2026 college football · Week 0 review · Draft 01

Football is back. So are the weird endings.

After eight months of roster spreadsheets, transfer updates and arguments about teams nobody had seen play together, college football finally gave us 13 straight hours of evidence.

Week 0 was a modest opening menu: eight FBS games, one ranked team, no top-25 matchup and several spreads that advertised the talent gap before kickoff. The football still supplied a Dublin upset, an FBS debut in a packed dome, a sold-out ACC rout, a comeback in Las Vegas and a scoop-and-score that flipped a cover with 72 seconds left. Plenty to enjoy, and just enough to tempt everyone into learning too much from one Saturday.

8FBS games
2–5ATS recommendations
5–0Totals recommendations
0Evidence of a pace slowdown

The opening read

The unders earned the headline.

All five published totals recommendations were unders, and all five won. Across the full eight-game slate, the totals model missed the final score by 7.94 points per game; the market missed by 9.53. The ATS model went the other direction, with 15.57 points of average error against 13.31 for the closing market.

Those are useful opening facts. They are not enough games to prove a new season rule. The review below separates rating misses from fourth-quarter substitutions, red-zone failures and the kind of defensive touchdown that can settle a ticket without teaching much about either offense.

NCAA Week 0 scoreboard and highlights ↗

The question everyone is asking

“So should I bet the under in every Week 1 game?”

A few Twitter posts made the same leap Saturday night. Five bets, five unders, five wins. The temptation is understandable.

We tested it. Blindly betting every lined Week 1 game under from 2021–25 went 144–96–1, a 60.0% win rate across 241 games. At a standard −110 price, that would have returned 34.9 units, or 14.5% for every unit risked.

Selecting only the unders where the All-Takes historical model found more than a one-point edge went 59–30. That is 66.3% across 89 bets and 23.6 units of profit—26.6% for every unit risked. The blanket strategy produced more total profit by placing almost three times as many bets. The selective strategy was considerably better each time money went into the market.

The year-by-year record also matters. The blanket under fell to 23–29 in 2023, while the selected unders were 7–7. Opening-week scoring can run low without making every under a good price. The Week 0 result supports taking this week’s best unders seriously; it does not support replacing the model with one button marked under.

See the current totals recommendations →Historical rolling replay against the archived multi-provider line proxy. Research results, not a live sportsbook record or a guarantee.
01

Dublin · North Carolina 15, TCU 10

North Carolina at TCU

15–10

Rain, the trip abroad and an opening-week game made the under easy; fourth down decided the margin.

TCU led 10–3 and then went scoreless for the final 49 minutes. The Horned Frogs still had two clean chances to rescue the game after halftime. A North Carolina fumble handed them the ball at the Tar Heels’ 24, but the drive died on fourth down at the 5. Their last serious possession lasted 15 plays and nearly eight minutes before another fourth-down stop at the 10. Turn either short field into seven and the final score tells a much different story.

The special-teams safety mattered just as much. A snap sailed over punter Jon Hoyet, who kicked it out of the end zone to limit the damage to two points. That gave North Carolina a 12–10 halftime lead without its offense earning the score. TCU also gave away 89 penalty yards to North Carolina’s 20 and lost a strip-sack fumble that set up the only points of the second half.

The All-Takes spread was still too confident. TCU closed as a 7.5-point favorite and lost outright, while the model’s final line was even steeper. The under was the cleaner read. Rain became a second-half downpour, the forecast moved the model down by roughly a point, and the game finished 22 points below the published total. Weather appears to have hurt TCU’s passing game more than North Carolina’s, but it did exactly what the totals case expected to the game as a whole.

What travels to Week 1

A bad side, a strong total, and enough red-zone variance to keep this from becoming a sweeping TCU downgrade.

North Carolina game recap and box score ↗
02

Los Angeles · USC 42, San José State 26

San José State at USC

42–26

USC was on pace to cover until its backups joined the game.

For three quarters, the large power-rating gap looked reasonable. USC led 28–0 at halftime and 35–3 entering the fourth. Jayden Maiava completed 25 of 29 passes for 286 yards and two touchdowns, and the Trojans scored on four of their first five possessions. That was the version of the matchup behind an All-Takes line a little north of USC −40.

Then the game changed personnel and character. San José State outscored USC 23–7 in the fourth quarter, produced 119 yards in the period and finished with three straight touchdown drives. Backup quarterback Jonas Williams threw an interception that gave the Spartans a short field for their last score. San José State finished with 336 yards and no turnovers, a respectable offensive day obscured by the 28–0 start.

The ATS loss counts at the closing −37, and a model that recommends a huge favorite owns the risk that the favorite stops playing its first unit. Still, the final margin is a poor summary of the starting-lineup matchup. Cover 3’s refusal to chase a number that had already climbed was the sharpest pregame stance. This game belongs in the future study of fourth-quarter rotation and garbage-time exposure, especially for favorites laying five touchdowns.

