College football betting, odds, predictions: 3 early Week 7 bets to make right now

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Week 7 of the college football season brings us to a pivotal point, the midpoint for most programs and the first real chance to separate contenders from pretenders. By now, teams have enough data points to show who they really are, and oddsmakers have adjusted accordingly. That means value is shrinking as efficiency models sharpen.

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But for bettors who attack the openers early, there’s still an edge to be found before the lines adjust.

This week’s slate features a few intriguing angles: a potential rebound spot for a top-tier program, an underdog with an inflated number and a Group of Five team quietly in position to control a matchup.

Let’s dive into three early Week 7 plays worth grabbing before the market catches up.

(Odds courtesy of BetMGM.)

Appalachian State Mountaineers (-2.5, 56.5) at Georgia State Panthers

Georgia State is getting some love after holding James Madison’s potent offense to just 285 total yards in an impressive defensive showing. But before we crown the Panthers, it’s worth remembering who’s leading the offense: TJ Finley, a midseason scholarship addition who wasn’t even the starter when the season began. Against JMU, that offense managed just seven points and 249 yards — not exactly a breakout performance. Add in 15 penalties, and it’s clear that discipline and consistency remain major issues.

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Appalachian State, meanwhile, comes off a shaky defensive effort against Oregon State, where it gave up chunk plays through the air. But the Mountaineers still found a way to win, and it’s telling that this program has made a habit of bouncing back when the market sours on them. Their secondary should look far more comfortable against a Georgia State offense that ranks bottom-40 nationally in explosive plays and lacks the talent to exploit App State’s defensive weaknesses.

The matchup edge is on the Mountaineers’ side in the trenches, and with a steadier quarterback and cleaner execution, they should handle business here.

Bet: App State -2.5

Northwestern Wildcats at Penn State Nittany Lions (-21.5, 48.5)

Yes, we’re doing this again. After backing Penn State -24.5 last week in a shocking outright loss to UCLA, it’s fair to ask why anyone would return to that well. But this is exactly the kind of overreaction spot where value shows up.

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The market has overcorrected, fading Penn State too aggressively after two straight losses. Context matters: UCLA underwent major in-season staff and schematic changes, making prep and film work unusually difficult for Penn State’s defense. The result was a sluggish, confused start and a deficit they couldn’t erase. But despite the mess, the Nittany Lions are still significantly more talented and structured than Northwestern.

To illustrate: Oregon closed as a 24-point favorite at home against Northwestern last month (roughly +26 on a neutral), while Penn State sits at -21.5 at home this week (neutral +23.5). That implies only a 2.5-point difference between Oregon and Penn State, a gap that’s simply too narrow based on underlying efficiency metrics.

This is a “buy low” spot on James Franklin’s team. Expect urgency, sharper execution and a refocused defense.

Bet: Penn State -21.5

NC State Wolfpack at Notre Dame Fighting Irish (-22.5, 61.5)

Notre Dame is a quality team, but this spread feels bloated. The Irish beat Boise State 28-7 last week, a score that looks dominant on paper but was fueled by four Broncos interceptions. Strip away those turnovers, and Notre Dame’s offensive efficiency was ordinary at best.

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On the other side, NC State comes in healthier and quietly steady. Yes, injuries have hit the Wolfpack defense, but they handled their game against Campbell with ease and now face a Notre Dame offense that hasn’t been explosive in recent weeks. NC State’s defensive front should be capable of generating enough pressure to keep this within striking distance, and QB CJ Bailey provides enough mobility to extend drives.

My projections make this line closer to +17, meaning we’re catching over a field goal of value in a spot where Notre Dame may not have the offensive gear to create true separation.

Bet: NC State +22.5

Week 6 betting recap

  • Penn State at UCLA (early article bet: Penn State -24.5): Loss.

    • UCLA (+24.5) shocked the college football world with a 42-37 upset, becoming the first 0-4 team in 40 years to beat a top-10 opponent. The Nittany Lions’ offense was lifeless early and couldn’t recover.

  • Virginia at Louisville (early article bet: Louisville -7.5): Loss.

    • Virginia pulled out a 30-27 overtime win despite being outgained and limited to 237 yards. Two defensive scores made the difference as Louisville’s turnovers again proved costly.

  • Ohio at Ball State (early article bet: Ohio -14.5): Loss.

    • Ball State rallied late, scoring a go-ahead touchdown in the final minute to stun the Bobcats 20-14. Ohio was shut out in the second half.

  • Virginia at Louisville (Under 61.5): Winner.

    • Lost the Louisville -7.5 early week bet, so it’s nice to come out of this game 1-1.

  • Clemson at North Carolina (Over 46.5): Winner.

    • Clemson exploded for 28 points in the first quarter and never looked back, cruising past the total in a 38-10 rout.

  • Vanderbilt at Alabama (Under 55.5): Winner.

    • After a 14-14 halftime score, Vanderbilt was shut out in the second half while Alabama’s ground game ate clock, finishing well under the total at 30-14.

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Overall Week 6 record: 3-3 (0-3 on early article plays)

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