NFL AI Predictions Week 5: ATS Picks & Score Projections for Every Game

C Jackson Cowart - Betting Analyst at Covers.com
C Jackson Cowart • Betting Analyst 10+ years betting experience
Updated: Oct 6, 2026 , 04:30 PM ET

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

NFL AI predictions Week 5, New England Patriots quarterback Drake Maye (10) rushes during the fourth quarter against the Buffalo Bills at New Highmark Stadium.
Photo By - Gregory Fisher / Imagn Images via Reuters Connect. New England Patriots quarterback Drake Maye (10) rushes during the fourth quarter against the Buffalo Bills at New Highmark Stadium.

After another winning week against the spread, our NFL AI predictions for Week 5 take aim at a truncated slate this week with our AI picks and exact score projections for all 15 games.

I trained our AI prediction model using GPT-6 Astra and ChatGPT, combining historical scoring data, team-strength ratings, and updated in-season performance and player usage. The model has generated an exact score prediction for all 15 games, which powers its NFL picks against the spread and on the total when compared with the selected NFL odds.

NFL AI picks for every Week 5 game

All lines based on the market price at Kalshi; all times Eastern. Select a score for the full matchup breakdown.

Kickoff Matchup ATS O/U Score
Oct 88:15 pmPrime Video
TBDAL
TB+7.5 Over47.5 DAL 28TB 21
Oct 119:30 amNFL Network
PHIJAX
JAX-6.5 Over42.5 JAX 26PHI 17
Oct 111 pmFOX
CHIGB
CHI-2.5 Under45.5 CHI 24GB 21
Oct 111 pmFOX
CINMIA
MIA+7.5 Over42.5 CIN 24MIA 21
Oct 111 pmCBS
CLENYJ
NYJ-1.5 Over39.5 NYJ 23CLE 20
Oct 111 pmCBS
HOUTEN
TEN+6.5 Over38.5 HOU 21TEN 19
Oct 111 pmCBS
INDPIT
PIT-2.5 Over44.5 PIT 24IND 21
Oct 111 pmCBS
LVNE
NE-3.5 Under45.5 NE 27LV 17
Oct 111 pmFOX
MINNO
MIN-2.5 Over41.5 MIN 23NO 20
Oct 111 pmFOX
NYGWAS
WAS-3.5 Over43.5 WAS 24NYG 20
Oct 114:05 pmCBS
DENLAC
LAC+3.5 Under42.5 DEN 21LAC 20
Oct 114:25 pmFOX
DETARI
ARI+4.5 Under54.5 DET 27ARI 24
Oct 114:25 pmFOX
SFSEA
SEA-2.5 Under47.5 SEA 24SF 21
Oct 118:20 pmNBC
BALATL
BAL+3.5 Over43.5 BAL 24ATL 23
Oct 128:15 pmESPN/ABC
BUFLAR
LAR-2.5 Under54.5 LAR 27BUF 24
to coverRaiders at Patriots · Sunday, 1 pm ET
New England Patriots

Patriots-3.5

Score prediction
Patriots 27, Raiders 17

Motion and play-action give New England an opening

New England's offensive improvement in Buffalo came with a tangible change in approach. The Patriots used more motion and play-action to help Drake Maye identify coverage and create room underneath. Their motion rate rose from 54% over the first three weeks to 75.3% in the win, while play-action increased from 20.7% to 35.7%. That gives the offense a repeatable way to create easier decisions rather than depending entirely on difficult throws.

The concern is whether the protection can support another productive afternoon, especially when New England has to throw. Las Vegas has enough offense to keep this competitive, so the Patriots cannot afford empty possessions built around negative plays. Still, their 27–17 projection against a −3.5 spread creates 6.5 points of separation, the largest on the available board. That makes New England the editorial Best Pick; it is not a measured probability of covering.

NFL AI biggest upset: Ravens over Falcons

Biggest outright upsetRavens at Falcons · Sunday, 8:20 pm ET
Baltimore Ravens

RavensWin outright

Score prediction
Ravens 24, Falcons 23

Baltimore can win a tighter game with Huntley

Atlanta's offense has scored 80 points in two wins since Michael Penix Jr. returned, and Monday's 45–24 result makes the challenge clear. Baltimore needs to disrupt the foundation of that attack: efficient rushing that opens room behind the linebackers. The Ravens held Tennessee to 3.3 yards per carry Sunday, offering a path to force longer passing situations and keep the Falcons from controlling the pace.

