Early ATS Picks for Week 1 College Football – Best Bets Against the Spread

• The Week 1 college football schedule kicks off on Thursday and runs through Monday
• My early predictions exploit favorable mismatches and pure betting value
• Read below for my early ATS picks for Week 1 College Football and best bets against the spread

Week 1 of the 2026 college football season has arrived, bringing a fresh betting slate. The initial Associated Press Top 25 poll sets the early hierarchy, and the race for College Football Playoff positioning starts right now. I have my hands full navigating a board featuring massive home favorites, tempting road underdogs, and high-profile matchups with instant national implications.

Top-five heavyweights like No. 2 Oregon and No. 4 Notre Dame are laying heavy points to avoid early stumbling blocks against non-conference foes. Meanwhile, No. 7 Miami enters hostile territory as a road favorite against Stanford. The premier ranked showdown features No. 24 Louisville traveling to face No. 9 Ole Miss, providing a true measuring stick for both squads.

I am eyeing these matchups strictly from a betting angle, identifying where the smartest money is flowing before kickoff. Let’s dive into my early ATS picks for Week 1 College Football and best bets against the spread.

Early ATS Picks for Week 1 College Football

Jumping on these spreads early is critical to extracting maximum value before game day. Getting a full touchdown with a ranked underdog or laying under three full possessions with elite offenses allows me to beat the closing line. The college football public betting splits will inevitably push these numbers into less favorable territory, making early action paramount for my betting portfolio. Shop the number across the best college football betting apps before the market catches up.

Week 1 ATS Best Bet #1: Louisville +7 vs Ole Miss

Ole Miss boasts a high-flying air raid offense that averaged 36.1 points and 489.7 total yards per game. However, I love what Louisville brings to the field. The Cardinals featured a balanced attack last season putting up 29.6 points per contest, and they consistently lit the lamp with an elite 90.5% red zone efficiency rate.

Both defensive schemes generated heavy pressure, combining for 64 sacks. The Rebels are explosive, but the Cardinals’ superior red zone execution, pocket presence, and positive turnover differential (+2) make taking the points highly appealing. Claim your bet365 bonus code now to grab this early value.

• Pick: Louisville +7 (-114) at bet365

Week 1 ATS Best Bet #2: Notre Dame -20.5 vs Wisconsin

Notre Dame’s offense is a ground and pound juggernaut, averaging 41.5 points in 2025, while completing a stellar 48.1% of their third down conversions. They also heavily controlled the field position battle with a massive +13 turnover differential.

Conversely, Wisconsin enters with documented offensive struggles. The Badgers managed just 12.8 points per game last season with a dismal -10 turnover differential. While both units boast 30-plus sacks, Wisconsin’s turnover-prone offense has completely fallen off a cliff and will struggle in South Bend. I am laying the points. Claim your BetMGM promo code now to back the Irish.

• Pick: Notre Dame -20.5 (-111) at BetMGM

Week 1 ATS Best Bet #3: Oregon -24.5 vs Boise State

Both programs featured high-scoring offenses with stellar third down efficiency last season. Oregon converted at 46.5% rate and Boise State at 45.8%. The Ducks averaged an impressive 36.7 points and 452.2 yards per game, supported by a rock-solid +7 turnover differential.

Boise State scored 29.7 points per game but will struggle to match Oregon’s unrelenting firepower and superior defensive schemes at Autzen Stadium. With Oregon dominating the trenches, backing the Broncos here is like eating a dead cap penalty for your bankroll. Start betting with the Caesars Sportsbook promo code now to play this early line.

• Pick: Oregon -24.5 (-110) at Caesars Sportsbook