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Columbia vs Pennsylvania: prediction and projected score

Final: Columbia 28, Pennsylvania 27. We projected Pennsylvania 27.1-19.9 (68%) — the model missed this one.

Matchup analysis

Before kickoff our model projected Pennsylvania 27.1, Columbia 19.9 at Franklin Field in Week 7. That is a solid edge: Pennsylvania wins about 68% of the time by our estimate, with a projected margin of 7.2 points and 47 combined points. Tags: leans low scoring.

Columbia is 3-1, scoring 27 and allowing 28.5 points per game (-1.5 per game). Pennsylvania is 2-2, scoring 15.3 and allowing 15.3 points per game (+0 per game).

College football is noisy: even a well-rated projection misses the final margin by about 14 points on average. Based on how real results have scattered around our numbers, the final margin should land somewhere between Columbia by 15 and Pennsylvania by 30 about 80% of the time.

Pennsylvania gets about 2.1 points for playing at home. Even on a neutral field the ratings would still favour Pennsylvania by about 5.1. The game is on ESPNU.

Result: Columbia 28, Pennsylvania 27. Columbia won, so this goes down as a miss for the model (margin off by 8.2 points).

Market lines

Market lines · Source: The Odds API, ESPN, Action Network · Updated Oct 29, 11:25 AM UTC. Shown for information; not an input to our projections.

ProviderSpread (open → now)Total (open → now)Moneyline (Columbia / Pennsylvania)
ConsensusPennsylvania -6.546.5+187 / -239
DraftKingsPennsylvania -6.546.5+187 / -239

This game's lines: CollegeFootballData.com · read Oct 22, 6:37 PM UTC.

ProjectionMarginTotalPennsylvania win
Our modelPennsylvania -747.068%
Market consensusPennsylvania -6.546.567%
Blended projectionPennsylvania -6.547.667%

Blended projection = 0.16 x our margin + 0.84 x the market margin, weights fitted on past seasons (see methodology).

Model vs market

Pennsylvania win probability
model 68% · market (no-vig) 67% · difference +1 pts
Margin
model Pennsylvania -7.2 · market Pennsylvania -6.5 · difference +0.7 pts (Pennsylvania view)
Total
model 47.0 · market 46.5 · difference +0.5

Model margin is 0.7 pts more toward Pennsylvania than the market.

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Original projection vs new formula

ProjectionScoreWin probMargin missTotal miss
Original projectionColumbia 19.9, Pennsylvania 27.1Pennsylvania 68%wrong winner8.28.0
New formulaColumbia 20.3, Pennsylvania 27.3Pennsylvania 68%wrong winner8.07.3

Final: Columbia 28, Pennsylvania 27. Original = the number we posted before kickoff. New formula (2026-10-21 matchup terms) = the current model re-run with only the games played before this one.

Columbia vs Pennsylvania: stat comparison

2025 season numbers (this season's sample is still too small).

Basic
StatColumbiaPennsylvania
Points per game15.627.1
Points allowed per game27.926.5
Yards per play4.885.93
Yards per play allowed5.795.64
Rushing yards per game124.9146.3
Net passing yards per game191.6237.1
Rushing yards allowed per game167.0143.2
Net passing yards allowed per game205.1229.8
Turnovers per game1.200.90
Takeaways per game0.800.70
Sacks per game1.201.30
Sacks allowed per game2.401.50
Advanced
StatColumbiaPennsylvania
EPA per play-0.04+0.10
EPA per play allowed+0.03+0.07
Success rate37.8%46.2%
Success rate allowed44.3%43.6%
Explosive play rate11.0%13.7%
Explosive plays allowed12.3%11.5%
Havoc rate13.8%12.3%
Havoc allowed14.8%12.5%
Points per scoring opportunity3.023.66
Points per opportunity allowed3.663.02
Average starting field positionopp 0opp 0
Opponents' starting field positionopp 0opp 0
Offensive plays per game (pace)64.964.7
Situational
StatColumbiaPennsylvania
Rushing EPA per play+0.04+0.06
Passing EPA per play-0.12+0.14
Rushing EPA allowed-0.05+0.05
Passing EPA allowed+0.12+0.10
Rushing success rate42.7%47.3%
Passing success rate33.6%47.6%
Run stuff rate19.6%19.0%
Passing-down success rate22.3%37.1%
Passing-down success allowed33.7%32.8%
Third-down conversion rate39.9%52.8%
Third-down rate allowed45.2%49.6%
Red-zone touchdown rate50.8%57.6%
Red-zone TD rate allowed57.6%46.8%

# = rank among 136 FBS teams. Efficiency numbers exclude garbage time. Per-play numbers of teams with a weak schedule are pulled toward their opponent-adjusted values (fully at one standard deviation below an average schedule). Source: play-by-play (cfbfastR / sportsdataverse), aggregated by us.

More: Columbia schedule · Pennsylvania schedule · all Week 7 projections

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Projections are statistical estimates for entertainment and analysis only. They are not betting advice and nothing here guarantees any result.

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