Omar Daniels scooped up a loose ball in Durham last October and ran it 95 yards, a Georgia Tech school record, for a first-quarter touchdown; the Yellow Jackets then held Duke to 116 yards on its first four possessions after halftime and won 27-18, with Darian Mensah's 373 passing yards doing Duke no good at all. The year before that, in Atlanta, Georgia Tech trailed 14-10 entering the fourth quarter and scored 14 unanswered points on Haynes King touchdown passes to Jamal Haynes and Eric Singleton Jr. to win 24-14, ending Duke's seven-game winning streak. That is five straight in the series for Georgia Tech, and Brent Key is 3-0 against Duke in his career, 2-0 against Manny Diaz. Duke kicks off at Bobby Dodd at 3:30 p.m. ET Saturday on ESPN2, and the thing to understand about this one is that the records have almost nothing to do with the discomfort.
Duke is 4-0 and has won eight consecutive games dating to last season, its longest streak since 2013, the most recent being a 62-7 demolition of William & Mary that produced Duke's highest point total since a 67-0 win over Richmond in 1949. ACC media picked Duke 10th in the 17-team league in the preseason, and a month in that looks silly. The model gives Duke a 62% chance in Atlanta. A win pushes the league title-game number to roughly 19%, against about 5% if Duke loses; the playoff branches are 5.7% with a win and 1.6% without. Neither branch settles the season, but a loss in Atlanta would knock the ACC title-game path down to a rounding error a month before the Miami and NC State trips.
Sheppard is the piece Duke hasn't had in this series
Nate Sheppard set Duke freshman records last year with 1,132 rushing yards and 11 touchdowns while catching 37 passes. Duke's surest way to end this streak is to make him the whole afternoon, and Georgia Tech's run defense has been leaking at the edges all season. Key said after the Mercer game that his run defense was still a major work in progress and that the unit was "misfitting things," and after the Tennessee game he described interior defenders who make a play or two while support vanishes when runners bounce outside. After Mercer ran for 188 yards on Georgia Tech with six runs of 11 or more yards, continuing a run-defense problem that had allowed 299 yards to Tennessee the previous week, Key added that you can't play run defense without setting edges.
So watch Duke's first few series for perimeter runs and whether Sheppard is getting to the sideline untouched. Diaz called the Tulane opener an identity win and said Duke imposed itself on both lines of scrimmage; against Georgia Tech it has to hold after halftime, which is precisely where this series has gotten away from Duke before.
The rebuilt front meets a patched offensive line
Duke returned no starter on its defensive line this season, which made the Stanford game the most encouraging three hours of the year. The new front sacked Davis Warren four times with five tackles for loss, Tyshon Reed Jr. and Kevin O'Connor each posting career-high two-sack days, and O'Connor's strip-sack ending in a Kendall Johnson recovery. Georgia Tech, meanwhile, has offensive line starters Ethan Mackenny and Jameson Riggs, defensive end Jordan Walker, linebacker Kyle Efford, and essentially its whole cornerback rotation, Jaylen Mbakwe, Savion Riley, Daiquan White, listed out or questionable on recent reports. Running back Malachi Hosley was ruled out of the Stanford game with an undisclosed injury.
Temper the pass-rush optimism slightly. Duke's 2025 defense generated 24 takeaways and 6.6 tackles for loss per game under this same scheme but also surrendered 276.8 passing yards per game, 132nd nationally, and Duke's new front produced no sacks at all at Illinois. Pressure is the thing that hides the coverage. If it shows up again, Georgia Tech's patched line is the softest place on the schedule to find it.
And the part nobody has seen yet
This is Duke's first true ACC road trip of 2026. Three of the first four were at home; the lone trip was the non-conference win at Illinois, where Duke ended the Illini's 10-game nonconference winning streak, absorbed two separate 75-yard touchdown drives and still won, Diaz's 11th one-score win at Duke.
Wake Forest at NC State: root for NC State
This result carries a 2.0 percentage-point impact on Duke's conference-title-game probability.
Noon ET on The CW Network, and it's worth a glance between coffees. Wake Forest is a league rival whose conference record counts directly against Duke's path to Charlotte, so an NC State win helps. Duke's title-game odds sit near 15.1% in the branch where NC State wins and 13.1% in the branch where Wake Forest does, a difference of about two percentage points. NC State is the home team and roughly a 41% proposition, so this is a pleasant surprise if it lands rather than something to build the afternoon around. Duke visits NC State in Week 10 and Wake Forest in Week 13, so the loser of this one is a problem Duke still has to solve itself.
Full numbers and the rest of the slate are in the interactive guide, and the simulation behind them is explained in the methodology.