College Football AI Predictions Week 5: ATS Picks & Score Predictions for Every Game

C Jackson Cowart - Betting Analyst at Covers.com
C Jackson Cowart • Betting Analyst 10+ years betting experience
Updated: Oct 1, 2026 , 04:15 PM ET

We trained ChatGPT to project the final score for every college football game in Week 5, along with ATS and Over/Under picks based on the latest odds from Kalshi.

College football AI predictions Week 5, Iowa wide receiver Reece Vander Zee (2) makes a catch for a touchdown against Michigan cornerback Smith Snowden (3).
Photo By - USA Today Network via Reuters Connect. Iowa wide receiver Reece Vander Zee (2) makes a catch for a touchdown against Michigan cornerback Smith Snowden (3).

Our college football AI predictions nailed the exact final score of Iowa's 20-19 win over Michigan last week, part of a 14-5 straight-up record across our featured matchups. Now the model has the Hawkeyes keeping Ohio State within a touchdown as we project all 59 Week 5 games involving an FBS team to complement our experts' Week 5 moneyline picks.

Each score projection is generated based on the matchup itself before checking the best prediction market apps to derive ATS and Over/Under picks from the available lines. We're tracking the top matchups first; scroll to the bottom for complete AI picks and score predictions.

The following college football AI picks cover our featured matchups as determined by our Covers experts, which include most top-25 matchups and key rivalries for Week 5. All times Eastern.

2026 featured picks record: SU 81-13 | ATS 49-45 | O/U 46-48

Kickoff Matchup ATS O/U Score
Oct 28 pmFOX
PSUNU
PSU-2.5 Under46.5 PSU 24NU 21
Oct 312 pmABC
ALAMSST
ALA-5.5 Over60.5 ALA 37MSST 31
Oct 312 pmESPN2
UCFHOU
UCF+11.5 Over51.5 HOU 28UCF 24
Oct 312 pmCW
BCSMU
BC+21.5 Under55.5 SMU 34BC 14
Oct 312 pmESPN / Disney+
NDUNC
ND-21.5 Under45.5 ND 33UNC 11
Oct 312 pmFOX
MICHMINN
MINN+5.5 Under43.5 MICH 22MINN 21
Oct 312 pmCBS
NAVYAFA
AFA-3.5 Over45.5 AFA 30NAVY 25
Oct 312:45 pmSEC Network
VANUGA
VAN+24.5 Over51.5 UGA 41VAN 19
Oct 33:30 pmABC
FLAMIZ
MIZ+5.5 Over57.5 FLA 30MIZ 29
Oct 33:30 pmESPN
AUBTENN
TENN-7.5 Under54.5 TENN 31AUB 20
Oct 33:30 pmCBS
OSUIOWA
IOWA+14.5 Under45.5 OSU 24IOWA 17
Oct 34:15 pmSEC Network
UKSC
SC-3.5 Under54.5 SC 28UK 22
Oct 37 pmESPN / Disney+
BYUTCU
TCU+6.5 Under47.5 BYU 24TCU 20
Oct 37:30 pmFOX
TTUCOLO
TTU-13.5 Under50.5 TTU 31COLO 17
Oct 37:30 pmABC
MIACLEM
MIA-16.5 Over46.5 MIA 34CLEM 17
Oct 37:30 pmNBC
WASHUSC
USC-9.5 Under57.5 USC 34WASH 21
Oct 37:30 pmCBSSN
USUBOIS
USU+20.5 Under51.5 BOIS 31USU 14
Oct 37:45 pmSEC Network
MCNLSU
MCN+54.5 Under61.5 LSU 55MCN 3
Oct 38 pmBTN
IURUTG
RUTG+24.5 Under56.5 IU 38RUTG 17

Lines courtesy of Kalshi and subject to change. Final ATS and O/U selections are graded against the exact line at time of publish.

