CFB Week 0 Betting Guide: Spreads, Totals and Best Bets for TCU-UNC, USC-San Jose State, Memphis-UNLV

College football’s Week 0 slate is a small appetizer before the sport dives headfirst into a massive Labor Day weekend, but the eight games on tap this Saturday are stacked with betting angles worth digging into. Bill Belichick makes his college head-coaching debut on a neutral field overseas, Lincoln Riley opens a pivotal Year 5 at USC as a lopsided favorite, and two rising Group of Five programs collide in a game some are already calling a preview of this season’s playoff push at the mid-major level. None of the preseason top 10 (Ohio State, Oregon, Georgia, Notre Dame, Texas) plays this week, which puts a premium on finding value in the undercard. Here’s the sharp breakdown on four of the weekend’s most bettable matchups.

TCU-North Carolina in Dublin: How Much Belichick Buzz Is Priced In?

The Aer Lingus College Football Classic at Aviva Stadium carries the week’s biggest storyline — Bill Belichick’s first game as a college head coach, six-time Super Bowl winner making the leap to Chapel Hill — but the number on the board says the market isn’t buying a fairytale debut. TCU opened as a touchdown favorite and has held right around that mark across most books, with lines ranging from -6.5 to as high as -9.5 depending on the shop, and the total sitting anywhere from 46.5 to 47.5. Moneyline pricing has TCU anywhere from roughly -300 to -355, with UNC priced between +251 and +284 to spring the neutral-site upset.

That’s a notably wide spread of numbers for a game kicking off in a matter of hours, which tells you DraftKings Sportsbook and its competitors are still working through how much weight to put on a first-year coaching staff running a completely new scheme against a TCU team that returns real continuity on both sides of the ball. Prediction markets have leaned even harder toward the Horned Frogs than the sportsbooks — Kalshi had TCU’s win probability sitting around 74%, which is actually a touch lower than the vig-stripped implied probability off some of the shorter moneyline prices, suggesting bettors see this as competitive-but-comfortable rather than a blowout.

With a neutral field, an ocean crossing, and a first-time head coach all working against North Carolina, the smart read here is that the number is fair — not a trap in either direction. Fading a full touchdown-plus favorite in a spot with this much unknown volatility around UNC’s identity is defensible, but so is trusting TCU’s roster continuity to hold up against a team still finding itself.

USC Opens as Historic Favorite Against San José State

Lincoln Riley enters a make-or-break Year 5 at USC off a 9-4 finish in 2025, and the Trojans — appearing at No. 14-15 in the preseason AP poll — open at home against a San José State team getting buried by the number. Lines have moved throughout the week, but USC is sitting anywhere from -35.5 to -39.5 depending on the book, with the total in the 60-61.5 range. Some shops have USC’s moneyline priced as high as -100000, effectively pricing this as a near-certainty.

The number is backed by real returning production. Quarterback Jayden Maiava is back after throwing for 3,711 yards, 24 touchdowns and just 10 interceptions in 2025 — numbers that led the Big Ten and had him finish top-five nationally in passing yardage. Riley himself is 9-0 in season openers as a head coach, and USC’s all-time record in home openers sits at a staggering 104-19-7. San José State, by contrast, is walking into the Coliseum as a massive underdog with essentially nothing beyond spoiler motivation to lean on.

For bettors shopping a FanDuel promo code or comparing lines elsewhere, the relevant question isn’t who wins — it’s whether USC covers a number this large against an outmatched Mountain West opponent, and where the total lands with a Riley offense that’s shown it can hit 60+ combined points in mismatches like this. The total, not the spread, is where the sharper value likely sits this week.

Memphis-UNLV: A Group of Five Measuring Stick Under the Lights

Kicking off at 10 p.m. ET at Allegiant Stadium, Memphis-UNLV is being billed as a potential preview of this season’s playoff race at the Group of Five level, and the number reflects a genuinely competitive game rather than a mismatch. UNLV opened as a favorite in the 5.5-to-6.5-point range depending on the book, with moneyline pricing around -220 to -235 for the Rebels against Memphis prices in the +180 to +190 range. The total has settled at 56.5 to 57.5, among the highest of the week’s slate — a sign both offenses are expected to move the ball.

Both programs enter with legitimate expectations after solid 2025 campaigns, and this is exactly the type of early-season, high-total, single-digit-spread game that sharp bettors circle — the number is tight enough that recent-form edges and situational factors (Las Vegas neutral-ish setting for UNLV as the true home team, late kickoff, national FOX audience) can meaningfully move the needle. With the total pushing toward 57, the over/under angle may carry more value than picking a side outright, given how evenly the spread has been priced across multiple sportsbooks.

Florida State-New Mexico State: A Rebuild Opener With a Wide Number

Florida State’s 2026 season-opener at home against New Mexico State isn’t drawing much betting interest on the outright result — the Seminoles are massive favorites, with the spread ranging from -28.5 to -31.5 depending on the book and moneyline pricing as extreme as -8000 to -10000. The total sits in the low 50s (52.5 to 53.5), a notably modest number for a game with this kind of point-spread gap, which suggests the market expects Florida State’s offense to do most of the damage while New Mexico State struggles to move the ball at all.

This is a true rebuild-opener spot for FSU, and lines this lopsided usually come down to garbage-time management more than competitive doubt. The total is the more interesting angle than the spread here — a number in the low 50s against a team favored by 30 implies books expect FSU to ease off the gas once the game is decided rather than pile up style points, which is worth weighing against any Under lean.

This Week’s Best Bets

Across a light Week 0 slate, the sharpest angles come from totals and situational spots rather than chasing lopsided favorites. Here’s how this week’s numbers stack up.

• TCU-North Carolina: TCU -7.5 (shop for the shorter number closer to -6.5)
• USC-San José State: Lean toward the total given USC’s offensive firepower and Riley’s opener history
• Memphis-UNLV: Over the total (56.5-57.5) in a spot with two competent offenses and a tight spread
• Florida State-New Mexico State: Under the total given the expected garbage-time script

With no ranked-versus-ranked matchups this week, value is more about finding soft numbers than picking obvious winners — and this slate has plenty of them before the sport’s biggest names take over next weekend.