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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, 2019
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, 2019
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, 2019
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.
- Bilal AllyRB57 plays · +0.203 pts/play · 183rd of 349 RBs0.22WAR0.17 to 0.27
- Michael CurtisQB41 plays · +0.253 pts/play · 183rd of 228 QBs0.19WAR0.12 to 0.26
- Andrew BritoQB78 plays · +0.115 pts/play · 191st of 228 QBs0.17WAR0.04 to 0.31
- Cam RobersonWR43 plays · +0.120 pts/play · 219th of 439 WRs0.10WAR0.04 to 0.15
- Randall WestQB26 plays · +0.179 pts/play · 207th of 228 QBs0.09WAR0.06 to 0.12
- Sadiq PalmerWR11 plays · +0.130 pts/play · 410th of 439 WRs0.03WAR0.02 to 0.04
- Josiah JohnsonTE21 plays · +0.063 pts/play · 83rd of 207 TEs0.02WAR−0.01 to 0.06
- George GeorgopoulosP18 plays · +0.059 pts/play · 85th of 100 punters0.02WAR0.00 to 0.04
Every player (11)
- Kyle HornTE8 plays · +0.081 pts/play · 132nd of 207 TEs0.01WAR0.00 to 0.02
- Taylor EdwardsTE2 plays · +0.085 pts/play · 198th of 207 TEs0.00WAR0.00 to 0.01
- Jessie BrittRB4 plays · +0.037 pts/play · 320th of 349 RBs0.00WAR0.00 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, 2019
- Roster talent: 359, 114th of 130 in FBSRoster talent247Sports' talent composite: the recruiting ratings of every player on the roster, transfers included.
- Recruiting: 127, 104th of 130 in FBSRecruitingAverage 247Sports class score over this season's class and the three before it.
- Returning production: 32%, 116th of 130 in FBSReturning productionShare of last season's production (expected points added) by players still on the roster.
- SP+ rating: −34.6, 130th of 130 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 −34.6 is 26.3 points below the −8.3 its roster talent predicts, 130th of 130 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, 2019
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 2 clear-cut ones account for 0.03 of the 0.06 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 AKRQ3 6:17 4th & 2 at AKR 33, up 20Punted; the numbers favored going for it1.7 pts
- vs AKRQ4 13:15 4th & 2 at AKR 17, up 13Kicked a field goal; the numbers favored going for it1.2 pts
- at ARMYQ2 2:22 4th & 18 at MASS 9, down 21Went for it; the numbers favored punting (close call)0.4 pts
- at NUQ3 6:45 4th & 14 at NU 25, down 15Went for it; the numbers favored a field goal (close call)0.4 pts
- at CLTQ3 15:00 4th & 1 at MASS 34, down 21Punted; the numbers favored going for it (close call)0.3 pts
- vs CCUQ2 1:35 4th & 1 at MASS 41, down 21Punted; the numbers favored going for it (close call)0.3 pts
- vs CONNQ4 14:11 4th & 12 at CONN 43, down 21Went for it; the numbers favored punting (close call)0.3 pts
- vs SIUQ3 4:47 4th & 7 at MASS 49, down 18Went for it; the numbers favored punting (close call)0.3 pts
Every call this season (117)
- Close callQ1 15:004th & 10 at RUTG 39, tied, Went for it
- Close callQ2 11:194th & 7 at MASS 49, up 7, Punted
- AgreedQ2 9:034th & 5 at MASS 30, tied, Punted
- AgreedQ2 4:044th & 3 at MASS 32, down 3, Punted
- AgreedQ3 11:084th & 3 at MASS 32, down 20, Punted
- AgreedQ3 8:024th & 10 at MASS 22, down 20, Punted
- AgreedQ4 14:544th & 4 at MASS 36, down 20, Went for it
- Close callQ4 6:024th & 9 at RUTG 33, down 27, Went for it
- AgreedQ1 15:004th & 3 at SIU 11, tied, Went for it
- AgreedQ1 10:014th & 2 at SIU 17, tied, Went for it
- AgreedQ2 15:004th & 4 at MASS 33, up 6, Punted
- AgreedQ2 14:344th & 6 at MASS 32, down 1, Punted
- AgreedQ2 12:234th & 15 at MASS 38, down 1, Punted