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College football Week 5 AI predictions

Vanderbilt vs. Georgia AI prediction

Sat · Oct 3 · 12:45 pm ET · SEC Network
Vanderbilt
19–41
Score prediction
No. 2Georgia
KalshiWin probability based on market
VAN 5%UGA 96%
Projected marginGeorgia by 22
Projected total60 points
More analysis

Georgia's 41-13 win over Oklahoma sets a high bar for Vanderbilt's trip to Athens. The model lands on another 41-point afternoon for the Bulldogs, but gives the Commodores enough offense to stay inside +24.5. A 41-19 Georgia win produces a 22-point margin and 60 combined points, putting Vanderbilt on the spread side and Over 51.5 on the total.

Notre Dame vs. North Carolina AI prediction

Sat · Oct 3 · 12 pm ET · ESPN / Disney+
No. 3Notre Dame
33–11
Score prediction
North Carolina
KalshiWin probability based on market
ND 94%UNC 7%
Projected marginNotre Dame by 22
Projected total44 points
More analysis

Notre Dame gets the road win in Chapel Hill, but the spread leaves little room for error. After beating Purdue 49-10, the Irish are projected to win 33-11 against North Carolina. That clears -21.5 by just half a point, making the cover a narrow call. The total offers a little more separation: 44 projected points fall below 45.5.

Miami vs. Clemson AI prediction

Sat · Oct 3 · 7:30 pm ET · ABC
No. 4Miami
34–17
Score prediction
Clemson
KalshiWin probability based on market
MIA 88%CLEM 13%
Projected marginMiami by 17
Projected total51 points
More analysis

Miami's offense gets a much tougher assignment than last week's 52-3 win over Central Michigan. Clemson held California to 10 points on the road, but the model still has the Hurricanes scoring 34 in Death Valley. A 34-17 result barely gets Miami past -16.5, so the spread is a thin lean. The 51-point projection also points to Over 46.5.

Ohio State vs. Iowa AI prediction

Sat · Oct 3 · 3:30 pm ET · CBS
No. 5Ohio State
24–17
Score prediction
No. 14Iowa
KalshiWin probability based on market
OSU 85%IOWA 16%
Projected marginOhio State by 7
Projected total41 points
More analysis

Iowa delivered the exact 20-19 win our model projected against Michigan, and the Hawkeyes are getting plenty of points again. This time, the forecast favors Ohio State 24-17 after the Buckeyes beat Illinois 42-19. That seven-point margin leaves a substantial cushion at Iowa +14.5. With the Hawkeyes keeping the score down in this projection, Under 45.5 is the total pick.

Indiana vs. Rutgers AI prediction

Sat · Oct 3 · 8 pm ET · BTN
No. 6Indiana
38–17
Score prediction
Rutgers
KalshiWin probability based on market
IU 95%RUTG 6%
Projected marginIndiana by 21
Projected total55 points
More analysis

Indiana survived a six-point game against Northwestern, and the model expects a more comfortable trip to Rutgers. The Hoosiers are projected to win 38-17, a significant step up in difficulty for the Scarlet Knights after their 58-7 win over Howard. Even so, a 21-point margin leaves Rutgers inside +24.5. The combined 55 points put the total just below 56.5.

Alabama vs. Mississippi State AI prediction

Sat · Oct 3 · 12 pm ET · ABC
No. 7Alabama
37–31
Score prediction
No. 16Mississippi State
KalshiWin probability based on market
ALA 67%MSST 34%
Projected marginAlabama by 6
Projected total68 points
More analysis

Mississippi State has already beaten South Carolina and Missouri, and the model gives the Bulldogs another competitive SEC showing. Alabama is still the winner at 37-31, following its own 49-18 victory over the Gamecocks. Alabama -5.5 covers by only half a point in that projection. The more pronounced difference is on the total: 68 projected points comfortably exceed 60.5.

