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WhatIfSports college football Week 1 predictions: Florida State tops Ole Miss
Ole Miss Rebels

WhatIfSports college football Week 1 predictions: Florida State tops Ole Miss

Published Dec. 24, 2016 8:29 p.m. ET

Each Monday, WhatIfSports.com's college football simulation engine generates predictions for every Division I FBS game for the coming week. Our highly sophisticated algorithms simulate every play of every game to produce each team's likelihood to win. 

2015 in Review

There were 870 games during the 2015 college football season that involved at least one FBS program, and WhatIfSports generated predictions for all of them. In regular season and conference championship games, the college football simulation engine accurately predicted 663 out of 829 games (80.0 percent success rate). When looking at AP Top 25 teams only, the record was 249-60 (80.6 percent). In conference championship games, the engine was a perfect 8-0.

During bowl season, the simulation engine was 27-14, accurately predicting each College Football Playoff Semifinal, but missing the National Championship prediction.

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For more on our 2015 performance, view our week-by-week accuracy, including Game of the Week and Upset picks.

Week 1 Top 25 vs. Top 25 Matchups

No. 3 Oklahoma vs. No. 15 Houston

Tom Herman took Houston to new heights in his first year as the head coach. The team went 13-1 and beat Florida State in the Peach Bowl. This year, Herman's dual-threat QB, Greg Ward Jr., is back. However, top receiver Demarcus Ayers is with the Steelers now. As for the Sooners, Baker Mayfield and Co., lost twice last season. Both defeats came when Oklahoma scored only 17 points. They averaged 43.5 points per game (fourth-best). Don't expect a low-scoring affair in this one as both teams know it's a long crawl back from a Week 1 loss.

According to our simulations, the Sooners win this matchup 54.5 percent of the time by an average score of 27.5-26.3.

No. 18 Georgia vs. No. 22 North Carolina

It's a new regime for the Bulldogs as Kirby Smart will get his shot at the place where he started. Smart was an administrative assistant in 1999 for Georgia and will now lead the 'Dawgs out of the tunnel as the head coach. The big news for the offense is that Nick Chubb was cleared to play. He suffered a leg injury in October and has been on the road to recovery ever since. The Tar Heels' ground game is stellar, too. Junior Elijah Hood rushed for 1,463 yards and 17 TDs last year. Also, Mitch Trubisky will finally get his opportunity to run the North Carolina offense. He filled in when Marquise Williams struggled and did a fine job.

When the dust settles, Georgia wins 52.0 percent of the contests by an average score of 28.6-28.1.

No. 20 USC vs. No. 1 Alabama

You gotta love when two big programs like USC and Alabama collide in Week 1, instead of those prototypical "tune-up" games. The Trojans and Tide meet in Jerry's World, where Nick Saban's boys started the 2015 regular season campaign. Last year, they beat Wisconsin, but this team is without stud running backs Derrick Henry (Titans) and Kenyan Drake (Dolphins). Bo Scarbrough is the new name to learn in the Bama backfield. He averaged 5.8 yards per carry (18 attempts) as a freshman. USC's leader from last season, Cody Kessler, is currently with the Browns. However, his favorite target from 2015, JuJu Smith-Schuster, is back. He caught 89 passes for 1,464 yards (16.3 yards per catch) and scored 10 TDs.

After the numbers were crunched, Alabama won this opener 61.9 percent of the time by an average score of 27.8-24.5.

No. 11 Ole Miss vs. No. 4 Florida State

It's Monday Night Football of the college variety this week as the Rebels travel to the Sunshine State to take on the Seminoles in Orlando. We have a couple of dark horse Heisman candidates in this one. Chad Kelly threw for over 4,000 yards last year for Ole Miss. His offense averaged 40.8 points per game, too. However, Kelly's favorite target, Laquon Treadwell is a Viking. The Noles have Dalvin Cook to lean on for the running game. He tallied 1,691 yards (7.4 yards per rush) and scored 19 rushing touchdowns. They'll need Cook to carry the load now that freshman Deondre Francois has been named the starting quarterback.

FSU defended its home state 53.4 percent of the time by an average score of 28.7-27.8

Week 1 Upset Pick

Toledo (+3) at Arkansas State

I'm a product of the University of Toledo, so I always keep tabs on the Rockets. After Matt Campbell left for Iowa State, Jason Candle moved up the ladder into the head coaching role. Kareem Hunt is still the bell cow for Toledo. He rushed for 973 yards last year and scored 12 rushing touchdowns. Our predictions have Hunt and the rest of the Rockets shocking Arkansas State 58.0 percent of the time by an average score of 30.0-27.4.