- AgreedQ2 8:044th & 24 at MASS 3, down 1, Punted
- Close callQ3 4:474th & 7 at MASS 49, down 18, Went for it
- AgreedQ3 3:194th & 2 at MASS 49, down 18, Went for it
- AgreedQ4 14:164th & 18 at MASS 12, down 25, Punted
- AgreedQ1 13:224th & 4 at MASS 31, down 7, Punted
- AgreedQ1 4:114th & 10 at MASS 35, down 21, Punted
- AgreedQ2 10:364th & 9 at CLT 9, down 28, Kicked a field goal
- Close callQ2 2:544th & 13 at CLT 37, down 25, Went for it
- AgreedQ2 0:174th & 3 at CLT 3, down 25, Went for it
- Close callQ3 15:004th & 1 at MASS 34, down 21, Punted
- AgreedQ3 10:144th & 3 at CLT 44, down 28, Went for it
- AgreedQ3 5:184th & 17 at MASS 44, down 28, Punted
- AgreedQ4 15:004th & 11 at midfield, down 35, Punted
- AgreedQ4 12:074th & 12 at MASS 39, down 35, Punted
- Close callQ4 5:394th & 1 at MASS 24, down 35, Punted
- Close callQ1 10:114th & 21 at CCU 34, down 7, Punted
- Close callQ1 10:114th & 15 at MASS 49, down 7, Went for it
- Close callQ2 15:004th & 6 at MASS 49, down 7, Punted
- AgreedQ2 9:214th & 1 at CCU 37, down 14, Went for it
- Close callQ2 1:354th & 1 at MASS 41, down 21, Punted
- Close callQ3 15:004th & 3 at MASS 36, down 28, Punted
- AgreedQ3 9:014th & 11 at CCU 24, down 35, Kicked a field goal
- AgreedQ3 6:354th & 1 at CCU 26, down 42, Went for it
- Close callQ4 8:334th & 16 at CCU 46, down 42, Went for it
- AgreedQ1 5:304th & 10 at MASS 38, tied, Punted
- AgreedQ2 15:004th & 9 at MASS 16, tied, Punted
- AgreedQ2 8:224th & 12 at AKR 12, up 7, Kicked a field goal
- AgreedQ2 0:274th & 4 at AKR 21, up 3, Kicked a field goal
- AgreedQ3 7:124th & 3 at AKR 8, up 6, Went for it
- 1.7 ptsQ3 6:174th & 2 at AKR 33, up 20, Punted
- 1.2 ptsQ4 13:154th & 2 at AKR 17, up 13, Kicked a field goal
- AgreedQ4 10:374th & 12 at AKR 40, up 16, Punted
- AgreedQ1 15:004th & 1 at midfield, tied, Went for it
- AgreedQ1 9:064th & 14 at MASS 21, down 3, Punted
- AgreedQ2 14:334th & 10 at MASS 43, down 17, Punted
- AgreedQ2 14:334th & 6 at MASS 38, down 31, Punted
- AgreedQ2 7:074th & 14 at MASS 47, down 31, Punted
- Close callQ2 2:474th & 5 at MASS 48, down 31, Punted
- AgreedQ3 4:364th & 6 at MASS 29, down 41, Punted
- Close callQ3 1:034th & 6 at MASS 49, down 44, Punted
- AgreedQ4 12:484th & 20 at MASS 25, down 44, Punted
- AgreedQ4 7:264th & 15 at MASS 6, down 44, Punted
- AgreedQ1 14:054th & 10 at MASS 46, down 7, Punted
- AgreedQ1 10:274th & 10 at MASS 25, down 14, Punted
- AgreedQ1 8:524th & 13 at MASS 34, down 21, Punted
- AgreedQ1 2:244th & 5 at MASS 13, down 28, Punted
- AgreedQ2 14:154th & 3 at MASS 42, down 35, Went for it
- AgreedQ2 9:314th & 6 at MASS 24, down 35, Punted
- AgreedQ2 0:274th & 8 at MASS 29, down 35, Punted
- Close callQ3 10:404th & 3 at MASS 36, down 41, Punted
- Close callQ3 6:494th & 5 at LT 5, down 41, Went for it
- AgreedQ4 11:284th & 15 at MASS 31, down 48, Punted
- AgreedQ4 3:384th & 6 at MASS 45, down 48, Punted
- AgreedQ1 13:224th & 9 at MASS 37, down 7, Punted
- AgreedQ1 13:224th & 1 at MASS 34, down 7, Went for it
- AgreedQ1 8:134th & 2 at LIB 12, down 7, Went for it
- Close callQ1 5:234th & 2 at LIB 48, down 7, Punted
- AgreedQ1 1:364th & 5 at MASS 23, down 14, Punted
- AgreedQ2 9:354th & 11 at MASS 24, down 21, Punted
- AgreedQ2 7:424th & 11 at MASS 27, down 21, Punted
- Close callQ2 3:234th & 1 at MASS 30, down 28, Punted
- AgreedQ3 15:004th & 8 at MASS 27, down 35, Punted
- AgreedQ3 12:434th & 10 at MASS 25, down 42, Punted
- AgreedQ3 5:554th & 18 at MASS 12, down 35, Punted
- AgreedQ3 3:164th & 14 at MASS 26, down 42, Punted
- AgreedQ4 8:284th & 4 at MASS 22, down 42, Punted
- AgreedQ1 15:004th & 10 at MASS 12, tied, Punted
- AgreedQ1 3:514th & 10 at MASS 40, down 7, Punted
