Oklahoma’s 4th congressional district maintains a pronounced Republican tilt, reflected in its PVI near R+22 and consistent historical margins exceeding 30 points for the GOP nominee. Incumbent Tom Cole, who secured his party’s nomination with 71% in the June primary, holds substantial fundraising and institutional advantages over Democratic nominee Mitchell Jacob and independent Rocco Bonacci. Forecasters across Cook, Inside Elections, and Sabato rate the contest Solid or Safe Republican, aligning with trader pricing that clusters most heavily on Republican victory margins of 25–35 points while assigning Democrat win odds below 4%. With the general election two days away and no late public polls or campaign developments altering the fundamentals, the market consensus tracks the district’s baseline partisan lean and Cole’s established performance in prior cycles.