What travels to Week 1

The rating gap survived the first-team portion of the game; the bet did not survive the rotation pattern.

San José State game recap and box score ↗
03

Charlottesville · Virginia 34, NC State 8

NC State at Virginia

34–8

Virginia supplied the afternoon’s cleanest answer.

Virginia scored the first 24 points, outgained NC State 413–168 and held the Wolfpack without a first down until their fourth possession. Beau Pribula was the matchup problem the board anticipated: 110 rushing yards on 15 carries, plus 155 yards and two touchdowns on 9-of-11 passing. Xavier Brown’s return from an ACL injury added two first-half touchdowns.

The Cavaliers’ defense turned a competitive conference opener into a rout. CJ Bailey finished 12 of 23 for 84 yards, his first sub-100-yard passing game in 23 career starts. Virginia forced two early turnovers and, after NC State finally scored, answered with a 23-play drive that burned 12:15 and converted four fourth downs.

This was the one game where the All-Takes side and total fit together without drama. Virginia −4 covered before halftime, and the 34–8 final stayed below 51.5. SP+ also had Virginia by 5.9, while Cover 3’s full-game and first-half unders both won. The miss came from the pro–NC State side of the board, including the Wolfpack spread and moneyline plays.

What travels to Week 1

A full-strength model win: side, total, matchup logic and game script all agreed.

Virginia game recap and box score ↗
04

Fargo · North Dakota State 33, Jacksonville State 7

Jacksonville State at North Dakota State

33–7

North Dakota State dominated its first FBS game.

North Dakota State opened its FBS era with a 75-yard touchdown drive and eventually controlled the ball for more than 36 minutes. Jacksonville State answered once to tie the game at 7, then managed only 85 rushing yards and 85 passing yards. The Bison held the Gamecocks to 2 of 10 on third down and kept them scoreless after the first quarter.

The decisive stretch arrived around halftime. Jacksonville State failed on fourth-and-1 at the NDSU 12 with a chance to cut into a 10–7 deficit. The Bison drove 88 yards the other way and scored with 18 seconds left. A third-quarter interception produced a field goal, and a botched snap became an NDSU touchdown 18 seconds later.

The final All-Takes board passed the side when the model settled near the market’s NDSU −7. The under 46.5 won with room. Cover 3’s first-half NDSU −3.5 also won, and SP+’s NDSU-by-9.5 direction was right. The useful signal is less about a generic FCS-to-FBS rule than the Bison’s line play, depth and ability to run their offense in their own building.

What travels to Week 1

Good restraint on the side and a correct read on the game’s offensive ceiling.

North Dakota State game recap and box score ↗
05

Ypsilanti · Eastern Michigan 28, Sacramento State 17

Sacramento State at Eastern Michigan

28–17

Sacramento State’s offense could not capitalize on the work done by its defense.

Sacramento State’s first FBS game stayed scoreless through the first quarter, then Eastern Michigan found the game’s explosive plays. Noah Kim escaped pressure for a 40-yard touchdown pass, and a strip sack handed the Eagles a two-yard scoring drive. EMU led 21–10 at halftime and finished with an 11-point win despite rushing for only 69 yards.

The Hornets’ best moments came outside their offense. A blocked punt set up a field goal, and Xavier Williams returned a fumble 29 yards for a touchdown. Sacramento State finished with 270 total yards; 221 came through the air, and its conventional offense produced only one touchdown before the closing minutes.

Sacramento State +9 was a published All-Takes recommendation, and it missed the cover by only two points. The public side model made Eastern Michigan a 4.2-point favorite, while the contest forecast had EMU by 7.8; the Eagles won by 11. The contest prediction was therefore only 3.2 points off the final margin, a respectable opening-game forecast. SP+ made EMU a 10.8-point favorite, almost exactly the result, and Cover 3 landed both Eastern Michigan −9.5 and Sacramento State’s team total under 21.5. All-Takes also had the low-scoring environment right with under 53.5.

What travels to Week 1

A narrow ATS loss with a reasonably accurate contest margin; the offense is worth watching before drawing a larger conclusion.

Sacramento State game recap and box score ↗
06

Tallahassee · Florida State 34, New Mexico State 17

New Mexico State at Florida State

34–17

Florida State was fine for an opener and poor for a 31-point favorite.

New Mexico State’s opening drive lasted 6:47 and reached the end zone before an interception erased it. Florida State’s first apparent touchdown was wiped out by a penalty, and the Seminoles settled for a field goal. Those possessions established the evening’s pace: FSU stayed in control, but the talent gap never turned into the avalanche the spread required.

The Seminoles finished with 419 yards, including 232 on the ground, went 6-for-6 in the red zone and held New Mexico State to 47 rushing yards. Ashton Daniels completed 17 of 27 for 202 yards with one touchdown and one interception. That is competent opening-night football. A 17–7 halftime lead and 34–17 final remain underwhelming against an opponent priced as five touchdowns worse.