College Football Week 1 Predictions
Matchup Win % Avg. Score  
William & Mary Tribe 5.0 6.5 Box Score
@ North Carolina State Wolfpack 95.0 46.7  
Colgate Raiders 5.0 9.1 Box Score
@ Syracuse Orange 95.0 43.9  
Liberty Flames 5.0 9.2 Box Score
@ Virginia Tech Hokies 95.0 45.4  
Villanova Wildcats 5.0 8.6 Box Score
@ Pittsburgh Panthers 95.0 49.2  
Richmond Spiders 5.0 6.6 Box Score
@ Virginia Cavaliers 95.0 46.3  
North Carolina Central Eagles 5.0 8.9 Box Score
@ Duke Blue Devils 95.0 46.5  
Florida A&M Rattlers 5.0 6.7 Box Score
@ Miami (FL) Hurricanes 95.0 49.3  
Charlotte 49ers 15.8 18.3 Box Score
@ Louisville Cardinals 84.2 30.5  
Tulane Green Wave 31.7 21.4 Box Score
@ Wake Forest Demon Deacons 68.3 27.0  
Ole Miss Rebels 46.6 27.8 Box Score
@ Florida State Seminoles 53.4 28.7  
Georgia Bulldogs 52.0 28.6 Box Score
@ North Carolina Tar Heels 48.0 28.1  
Georgia Tech Yellow Jackets 60.9 24.6 Box Score
@ Boston College Eagles 39.1 21.8  
Howard Bison 5.0 8.1 Box Score
@ Maryland Terrapins 95.0 46.0  
Furman Paladins 5.0 8.9 Box Score
@ Michigan State Spartans 95.0 46.1  
Eastern Kentucky Colonels 5.0 8.2 Box Score
@ Purdue Boilermakers 95.0 45.1  
Murray State Racers 5.0 7.4 Box Score
@ Illinois Fighting Illini 95.0 44.9  
Miami (OH) RedHawks 14.9 20.9 Box Score
@ Iowa Hawkeyes 85.1 33.6  
Hawaii Rainbow Warriors 19.3 20.2 Box Score
@ Michigan Wolverines 80.7 34.0  
Kent State Golden Flashes 27.7 21.8 Box Score
@ Penn State Nittany Lions 72.3 30.4  
Bowling Green Falcons 28.7 23.4 Box Score
@ Ohio State Buckeyes 71.3 32.0  
Fresno State Bulldogs 31.7 26.2 Box Score
@ Nebraska Cornhuskers 68.3 32.5  
Oregon State Beavers 43.6 25.6 Box Score
@ Minnesota Golden Gophers 56.4 26.8  
Western Michigan Broncos 49.0 25.4 Box Score
@ Northwestern Wildcats 51.0 27.0  
LSU Tigers 58.9 27.7 Box Score
@ Wisconsin Badgers 41.1 23.8  
VMI Keydets 5.0 7.5 Box Score
@ Akron Zips 95.0 40.7  
Mississippi Valley State Delta Devils 5.0 9.9 Box Score
@ Eastern Michigan Eagles 95.0 43.4  
Albany Great Danes 5.0 8.4 Box Score
@ Buffalo Bulls 95.0 43.1  
Presbyterian Blue Hose 5.0 7.2 Box Score
@ Central Michigan Chippewas 95.0 44.5  
Texas State Bobcats 30.7 26.8 Box Score
@ Ohio Bobcats 69.3 32.5  
UC Davis Aggies 5.0 6.7 Box Score
@ Oregon Ducks 95.0 54.6  
Southern Utah Thunderbirds 5.0 9.1 Box Score
@ Utah Utes 95.0 46.5  
Eastern Washington Eagles 5.0 7.7 Box Score
@ Washington State Cougars 95.0 51.9  
Northern Arizona Lumberjacks 5.0 7.9 Box Score
@ Arizona State Sun Devils 95.0 47.9  
Rutgers Scarlet Knights 21.8 23.8 Box Score
@ Washington Huskies 78.2 33.3  
Colorado State Rams 39.6 28.0 Box Score
@ Colorado Buffaloes 60.4 30.6  
Kansas State Wildcats 44.6 24.9 Box Score
@ Stanford Cardinal 55.4 28.0  
BYU Cougars 54.5 29.4 Box Score
@ Arizona Wildcats 45.5 27.6  
Massachusetts Minutemen 20.8 21.6 Box Score
@ Florida Gators 79.2 31.3  
South Alabama Jaguars 25.7 23.8 Box Score
@ Mississippi State Bulldogs 74.3 32.8  
Louisiana Tech Bulldogs 28.7 27.4 Box Score
@ Arkansas Razorbacks 71.3 32.6  
Appalachian State Mountaineers 34.2 24.6 Box Score
@ Tennessee Volunteers 65.8 29.8  
USC Trojans 38.1 24.5 Box Score
@ Alabama Crimson Tide 61.9 27.8  
South Carolina Gamecocks 41.6 23.7 Box Score
@ Vanderbilt Commodores 58.4 26.5  
UCLA Bruins 43.6 27.0 Box Score
@ Texas A&M Aggies 56.4 28.8  
Southern Miss Golden Eagles 45.7 28.8 Box Score