Florida vs. Missouri AI prediction

Sat · Oct 3 · 3:30 pm ET · ABC
No. 8Florida
30–29
Score prediction
No. 25Missouri
KalshiWin probability based on market
FLA 67%MIZ 34%
Projected marginFlorida by 1
Projected total59 points
More analysis

Florida's 52-28 win over Ole Miss was emphatic, but the model sees a much tighter game in Columbia. Missouri lost 31-24 at Mississippi State and now draws a Florida team projected to escape 30-29. That one-point margin makes Missouri +5.5 the ATS selection. The projected 59 points also edge over 57.5, giving the total a smaller cushion than the spread.

BYU vs. TCU AI prediction

Sat · Oct 3 · 7 pm ET · ESPN / Disney+
No. 10BYU
24–20
Score prediction
TCU
KalshiWin probability based on market
BYU 68%TCU 33%
Projected marginBYU by 4
Projected total44 points
More analysis

TCU returns home to face a ranked BYU team after losing 21-13 at UCF. Our model favors BYU 24-20 in Fort Worth, leaving the Horned Frogs inside the +6.5 spread. This is a pick for TCU to stay close, with the Cougars still taking the game outright. A combined 44 points also makes Under 47.5 the total selection.

McNeese vs. LSU AI prediction

Sat · Oct 3 · 7:45 pm ET · SEC Network
McNeese
3–55
Score prediction
No. 11LSU
KalshiWin probability based on market
MCN 1%LSU 99%
Projected marginLSU by 52
Projected total58 points
More analysis

LSU just held Texas A&M to six points, and the model sees another dominant defensive result against McNeese. The Tigers are projected to win 55-3, leaving McNeese on the covering side of an enormous +54.5 spread by 2.5 points. The Cowboys get the ATS pick despite the projected lopsided loss. The projected 58 points stay below 61.5.

Texas Tech vs. Colorado AI prediction

Sat · Oct 3 · 7:30 pm ET · FOX
No. 12Texas Tech
31–17
Score prediction
Colorado
KalshiWin probability based on market
TTU 82%COLO 19%
Projected marginTexas Tech by 14
Projected total48 points
More analysis

Texas Tech scored 49 against Sam Houston, while Colorado managed 13 in its loss at Baylor. The model brings the Red Raiders' scoring down on the road but still gives them a two-touchdown win, 31-17. That clears -13.5 in Boulder by just half a point. The 48-point total supports Under 50.5, giving the Under more room than the spread pick.

Auburn vs. Tennessee AI prediction

Sat · Oct 3 · 3:30 pm ET · ESPN
Auburn
20–31
Score prediction
No. 17Tennessee
KalshiWin probability based on market
AUB 30%TENN 72%
Projected marginTennessee by 11
Projected total51 points
More analysis

Tennessee's 20-17 loss to Texas was a missed opportunity, and the model gives the Volunteers a home rebound against Auburn. The Tigers beat Vanderbilt 21-15, but this projection has Tennessee reaching 31 while holding Auburn to 20. An 11-point win clears the -7.5 spread. The combined 51 points also land below 54.5, pairing the Vols with the Under.

Washington vs. USC AI prediction

Sat · Oct 3 · 7:30 pm ET · NBC
Washington
21–34
Score prediction
No. 18USC
KalshiWin probability based on market
WASH 24%USC 77%
Projected marginUSC by 13
Projected total55 points
More analysis

Both teams are trying to recover from home losses, with USC falling to Oregon and Washington losing to Minnesota. The model gives the Trojans the stronger response, a 34-21 win at the Coliseum. USC's 13-point margin clears -9.5, while the 55-point sum stays below 57.5. That calls for a better defensive showing than the Trojans' 41-point concession to Oregon.

UCF vs. Houston AI prediction

Sat · Oct 3 · 12 pm ET · ESPN2
UCF
24–28
Score prediction
No. 20Houston
KalshiWin probability based on market
UCF 21%HOU 80%
Projected marginHouston by 4
Projected total52 points
More analysis

Houston scored 42 in its road win over Georgia Southern, but UCF presents a different test after holding TCU to 13. The model still favors the Cougars 28-24, while giving the Knights a generous cushion at +11.5. The total is much closer: 52 projected points sit just half a point above 51.5. UCF is the clearer score-based lean here.