- AgreedQ2 9:224th & 16 at ARMY 49, down 21, Punted
- Close callQ2 2:224th & 18 at MASS 9, down 21, Went for it
- AgreedQ3 13:104th & 17 at MASS 35, down 28, Punted
- AgreedQ3 11:484th & 1 at MASS 45, down 35, Went for it
- AgreedQ3 7:174th & 17 at MASS 8, down 35, Punted
- AgreedQ3 2:254th & 2 at ARMY 43, down 42, Went for it
- AgreedQ4 9:464th & 15 at MASS 20, down 49, Punted
- AgreedQ1 10:444th & 14 at NU 15, tied, Kicked a field goal
- AgreedQ1 8:474th & 9 at MASS 43, up 3, Punted
- AgreedQ2 14:434th & 9 at NU 13, up 3, Kicked a field goal
- AgreedQ2 11:134th & 6 at NU 6, down 4, Kicked a field goal
- AgreedQ2 7:504th & 7 at MASS 38, down 8, Punted
- AgreedQ2 5:184th & 6 at MASS 29, down 15, Punted
- Close callQ2 1:134th & 1 at MASS 21, down 15, Punted
- AgreedQ3 14:524th & 10 at NU 44, down 15, Punted
- AgreedQ3 9:464th & 9 at MASS 41, down 15, Punted
- Close callQ3 6:454th & 14 at NU 25, down 15, Went for it
- Close callQ4 15:004th & 5 at MASS 46, down 18, Went for it
- AgreedQ4 13:344th & 18 at MASS 15, down 25, Punted
- AgreedQ4 5:324th & 7 at MASS 44, down 39, Punted
- Close callQ1 13:314th & 3 at MASS 45, tied, Punted
- AgreedQ1 9:014th & 15 at MASS 46, down 7, Punted
- AgreedQ2 14:154th & 10 at MASS 13, down 14, Punted
- AgreedQ2 12:274th & 7 at MASS 28, down 21, Punted
- AgreedQ2 9:084th & 8 at MASS 14, down 28, Punted
- AgreedQ2 5:434th & 25 at MASS 9, down 42, Punted
- Close callQ3 15:004th & 4 at MASS 49, down 49, Punted
- AgreedQ3 11:454th & 1 at BYU 9, down 42, Went for it
- AgreedQ3 7:134th & 12 at BYU 12, down 42, Kicked a field goal
- Close callQ3 2:554th & 4 at MASS 38, down 39, Punted
- AgreedQ4 15:004th & 1 at BYU 1, down 46, Went for it
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 SIUQ4 2:44 Touchdown, down 26 before the tryKicked; the numbers favored going for two (close call)0.2 pts
- vs CONNQ4 0:52 Touchdown, down 22 before the tryKicked; the numbers favored going for two (close call)0.1 pts
- vs BYUQ4 4:56 Touchdown, down 33 before the tryKicked; the numbers favored going for two (close call)<0.1 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, 2019
88th 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, 2019
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−1.25
- Possession & field position+0.02
- Clock−0.04
- Timeouts+0.04
- Less the pregame edge, counted before kickoff+0.57
Game by game
- RUTGL 21-48 at RUTG13% → 0%Before kickoff −37 · On the field −12: Scoreboard −16
- SIUL 20-45 vs SIU70% → 0%Before kickoff +20 · On the field −70: Scoreboard −66, Clock −1
- CLTL 17-52 at CLT7% → 0%Before kickoff −43 · On the field −7: Scoreboard −10
- CCUL 28-62 vs CCU11% → 0%Before kickoff −39 · On the field −11: Scoreboard −17
- AKRW 37-29 vs AKR21% → 97%Before kickoff −29 · On the field +76: Scoreboard +44, Timeouts +3
- FIUL 0-44 at FIU3% → 0%Before kickoff −47 · On the field −3: Scoreboard −5
- LTL 21-69 at LT2% → 0%Before kickoff −48 · On the field −2: Scoreboard −4
- CONNL 35-56 vs CONN27% → 1%Before kickoff −23 · On the field −27: Scoreboard −35, Clock −2
- LIBL 21-63 vs LIB5% → 0%Before kickoff −45 · On the field −5: Scoreboard −9
- ARMYL 7-63 at ARMY2% → 0%Before kickoff −48 · On the field −2: Scoreboard −3
- NUL 6-45 at NU1% → 0%Before kickoff −49 · On the field −1: Scoreboard −3
- BYUL 24-56 vs BYU1% → 0%Before kickoff −49 · On the field −1: Scoreboard −3
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, 2019
Every completed game this season, in order - each tile is Massachusetts's own win-probability curve.
Biggest swings of 2019
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.