Why Week 1 Is a Trap for Favorites

Texas vs. Ohio State. Huge game, and already a possible National Championship preview. What a way to kick off Week 1 of NCAA Football.
But with the Longhorns-Buckeyes line so tight, floating at around +/-1 all week, it’s tough for sharps to spot an edge.
Overall though, early season NCAA action gives Lucky Rebel betting fans plenty of other spots to find value.
There are hidden risks for many college football favorites in Week 1. New coaching staffs. Freshmen who are either too green or ready to take a starting spot away from a senior. And of course the transfer portal, which has more players moving around every offseason than ever.
All that plus lines that are based on last year’s numbers? It’s a great week for underdog value.
No Film, No Flow: The Early-Season Blind Spot
College football coaches pretty much need a complete software upgrade every new season. They have to manage so many moving parts – new players, new systems, new playbooks.
And they need to do it all with game film that is highly limited. Long gone are the years where a coach could look at an opponent’s film from the previous season and know that 50-75% of that team’s players are coming back to face them again. Whole new ball game now.
All that chaos? It breeds unpredictability. Lucky Rebel sharps know this.
Public Money vs. Sharp Money
Oddsmakers are in the same boat as many NCAA Football coaches in Week 1. They are mainly going off last year’s data to create the lines.
Casual bettors are in the same spot too. Not only do they have a data disadvantage, but they’re also blinded by the big, high-profile favorites. Emotions can mess up bets, especially when there isn’t much data to back them up.
Sharps know that in the middle of this chaos, they can spot undervalued underdogs to maximize their chances. Especially early, before the oddsmakers shade the lines to balance the books and capture the public cash that’s pouring in on the favorite during the week.
The sharp money can cause line movement by spotting market inefficiencies and fading the public consensus. The public money stays with hype and safe names.
ATS Records for Week 1 Underdogs (Past 10 Seasons)
Week 1 is a solid week to cash in on college football underdogs. Bottom line.
Over the past 10 seasons, they’ve covered 54-56% of the time on Week 1 NCAA Football matchups.
We know that the big schools bring all the hype. The media shows up on campus at the majors way more than at smaller schools. Guys like Arch Manning become household names by playing at Texas, not Texas Tech.
But smart money looks at the smaller schools with a good program and solid track record. Vanderbilt is 7-2 ATS in their last 9 opening weekends. Same with schools like Georgia Southern (6-1 ATS in their last 7 Week 1 games) and Syracuse (5-2).
Notable Week 1 Bleeds: Favorites Who Fell Flat
TCU getting shocked 45-42 Colorado back in 2023 was one of the bigger recent upsets we’ve seen, and it was the game that launched Coach Prime and Shedeur onto the college football map.
The tools that Shedeur Sanders had were underestimated by the books, and the betting public hadn’t yet factored in all the moves that Deion made to bring way more talent to the team. He brought in 68 scholarship players that year. One look at that, and the huge 21.5-point spread for the favorite TCU, and smart money had a field day.
Clemson getting dunked on by Duke that same season was similar. The #9-ranked Tigers were comfortable 12.5-point favorites leading up to kickoff, but the Blue Devils scorched them 28-7. All the warning signs were there, which we’ll get to in a minute.
Betting Smarter in Week 1
Inflated lines are the biggest Week 1 factor for kicking off the season with W’s on your bet slips.
Either the sportsbooks have purposely inflated them to catch all the hype, or they genuinely misprice them because of the lack of real data this early in the year.
No matter the reason, smart money can capitalize.
This week, check Alabama (-13.5) against FSU. The Crimson Tide are a big brand, but they were 52nd in run defense last season and also got shocked by Oklahoma and Vanderbilt last year, both unranked teams.
Plus, that transfer portal can’t be underestimated. FSU picked up BC running back Tommy Castellanos, a punishing rusher who could shrink that double-digit spread against a soft run D.
You can also look at bet spread on place like Action Network. A heavy ticket count (bet percentage) on one team but more cash on another suggests that informed smart money bettors see value on the less popular side.
A lopsided bet percentage against money percentage could mean the sharps are fading the popular favorite.
Situational Awareness Beats Name Value
That Clemson-Duke game offered a bunch of the signs that Lucky Rebel NCAA Football players can look for.
Inflated lines? Generally any double-digit lines in Week 1 are worth a closer look. Sure, a number of favorites will still roll, but it’s the clearest starting point to spot value.
Clemson was rolling out a new offensive scheme that season too – big red flag. The preseason doesn’t offer enough time to get a new scheme completely down, and mistakes can follow. Three of them in the red zone helped Duke keep Clemson’s points off the board, including a blocked field goal. Sure, blocked kicks are a bit messy to bet on, but it shows how Week 1 chaos can be exploited when you see point spreads that are too big.
Then there’s the big QB factor. Riley Leonard was a big pick-up for Duke two seasons earlier and was a prime talent by 2023. He punished the Tigers for 273 total yards. Returning QB’s provide Week 1 stability compared to quarterbacks who just arrived.
Another situational awareness tip: The transfer portal brings all kinds of hope to smaller programs sometimes. Look for talented players who moved in the offseason to become a bigger fish in a small pond. They might not be priced in just yet, and sharps might spot the edge before the books do.
There are 258 schools in D-1 football. Even the sharpest books can’t track them all for max efficiency.
The moral of the story: big name teams might still end up at the top, but they can be vulnerable early as they’re still getting it all together.
Look at the lines, not the logos.