Boston College vs. SMU AI prediction

Sat · Oct 3 · 12 pm ET · CW
Boston College
14–34
Score prediction
No. 21SMU
KalshiWin probability based on market
BC 9%SMU 92%
Projected marginSMU by 20
Projected total48 points
More analysis

SMU is projected to match the 34 points it scored against Missouri State, this time while allowing Boston College just 14. That would be a comfortable win for the Mustangs, but a 20-point margin falls 1.5 points short of -21.5. Boston College gets the ATS pick at +21.5. The more decisive gap is Under 55.5 against a 48-point projection.

Utah State vs. Boise State AI prediction

Sat · Oct 3 · 7:30 pm ET · CBSSN
Utah State
14–31
Score prediction
No. 22Boise State
KalshiWin probability based on market
USU 8%BOIS 92%
Projected marginBoise State by 17
Projected total45 points
More analysis

Boise State's 32-7 win at Western Michigan offers a strong result to build on against Utah State. The Aggies also won last week, holding Troy to 10 points, and the model gives them enough resistance to cover +20.5 in a 31-14 loss. Boise State remains the clear straight-up choice. A projected 45 points also supports Under 51.5.

Kentucky vs. South Carolina AI prediction

Sat · Oct 3 · 4:15 pm ET · SEC Network
No. 24Kentucky
22–28
Score prediction
South Carolina
KalshiWin probability based on market
UK 43%SC 58%
Projected marginSouth Carolina by 6
Projected total50 points
More analysis

Kentucky scored 45 against South Alabama, while South Carolina surrendered 49 at Alabama. Despite those contrasting results, the model favors the Gamecocks at home, 28-22. That six-point margin clears South Carolina -3.5 and makes this one of the featured slate's picks against a ranked team. The combined 50 points put the total below 54.5.

Penn State vs. Northwestern AI prediction

Fri · Oct 2 · 8 pm ET · FOX
Penn State
24–21
Score prediction
Northwestern
KalshiWin probability based on market
PSU 57%NU 44%
Projected marginPenn State by 3
Projected total45 points
More analysis

Penn State's loss to Wisconsin gives Friday night's trip to Northwestern added urgency. The Wildcats stayed within six points of Indiana last week, and our model gives them another close game here: Penn State 24, Northwestern 21. The Nittany Lions clear -2.5 by only half a point. A 45-point projection puts Under 46.5 on the card as another modest lean.

Michigan vs. Minnesota AI prediction

Sat · Oct 3 · 12 pm ET · FOX
Michigan
22–21
Score prediction
Minnesota
KalshiWin probability based on market
MICH 67%MINN 34%
Projected marginMichigan by 1
Projected total43 points
More analysis

The Little Brown Jug matchup gets one of the closest projections on the featured slate. Michigan is picked to recover from its 20-19 loss to Iowa with a 22-21 win at Minnesota, which just beat Washington 27-24. The straight-up and ATS selections split: Michigan wins, but Minnesota +5.5 covers. At 43 points, the score sits just below the 43.5 total.


College football AI picks for every Week 5 game

We are tracking AI score predictions, ATS picks, Over/Under picks, kickoff times, and TV channels for all 59 Week 5 games involving at least one FBS team. Games are listed chronologically by kickoff. All times Eastern.

