Punted; the numbers favored going for it (close call)−0.4 pts
- vs TULNQ2 5:23 4th & 3 at MASS 9, up 4Punted; the numbers favored going for it (close call)−0.3 pts
- vs BCQ4 12:32 4th & 4 at MASS 26, down 12Punted; the numbers favored going for it (close call)−0.2 pts
- vs MSSTQ2 15:00 4th & 7 at MSST 20, up 4Went for it; the numbers favored a field goal (close call)−0.2 pts
- vs LTQ3 12:46 4th & 4 at LT 19, down 14Kicked a field goal; the numbers favored going for it (close call)−0.1 pts
Every call this season (96)
- Q1 9:284th & 3 at MASS 15, tied · PuntedClose call
- Q1 0:004th & 14 at FLA 36, down 7 · Went for itClose call
- Q2 5:384th & 9 at FLA 39, tied · PuntedClose call
- Q2 2:454th & 30 at MASS 21, tied · PuntedAgreed
- Q3 10:474th & 3 at FLA 30, down 3 · Went for itAgreed
- Q3 4:294th & 11 at MASS 45, down 3 · PuntedAgreed
- Q4 9:354th & 12 at MASS 13, down 6 · PuntedAgreed
- Q4 5:284th & 15 at MASS 33, down 14 · PuntedAgreed
- Q1 15:004th & 22 at MASS 14, tied · PuntedAgreed
- Q1 11:244th & 12 at MASS 40, tied · PuntedAgreed
- Q2 15:004th & 9 at MASS 35, up 7 · PuntedAgreed
- Q2 11:134th & 14 at MASS 22, up 7 · PuntedAgreed
- Q2 6:104th & 4 at MASS 21, up 7 · PuntedAgreed
- Q2 2:014th & 17 at MASS 26, down 6 · PuntedAgreed
- Q3 12:524th & 13 at BC 41, down 6 · PuntedAgreed
- Q3 8:444th & 23 at MASS 46, down 6 · PuntedAgreed
- Q4 15:004th & 19 at MASS 3, down 12 · PuntedAgreed
- Q4 12:324th & 4 at MASS 26, down 12 · PuntedClose call
- Q4 9:244th & 20 at MASS 15, down 12 · PuntedAgreed
- Q4 4:144th & 16 at MASS 31, down 19 · PuntedAgreed
- Q1 11:024th & 9 at MASS 27, tied · PuntedAgreed
- Q1 6:324th & 5 at FIU 35, down 3 · Went for itAgreed
- Q2 12:404th & 13 at midfield, down 3 · PuntedAgreed
- Q2 6:414th & 13 at MASS 10, up 4 · PuntedAgreed
- Q3 9:174th & 1 at MASS 44, up 4 · Went for itAgreed
- Q3 4:484th & 2 at FIU 26, up 1 · Went for itAgreed
- Q4 14:144th & 5 at MASS 35, up 8 · PuntedAgreed
- Q4 3:204th & 2 at FIU 12, up 8 · Kicked a field goalClose call
- Q1 13:124th & 2 at MASS 10, tied · PuntedClose call
- Q1 8:454th & 12 at MASS 21, down 3 · PuntedAgreed
- Q2 15:004th & 7 at MSST 20, up 4 · Went for itClose call
- Q2 1:484th & 7 at MSST 31, up 1 · Went for itClose call
- Q3 15:004th & 14 at MASS 48, up 1 · PuntedAgreed
- Q3 11:274th & 12 at MASS 10, up 1 · PuntedAgreed
- Q3 4:184th & 15 at MASS 17, down 13 · PuntedAgreed
- Q4 15:004th & 4 at MSST 38, down 20 · Went for itAgreed
- Q4 8:164th & 1 at MASS 34, down 13 · Went for itAgreed
- Q1 6:374th & 9 at TULN 47, up 7 · PuntedAgreed
- Q2 5:234th & 3 at MASS 9, up 4 · PuntedClose call
- Q2 1:274th & 11 at MASS 35, up 4 · PuntedAgreed
- Q3 14:084th & 21 at MASS 26, down 3 · PuntedAgreed
- Q3 6:544th & 3 at MASS 27, down 10 · PuntedClose call
- Q4 9:374th & 5 at TULN 10, down 10 · Kicked a field goalAgreed
- Q4 2:184th & 5 at MASS 39, down 7 · Went for itAgreed
- Q1 10:394th & 15 at ODU 34, down 7 · PuntedClose call
- Q1 1:264th & 7 at ODU 33, down 10 · Went for itAgreed
- Q2 6:534th & 5 at ODU 31, down 7 · Went for itAgreed
- Q2 5:454th & 5 at ODU 44, down 7 · PuntedClose call
- Q3 15:004th & 17 at MASS 46, down 10 · PuntedAgreed
- Q3 4:094th & 18 at MASS 29, down 6 · PuntedAgreed
- Q4 15:004th & 15 at MASS 26, down 13 · PuntedAgreed
- Q1 13:454th & 11 at MASS 37, down 7 · PuntedAgreed
- Q2 12:424th & 16 at LT 16, tied · Kicked a field goalAgreed
- Q2 9:054th & 14 at MASS 11, tied · PuntedAgreed
- Q2 6:214th & 6 at MASS 11, down 7 · PuntedAgreed
- Q3 12:464th & 4 at LT 19, down 14 · Kicked a field goalClose call
- Q3 8:544th & 11 at MASS 41, down 21 · PuntedAgreed
- Q4 15:004th & 15 at MASS 47, down 21 · PuntedAgreed
- Q4 10:364th & 14 at LT 46, down 28 · PuntedAgreed
