Oregon State enters the 2026 season under first-year head coach JaMarcus Shepherd, marking a full rebuild after conference realignment left the Beavers with a limited schedule and heavy roster turnover. Fall camp opened with an influx of newcomers, notable weight changes across the lines, and ongoing evaluations at key positions including defensive backs. Questions remain around potential returns for players such as Jaheim Patterson and Van Wells, while the offense and defense both carry over issues from a difficult prior campaign. Early projections center on 4–6 wins, with a realistic path to bowl eligibility hinging on non-conference results against teams like Houston, plus matchups with Washington State and other G5 opponents. The wisdom of crowds reflected in current win-total pricing accounts for the transition challenges and limited depth against a schedule that offers few guaranteed victories.