2026 record for every game: SU 283-48 | ATS 166-163 | O/U 168-161

Kickoff Matchup ATS O/U Score
Oct 18 pmCBSSN
WKUNMSU
NMSU-2.5 Under56.5 NMSU 31WKU 25
Oct 19 pmESPN
UNTTLSA
UNT-2.5 Over56.5 UNT 34TLSA 23
Oct 27 pmESPN
PITTVT
PITT+2.5 Under54.5 PITT 26VT 24
Oct 27 pmCBSSN
LIBDEL
DEL+6.5 Under50.5 LIB 25DEL 24
Oct 28 pmFOX
PSUNU
PSU-2.5 Under46.5 PSU 24NU 21
Oct 312 pmABC
ALAMSST
ALA-5.5 Over60.5 ALA 37MSST 31
Oct 312 pmESPNU
MTSUKU
MTSU+18.5 Under49.5 KU 31MTSU 17
Oct 312 pmESPN2
UCFHOU
UCF+11.5 Over51.5 HOU 28UCF 24
Oct 312 pmTNT
WVUISU
ISU-3.5 Under53.5 ISU 34WVU 19
Oct 312 pmCW
BCSMU
BC+21.5 Under55.5 SMU 34BC 14
Oct 312 pmESPN / Disney+
NDUNC
ND-21.5 Under45.5 ND 33UNC 11
Oct 312 pmACC Network
STANWAKE
WAKE-13.5 Under53.5 WAKE 34STAN 18
Oct 312 pmCBSSN
SYRCONN
CONN+6.5 Under50.5 CONN 29SYR 21
Oct 312 pmFOX
MICHMINN
MINN+5.5 Under43.5 MICH 22MINN 21
Oct 312 pmCBS
NAVYAFA
AFA-3.5 Over45.5 AFA 30NAVY 25
Oct 312:30 pmBTN
MSUWIS
MSU+9.5 Under43.5 WIS 22MSU 17
Oct 312:45 pmSEC Network
VANUGA
VAN+24.5 Over51.5 UGA 41VAN 19
Oct 31 pmESPN+
WMUBUFF
BUFF+13.5 Under46.5 WMU 27BUFF 17
Oct 32 pmESPN+
TOLBALL
TOL-20.5 Over52.5 TOL 42BALL 17
Oct 33:30 pmABC
FLAMIZ
MIZ+5.5 Over57.5 FLA 30MIZ 29
Oct 33:30 pmESPN
AUBTENN
TENN-7.5 Under54.5 TENN 31AUB 20
Oct 33:30 pmCBSSN
CALUNLV
UNLV-2.5 Under53.5 UNLV 28CAL 17
Oct 33:30 pmACC Network
LOUNCSU
NCSU+3.5 Over58.5 NCSU 34LOU 31
Oct 33:30 pmESPN2
UVAFSU
UVA-2.5 Under51.5 UVA 27FSU 23
Oct 33:30 pmCBS
OSUIOWA
IOWA+14.5 Under45.5 OSU 24IOWA 17
Oct 33:30 pmESPN+
MEMCLT
CLT+20.5 Over52.5 MEM 35CLT 18
Oct 33:30 pmESPN+
SAMUAB
SAM+30.5 Under51.5 UAB 38SAM 13
Oct 33:30 pmCW
WYONDSU
NDSU-18.5 Under45.5 NDSU 31WYO 8
Oct 33:30 pmESPN+
AKRCMU
CMU-6.5 Under46.5 CMU 24AKR 17
Oct 33:30 pmESPN+
EMUMASS
MASS-5.5 Under48.5 MASS 28EMU 17
Oct 33:30 pmESPN+
OHIOKENT
OHIO-3.5 Over50.5 OHIO 34KENT 22
Oct 33:30 pmESPN+
BGSUM-OH
M-OH-13.5 Over43.5 M-OH 31BGSU 14
Oct 33:30 pmESPN+
ODUGAST
GAST-2.5 Over51.5 GAST 31ODU 23
Oct 33:45 pmESPNU
MRSHJMU
JMU-17.5 Over56.5 JMU 44MRSH 14
Oct 34 pmFS1
MDNEB
NEB-14.5 Over52.5 NEB 37MD 17
Oct 34 pmMW+
UTEPUNM
UNM-23.5 Over48.5 UNM 44UTEP 13
Oct 34:15 pmSEC Network
UKSC
SC-3.5 Under54.5 SC 28UK 22
Oct 34:15 pmBTN
PURILL
ILL-9.5 Over62.5 ILL 41PUR 23
Oct 36 pmUSA Net
ORSTCSU
CSU+6.5 Under63.5 CSU 31ORST 30
Oct 36 pmESPN+
TXSOFAU
TXSO+44.5 Over60.5 FAU 55TXSO 14
Oct 37 pmESPN2
ARKTA&M
TA&M-13.5 Over50.5 TA&M 35ARK 19
Oct 37 pmESPN / Disney+
BYUTCU
TCU+6.5 Under47.5 BYU 24TCU 20
Oct 37 pmESPN+
UTSARICE
RICE+11.5 Over56.5 UTSA 33RICE 24
Oct 37 pmESPN+
GASOCCU
CCU+1.5 Under53.5 CCU 24GASO 23
Oct 37 pmESPN+
ULMUSA
USA-14.5 Over57.5 USA 42ULM 19
Oct 37:30 pmFOX
TTUCOLO
TTU-13.5 Under50.5 TTU 31COLO 17
Oct 37:30 pmABC
MIACLEM
MIA-16.5 Over46.5 MIA 34CLEM 17
Oct 37:30 pmNBC
WASHUSC
USC-9.5 Under57.5 USC 34WASH 21
Oct 37:30 pmCBSSN
USUBOIS
USU+20.5 Under51.5 BOIS 31USU 14
Oct 37:30 pmESPNU
TEMUSF
USF-6.5 Over47.5 USF 34TEM 19
Oct 37:30 pmESPN+
ARMYLT
LT+2.5 Under47.5 ARMY 24LT 23
Oct 37:45 pmSEC Network
MCNLSU
MCN+54.5 Under61.5 LSU 55MCN 3
Oct 38 pmBTN
IURUTG
RUTG+24.5 Under56.5 IU 38RUTG 17
Oct 38 pmESPN+
ARSTUL
UL-6.5 Over47.5 UL 28ARST 20
Oct 39:30 pmUSA Net
FRESWSU
FRES+1.5 Under45.5 FRES 21WSU 20
Oct 310:30 pmESPN
BAYASU
ASU-3.5 Under50.5 ASU 28BAY 21
Oct 310:30 pmCW
TXSTSDSU
SDSU+7.5 Under57.5 SDSU 28TXST 27
Oct 311 pmFOX
CINARIZ
CIN+6.5 Under55.5 ARIZ 30CIN 24
Oct 412 amK5 / MW+
SJSUHAW
HAW-3.5 Under49.5 HAW 26SJSU 20