- Q1 6:024th & 1 at MASS 47, down 14 · Went for itAgreed
- Q2 7:184th & 14 at MASS 21, down 13 · PuntedAgreed
- Q3 15:004th & 1 at MASS 40, down 13 · Went for itAgreed
- Q3 11:564th & 5 at MASS 12, down 13 · PuntedAgreed
- Q3 3:124th & 11 at SC 13, down 20 · Kicked a field goalAgreed
- Q4 15:004th & 6 at MASS 14, down 20 · PuntedAgreed
- Q4 8:004th & 2 at SC 43, down 13 · Went for itAgreed
- Q4 8:004th & 10 at SC 40, down 13 · Went for itClose call
- Q1 8:564th & 3 at MASS 32, up 7 · PuntedAgreed
- Q2 11:564th & 5 at TROY 28, down 7 · Went for itAgreed
- Q2 10:384th & 10 at TROY 10, down 7 · Kicked a field goalAgreed
- Q2 8:184th & 20 at MASS 34, down 4 · PuntedAgreed
- Q2 6:124th & 7 at MASS 48, down 4 · PuntedAgreed
- Q3 9:274th & 9 at MASS 27, down 4 · PuntedAgreed
- Q4 15:004th & 4 at TROY 37, down 14 · Went for itAgreed
- Q4 10:014th & 4 at TROY 22, down 28 · Went for itClose call
- Q1 14:544th & 6 at BYU 38, tied · PuntedClose call
- Q2 12:584th & 16 at BYU 26, down 1 · Kicked a field goalAgreed
- Q2 11:564th & 8 at BYU 44, up 2 · PuntedAgreed
- Q2 2:104th & 17 at BYU 46, down 5 · PuntedAgreed
- Q3 11:234th & 9 at MASS 22, down 8 · PuntedAgreed
- Q3 6:204th & 1 at BYU 46, down 25 · Went for itAgreed
- Q4 12:434th & 6 at MASS 23, down 32 · PuntedAgreed
- Q4 2:554th & 18 at BYU 22, down 42 · Went for itClose call
- Q1 7:074th & 8 at HAW 19, down 7 · Kicked a field goalAgreed
- Q2 8:324th & 11 at HAW 21, down 7 · Kicked a field goalAgreed
- Q2 6:464th & 17 at MASS 24, down 4 · PuntedAgreed
- Q3 15:004th & 4 at midfield, down 11 · PuntedClose call
- Q3 2:194th & 14 at MASS 38, down 7 · PuntedAgreed
- Q4 10:474th & 1 at HAW 45, down 14 · Went for itAgreed
- Q4 10:474th & 1 at HAW 10, down 14 · Went for itAgreed
- Q4 1:124th & 11 at HAW 21, down 6 · Went for itAgreed
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
- at HAWQ4 5:29 Touchdown, down 1 before the tryKicked; the numbers favored going for two (close call)−0.3 pts
- at SCQ4 4:32 Touchdown, down 7 before the tryKicked; the numbers favored going for two (close call)−0.2 pts
- vs MSSTQ4 10:24 Touchdown, down 14 before the tryKicked; the numbers favored going for two (close call)−0.2 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, 2016
88th 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, 2016
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−1.28
- Clock−0.05
- Timeouts+0.01
- Less the pregame edge, counted before kickoff+0.85
Game by game
- FLAL 7-24 at FLA1% → 2%Before kickoff −49 · On the field 0: Scoreboard −5
- BCL 7-26 vs BC10% → 1%Before kickoff −40 · On the field −9: Scoreboard −18, Clock −1
- FIUW 21-13 vs FIU41% → 97%Before kickoff −9 · On the field +56: Scoreboard +43, Timeouts +2
- MSSTL 35-47 vs MSST5% → 3%Before kickoff −45 · On the field −3: Scoreboard −14, Clock −1
- TULNL 24-31 vs TULN41% → 5%Before kickoff −9 · On the field −35: Scoreboard −46, Clock −3
- ODUL 16-36 at ODU25% → 1%Before kickoff −25 · On the field −24: Scoreboard −27
- LTL 28-56 vs LT15% → 0%Before kickoff −35 · On the field −15: Scoreboard −21
- SCL 28-34 at SC7% → 8%Before kickoff −43 · On the field +1: Scoreboard −12, Possession & field position −1
- WAGW 34-10 vs WAG93% → 100%Before kickoff +43 · On the field +6: Scoreboard +10
- TROYL 31-52 at TROY7% → 1%Before kickoff −43 · On the field −6: Scoreboard −11
- BYUL 9-51 at BYU3% → 0%Before kickoff −47 · On the field −3: Scoreboard −5
- HAWL 40-46 at HAW19% → 5%Before kickoff −31 · On the field −15: Scoreboard −23, Timeouts −1
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, 2016
Every completed game this season, in order - each tile is Massachusetts's own win-probability curve.
Biggest swings of 2016
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.