ATLANTA -- Justin Thomas threw an 81-yard touchdown pass to Marcus Marshall on the first play of the game, Dedrick Mills ran for three touchdowns and Georgia Tech beat Vanderbilt 38-7 on Saturday, holding the Commodores scoreless in the final three quarters.
Mills ran for 58 yards with touchdown runs of 15, 4 and 5 yards. His last two scoring runs came in the third quarter, when Georgia Tech extended a 17-7 halftime lead.
Thomas threw for 136 yards and ran for 84 yards before sitting out the final quarter as Georgia Tech (3-0) remained undefeated against Vanderbilt (1-2) since World War II.
"Today was our day," Thomas said.
The Yellow Jackets gained momentum for Thursday night's visit from No. 5 Clemson as they won their sixth straight game in the series and improved to 12-0-1 against the Commodores since 1941.
Vanderbilt was held to 275 total yards, including 69 yards rushing on 18 carries by Ralph Webb, who led the Southeastern Conference in rushing through two games.
The Commodores were held to 85 yards rushing while averaging only 2.8 yards per carry.
Vanderbilt coach Derek Mason gave credit to Georgia Tech defenders for looking "sort of like popcorn" as they shed blockers.
"A guy was on a block and all of a sudden got off a block and our back would have to change direction," Mason said.
"We weren't expecting that big play out the gate for them, but they scored fast and we had to come back and score fast," Lipscomb said.
Mills, a freshman, had the game-winning touchdown in Georgia Tech's season-opening win over Boston College but was held out of last week's win over Mercer as punishment for an undisclosed violation of team rules.
"Sitting out last week made me think a lot," Mills said. "It hurt my team."
VANDERBILT: The Commodores were held to one touchdown for the second time in three games. Vanderbilt opened with a 13-10 loss to South Carolina before beating Middle Tennessee 47-24. Webb was effective at times but had too little help. Vanderbilt's defense was fooled too often on late option pitches by Thomas.
GEORGIA TECH: The Yellow Jackets already have matched their win total from 2015, when they finished 3-9. The offense struggled at times in a 17-14 win over Boston College to open the season but has since gained momentum. It was no surprise to see the spread option attack produce 289 yards rushing.
VANDERBILT: The Commodores will be looking to make up for last year's 14-12 home loss to Western Kentucky when they face the Hilltoppers in Bowling Green, Kentucky.
GEORGIA TECH: The Yellow Jackets will have a quick turnaround but at least won't have to travel before playing No. 5 Clemson on Thursday night. The Tigers have won three of the last four in the series, including a 43-24 win at Clemson last season. Georgia Tech took a 28-6 win in 2014, the last time the game was played at Bobby Dodd Stadium.