Kickoff times and TV listings are current as of publication and subject to change. Market lines are also subject to change.

How our college football AI predictions work

Our college football AI predictions use a custom Bayesian score model built from historical game results, separate offensive and defensive team ratings, home-field context, and football scoring patterns.

Each score projection is locked before the final Kalshi market snapshot used for publication. Those projected scores are then compared with the representative spread and total to produce our ATS and Over/Under selections. Market lines do not change the score forecasts.

We’ll keep developing the process and publicly track every published score prediction, ATS pick, and Over/Under selection.


Odds and market lines are correct at the time of publishing and are subject to change.
Not intended for use in MA.
Affiliate Disclosure: Our team of experts has thoroughly researched and handpicked each product that appears on our website. We may receive compensation if you sign up through our links.

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C Jackson Cowart
Betting Analyst

C Jackson Cowart is a content strategy consultant for Covers with a special focus on big events and research projects. In his seven years covering sports betting as a predictive analyst, features writer, and industry reporter, he has stayed true to "process over results" while specifically targeting futures betting and news-driven markets, where he can lean on advanced metrics and an understanding of market psychology to attack value before the number moves.

An award-winning writer and editor with a decade of experience in sports media, "C-Jax" has previously worked with ESPN, Forbes, theScore, and multiple large daily newspapers. He's a proud graduate of the University of North Carolina, where he covered the Tar Heels' championship run through the 2017 NCAA men's basketball tournament. He's cashed some big tickets over the years — including Lamar Jackson to win MVP (twice) — but he's still haunted by enough second-place slips to wallpaper his home office.

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