This is the clearest All-Takes side error of Week 0. The model made Florida State roughly a 38-point favorite, even more aggressive than the −31 market, and FSU never threatened the cover. SP+ and two Cover 3 hosts also laid the big number. Dimers had the useful dissent, taking New Mexico State +30.5. The lesson is to be more cautious about the precision of an enormous projected margin; the broader historical sample does not support automatically fading first-game favorites.

What travels to Week 1

Florida State won comfortably, but the side overstated how easily a rebuilt offense would turn superiority into points.

Florida State game recap and box score ↗
07

Stanford · Stanford 37, Hawai‘i 27

Hawai‘i at Stanford

37–27

Hawai‘i delivered the ATS board’s baddest beat of the week.

Stanford built a 23–7 lead before Hawai‘i scored three fourth-quarter touchdowns and went ahead 27–23. Davis Warren then drove the Cardinal back in front, with Micah Ford’s third touchdown making it 30–27 with 1:41 to play. At that moment Hawai‘i +5 was still a winner.

On the next possession, Tevarua Tafiti returned a fumble 31 yards for a touchdown with 1:12 left. The defensive score changed a three-point game into a 37–27 final and flipped the ATS result without Stanford’s offense touching the ball again. That is a bad beat in the ordinary football sense, even though the ledger correctly records it as a loss.

The rest of the board captured the disagreement. Blue Chip’s Stanford −2 model line supported taking five with Hawai‘i and was close to the margin before the return. Dimers backed Stanford −3.5 and got paid by the final score. Cover 3 passed after the line moved toward Hawai‘i. All-Takes also passed the total, which was wise: a 20-point Hawai‘i fourth quarter and a defensive touchdown pushed the game to 64.

What travels to Week 1

The process survives this loss better than the ticket; the scoop-and-score should be tagged as variance, not erased.

Stanford game recap and box score ↗
08

Las Vegas · Memphis 27, UNLV 21

Memphis at UNLV

27–21

The late game delivered the board’s broadest agreement and its best result.

Memphis trailed 14–7 at halftime, then scored 17 points in the third quarter and shut out UNLV in the fourth. Marcus Stokes threw for 223 yards and two touchdowns in his first FBS start, Jaylin Carter ran for 97 yards and a score, and the Tigers’ defense sacked Jackson Arnold six times.

The game turned as Memphis’ front took over. UNLV scored on its first two second-quarter possessions and once in the third, then its final four drives ended with a punt, turnover on downs, punt and turnover on downs. Memphis took its first lead with 44 seconds left in the third and protected it without needing another touchdown.

All-Takes took Memphis +4.5 and under 56.5; the Tigers won outright and the game finished at 48. Cover 3’s Memphis moneyline sprinkles at +167 were even better. Punt & Rally’s UNLV −4 projection still put Memphis inside the market number and supported the underdog. This was the cleanest example of the board finding both the more valuable side and the right scoring range.

What travels to Week 1

A strong side, a strong total and a game script that confirmed the line-of-scrimmage case.

Memphis game recap and box score ↗

The Week 1 decision

What changes for Week 1? Very little.

Week 0 found questions worth tracking. The historical checks do not support a rushed production change before the larger Week 1 slate.

01 / Totals

Keep the first-game adjustment in shadow mode.

In 212 games from 2021–25 where both teams were truly playing their first game, the challenger improved total error by about 0.17 points in the affected games and less than 0.01 across the full slate. It helped in three of five seasons, short of the stability required for promotion. Week 1 totals stay unchanged.

02 / Pace

The games did not run slower.

Week 0 produced 11.31 possessions per team and 131.25 plays per game. Comparable 2024 season openers averaged 11.27 possessions and 130.97 plays. The under results came from efficiency and game events, not a detectable pace collapse.

03 / Large spreads

Track rotation risk without inventing a first-game veto.

Historical Week 1 replay favorites of at least 28 points went 17–6 ATS when both teams were opening. Exact model margins became mildly aggressive as spreads grew, and the archive has no comparison at Ohio State’s current −50.5. That calls for humility about precision, not an automatic fade of large favorites.

04 / ATS

Florida State deserves the hardest look.

TCU had two empty red-zone trips, USC led by 32 before its backup quarter, and Hawai‘i covered before a defensive touchdown. Those losses still count, but they do not point to one shared model defect. Sacramento State missed the spread by two and the contest margin by 3.2, which is hardly a major forecast failure. Florida State’s enormous projected margin was the clearer football miss.

See the Week 1 ATS recommendations →

Recordkeeping note

The board stays frozen.

Results are graded against the published All-Takes take and its recorded line. Week 0 and Week 1 use the documented last-model-only fallback; the first-versus-final model archive begins with Week 2. A pass remains a pass, and a late-game explanation never changes a loss into a win.

Game facts and box-score details link to official team recaps. The historical first-game and large-spread samples are research checks, not claims that the next game will follow the sample average.