The Texas Longhorns enter the 2026 college football season as a legitimate national title contender, with quarterback Arch Manning returning under head coach Steve Sarkisian and a roster bolstered by key transfer portal additions.

With defensive coordinator Will Muschamp taking over that side of the football, optimism in Austin is sky-high. To remove any personal bias from a projection exercise, I turned to Twitter’s AI platform, Grok, and asked it to simulate the entire 2026 season for Texas, including a potential playoff run, statistical leaders, and the outcome of every game.

The results were about as optimistic as Longhorn fans could hope for.

Grok’s regular season projection

Grok sees the Longhorns as a preseason top-five team, with ESPN’s FPI ranking them No. 2 nationally. The schedule is demanding, featuring home games against Ohio State, Florida, and Ole Miss, a neutral-site matchup against Oklahoma in Dallas, and road trips to Tennessee, Missouri, LSU, and Texas A&M.

Despite that gauntlet, Grok projects Texas to finish the regular season 11-1, with the lone loss coming at LSU in a 27-24 heartbreaker on Nov. 14. The simulation has the Longhorns opening with a 45-10 blowout of Texas State, then picking up a signature 31-28 home victory over Ohio State on Sept. 12 in what Grok calls an “epic home thriller” where the defense seals it late.

Other notable results include a 28-24 road win at Tennessee, a 27-20 Red River rivalry victory over Oklahoma, and a 30-27 thriller at Texas A&M to close the regular season. Grok projects comfortable wins over Florida (38-17), Mississippi State (42-14), and Arkansas (45-21), with a tight 35-28 home win over Ole Miss mixed in.

SEC Championship and playoff run

In Grok’s simulation, Texas defeats the Georgia Bulldogs 34-28 in the SEC Championship Game to claim the conference title and earn a top-four seed with a first-round bye. The Longhorns then roll through the quarterfinals with a 42-20 victory before meeting Georgia again in the National Championship Game.

Texas comes out on top in the rematch, 28-24, finishing with a 15-1 overall record and a national championship.

Statistical leaders and key storylines

Grok projects Manning to throw for between 4,200 and 4,800 yards with 38 touchdowns and only nine interceptions in what the simulation labels a “Heisman-like campaign.” The transfer portal additions prove essential, with wide receiver Cam Coleman (transferred from Auburn) going for 1,250 yards and 12 touchdowns. Wide receiver Ryan Wingo finishes just under 1,000 yards with between eight and 10 touchdowns, forming a dynamic duo in the passing attack.

The running back room is led by transfers Hollywood Smothers and Raleek Brown, and they combine for between 1,600 and 2,000 rushing yards and between 18 and 22 total touchdowns. As a unit, the offense averages between 470 and 520 yards per game.

On defense, Colin Simmons records double-digit sacks, and the team as a whole finishes with between 40 and 50 sacks. In Muschamp’s first year running the defense, Grok categorizes the unit as a top-15 efficiency defense that is “opportunistic and physical.”

Can Texas finally reach its ceiling?

The through line of Grok’s simulation is that 2026 is when everything finally clicks for Sarkisian’s program. Texas has been a team on the cusp of doing great things under Sarkisian, but has been a few big plays shy of reaching its full potential. The transfer portal additions of Coleman and the running backs push the roster over the top, while Manning’s development into a championship-caliber quarterback provides the final piece. Whether Grok’s projection comes to fruition remains to be seen, but the pieces are in place for the Longhorns to make a serious run in 2026.