Predicting Upsets in College Football: A Deep Dive into Week 1 of the 2026 Season
As the 2026 college football season kicks off, the excitement is palpable, and the anticipation for upsets is at an all-time high. In this article, I'll be diving deep into the predictions for Week 1, analyzing the key factors that could lead to surprising victories for the underdogs. Get ready for a thrilling journey through the world of college football, where every game has the potential to be a game-changer.
Louisville vs. Ole Miss: A Test of Resilience
The first upset prediction takes us to the clash between Louisville and Ole Miss. Louisville, under the leadership of head coach Jeff Brohm, has been on a roll since Brohm's arrival in 2023. The Cardinals have a 4-3 straight-up record as underdogs, which is impressive, to say the least. Brohm's ability to turn around a team's fortunes is well-documented, and his impact at Louisville cannot be overstated. On the other hand, Ole Miss, led by Pete Golding, had a remarkable 2025 season, reaching the College Football Playoff semifinals. However, the Rebels have lost key players and coaching staff, which could leave them vulnerable in Week 1. In my opinion, Louisville's resilience and Brohm's tactical prowess make them a strong contender for an upset victory. The implied odds of +245 on Kalshi suggest that the market agrees, giving Louisville a 29% chance of winning.
San Jose State vs. Eastern Michigan: A Low-Major Showdown
Next up, we have a game between two low-majors, San Jose State and Eastern Michigan. San Jose State, led by quarterback Luke Weaver, showed tremendous fight against USC's backups in Week 0, which gives them a boost of confidence heading into Week 1. Weaver's performance was particularly impressive, throwing for 234 yards and two touchdowns while adding another 42 yards and a touchdown on the ground. Eastern Michigan, on the other hand, had a big Week 0 victory over Sacramento State, but the Spartans might be among the worst Group-of-6 schools in the country this year. In my view, San Jose State's resilience and Weaver's talent make them a strong favorite in this matchup. The implied odds of +138 on Kalshi give them a 42% chance of winning, which is well-deserved.
Florida State vs. SMU: A Hold-Your-Nose Pick
The next prediction is a hold-your-nose pick, as Florida State takes on SMU. The Noles are 3.5-point underdogs at home to an SMU program that has dominated the ACC since joining the conference. However, Florida State's unimpressive win over New Mexico State in Week 0 was an exaggeration, in my opinion. The Noles were in control for the entire game, posting significant gaps in success rate and EPA. SMU, on the other hand, has been on a roll, but their quarterback, Kevin Jennings, dealt with a finger injury in August and missed most of fall camp. I believe that Florida State's resilience and tactical prowess, combined with SMU's potential setbacks, make them a strong contender for an upset victory. The implied odds of +150 on NoVig give them a 40% chance of winning, which is a fair assessment.
Cal vs. UCLA: A Rebuilding Battle
The next prediction takes us to the rebuilding battle between Cal and UCLA. UCLA has been a darling this offseason with the arrival of former James Madison head coach Bob Chesney. However, the Bruins have brought in over 60 new players this season, including many from JMU, which could take time to gel. Cal, on the other hand, has the best quarterback in the game, in my opinion, and new head coach Tosh Lupoi is known as an excellent recruiter and talent evaluator. I believe that Cal's depth and experience, combined with Lupoi's leadership, make them a strong favorite in this matchup. The implied odds of +150 on Novig give them a 46% chance of winning, which is well-deserved.
Boston College vs. Cincinnati: A Turnover-Prone Battle
The final prediction takes us to the turnover-prone battle between Boston College and Cincinnati. Boston College, under the leadership of Bill O'Brien, has been trying to make things work in Chestnut Hill, but the hype around them has been lacking this offseason. Cincinnati, on the other hand, has a new quarterback, JC French, who replaced Brendan Sorsby this offseason after a turnover-prone stretch at Georgia Southern. French threw 20 picks over the last two seasons, which is a significant concern. In my view, Boston College's resilience and O'Brien's tactical prowess, combined with Cincinnati's turnover issues, make them a strong contender for an upset victory. The implied odds of +245 on Kalshi give them a 29% chance of winning, which is a fair assessment.
Broader Implications and Trends
These predictions highlight the importance of resilience, tactical prowess, and depth in college football. Teams that can adapt to setbacks and capitalize on their strengths are more likely to come out on top. The market's implied odds reflect the consensus, but it's essential to remember that upsets can happen in unexpected ways. The 2026 season promises to be an exciting one, with the potential for surprising victories and new trends emerging. As we delve deeper into the season, we'll see how these predictions hold up and whether the underdogs can continue to defy the odds.
In conclusion, Week 1 of the 2026 college football season is set to be a thrilling affair, with the potential for upsets at every turn. As an expert commentator, I encourage you to keep an eye on these predictions and remember that upsets can happen in unexpected ways. The world of college football is full of surprises, and the 2026 season is no exception. So, get ready for an exciting journey, and let's see if the underdogs can continue to defy the odds!