@ Kentucky Wildcats 54.3 30.0  
Clemson Tigers 64.4 29.7 Box Score
@ Auburn Tigers 35.6 27.0  
South Dakota State Jackrabbits 5.0 8.8 Box Score
@ TCU Horned Frogs 95.0 50.6  
Stephen F. Austin Lumberjacks 5.0 8.2 Box Score
@ Texas Tech Red Raiders 95.0 49.6  
UNI Panthers 5.0 8.0 Box Score
@ Iowa State Cyclones 95.0 46.7  
Southeastern Louisiana Lions 5.0 6.9 Box Score
@ Oklahoma State Cowboys 95.0 50.7  
Rhode Island Rams 5.0 7.2 Box Score
@ Kansas Jayhawks 95.0 39.9  
Northwestern State Demons 5.0 6.8 Box Score
@ Baylor Bears 95.0 51.3  
Missouri Tigers 49.5 23.9 Box Score
@ West Virginia Mountaineers 50.5 24.2  
Notre Dame Fighting Irish 63.4 30.5 Box Score
@ Texas Longhorns 36.6 27.1  
Alabama State Hornets 5.0 7.0 Box Score
@ UTSA Roadrunners 95.0 41.0  
Hampton Pirates 5.0 7.8 Box Score
@ Old Dominion Monarchs 95.0 43.5  
Alabama A&M Bulldogs 5.0 8.2 Box Score
@ Middle Tennessee Blue Raiders 95.0 44.8  
Southern Illinois Salukis 5.0 6.7 Box Score
@ Florida Atlantic Owls 95.0 40.5  
Rice Owls 27.7 31.4 Box Score
@ Western Kentucky Hilltoppers 72.3 37.4  
New Mexico State Aggies 46.5 29.8 Box Score
@ UTEP Miners 53.5 31.1  
Indiana Hoosiers 60.4 29.4 Box Score
@ FIU Golden Panthers 39.6 25.8  
SMU Mustangs 64.4 31.1 Box Score
@ North Texas Mean Green 35.6 27.8  
Abilene Christian Wildcats 5.0 7.6 Box Score
@ Air Force Falcons 95.0 46.9  
Weber State Wildcats 5.0 8.1 Box Score
@ Utah State Aggies 95.0 44.8  
South Dakota Coyotes 5.0 8.2 Box Score
@ New Mexico Lobos 95.0 43.6  
Jackson State Tigers 5.0 8.6 Box Score
@ UNLV Rebels 95.0 41.4  
Cal Poly Mustangs 5.0 8.8 Box Score
@ Nevada Wolf Pack 95.0 46.6  
New Hampshire Wildcats 5.0 6.8 Box Score
@ San Diego State Aztecs 95.0 48.6  
Northern Illinois Huskies 60.4 32.0 Box Score
@ Wyoming Cowboys 39.6 27.9  
California Golden Bears 71.8 33.3 Box Score
@ Hawaii Rainbow Warriors 28.2 25.4  
Montana State Bobcats 5.0 9.9 Box Score
@ Idaho Vandals 95.0 42.0  
Austin Peay Governors 5.0 9.2 Box Score
@ Troy Trojans 95.0 44.7  
Southern University Jaguars 5.0 9.2 Box Score
@ Louisiana-Monroe Warhawks 95.0 42.3  
Savannah State Tigers 5.0 7.7 Box Score
@ Georgia Southern Eagles 95.0 45.0  
Ball State Cardinals 44.1 30.6 Box Score
@ Georgia State Panthers 55.9 31.4  
Toledo Rockets 58.0 30.0 Box Score
@ Arkansas State Red Wolves 42.0 27.4  
Boise State Broncos 72.3 34.4 Box Score
@ Louisiana-Lafayette Ragin' Cajuns 27.7 27.0  
Western Carolina Catamounts 5.0 7.3 Box Score
@ East Carolina Pirates 95.0 45.1  
Southeast Missouri State Redhawks 5.0 8.1 Box Score
@ Memphis Tigers 95.0 46.8  
Towson Tigers 5.0 6.3 Box Score
@ South Florida Bulls 95.0 46.0  
Fordham Rams 5.0 7.4 Box Score
@ Navy Midshipmen 95.0 47.1  
UT Martin Skyhawks 5.0 7.6 Box Score
@ Cincinnati Bearcats 95.0 46.5  
Maine Black Bears 5.0 6.5 Box Score
@ Connecticut Huskies 95.0 42.1  
South Carolina State Bulldogs 5.0 8.1 Box Score
@ UCF Knights 95.0 40.8  
Army West Point Black Knights 20.8 23.6 Box Score
@ Temple Owls 79.2 33.3  
San Jose State Spartans 45.5 29.6 Box Score
@ Tulsa Golden Hurricane 54.5 29.8  
Oklahoma Sooners 54.5 27.5 Box Score
@ Houston Cougars 45.5 26.3  

In addition, view our Week 1 power rankings or visit our college football archive for predictions from past weeks. For more statistics, view our weekly college football predictions.

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