This is explicitly a Tyler Huntley-start projection, with Lamar Jackson's ankle status still unresolved. Huntley was accurate in relief against Tennessee, but a scoreless second half showed why a clean completion rate is not enough. Baltimore will need to turn its possessions into points and avoid giving Atlanta short fields. The model narrowly favors the Ravens despite their underdog market price, making this a conditional upset selection rather than a bet on Jackson being cleared.

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NFL Week 5 AI predictions and analysis

Buccaneers vs Cowboys AI prediction

THU · 8:15 pm ET · Prime Video
Tampa BayBuccaneers
2128
Score prediction
DallasCowboys
KalshiWin probability based on market
TB 21%DAL 80%
Projected marginCowboys by 7
Projected total49 points
More analysis

Tampa Bay needs Jalon Daniels to protect the ball while adding something with his legs. The rookie will start again with Baker Mayfield sidelined, and his first outing produced 55 rushing yards but also two interceptions against Green Bay. Designed movement and quick throws can help him avoid asking the offensive line to hold up through long reads on a short week.

Dallas just won a 34–30 game in Houston, so the Buccaneers cannot plan on 14 points being enough again. Their route to staying competitive is to sustain drives and make Dak Prescott work from a full field. Tampa Bay gets the narrow spread lean because the line clears a touchdown, but another pair of giveaways could erase that cushion quickly.

Eagles vs Jaguars AI prediction

SUN · 9:30 am ET · NFL Network · London
PhiladelphiaEagles
1726
Score prediction
JacksonvilleJaguars
KalshiWin probability based on market
PHI 26%JAX 75%
Projected marginJaguars by 9
Projected total43 points
More analysis

Jacksonville's ability to protect the ball can keep Philadelphia chasing in London. Trevor Lawrence completed 18 of 23 passes without an interception in Cincinnati, while the Jaguars took the ball away twice. That combination matters against an Eagles team that needs sustained possessions after losing 24–20 to the Rams.

Jacksonville still has work to do before treating that approach as dependable. Its 13 penalties for 125 yards against the Bengals included flags that erased scoring opportunities. Giving Philadelphia extra chances would make a spread approaching a touchdown much harder to cover. A cleaner game gives the Jaguars a chance to turn their advantage in possession quality into separation on the scoreboard.

Bears vs Packers AI prediction

SUN · 1 pm ET · FOX
ChicagoBears
2421
Score prediction
Green BayPackers
KalshiWin probability based on market
CHI 57%GB 43%
Projected marginBears by 3
Projected total45 points
More analysis

Chicago's defense can give Tyson Bagent room to play a controlled game. The Bears held the Jets to 157 yards and seven first downs, shutting them out on all seven third-down attempts. Bagent completed 25 of 34 passes for 268 yards in his first start of the season, giving Chicago a viable passing complement to its ground game.

The next step is finishing drives: the Bears scored touchdowns on just two of seven red-zone trips against New York. Leaving those chances to the kicker is harder to survive at Lambeau Field, where Green Bay returns after a 17–14 win in Tampa. The 24–21 forecast favors Chicago outright and Under 45.5, with the projected margin landing exactly on Bears -3.

Bengals vs Dolphins AI prediction

SUN · 1 pm ET · FOX
CincinnatiBengals
2421
Score prediction
MiamiDolphins
KalshiWin probability based on market
CIN 77%MIA 25%
Projected marginBengals by 3
Projected total45 points
More analysis

Miami's pass rush gives it a route to staying inside a large number. The Dolphins sacked Kyler Murray four times and held Minnesota without a touchdown, even as another offensive struggle left them winless. That defensive resistance matters against a Cincinnati attack that can accumulate passing yards without consistently finishing drives.

Joe Burrow threw for 428 yards against Jacksonville, but two interceptions helped leave the Bengals with only 17 points. Miami cannot count on another pair of gifts. It needs its running game to keep possessions alive and spare Malik Willis a steady diet of long passing situations. Cincinnati remains the projected winner, while the Dolphins' defensive effort makes taking more than a touchdown the spread lean.

Browns vs Jets AI prediction

SUN · 1 pm ET · CBS
ClevelandBrowns
2023
Score prediction
New YorkJets
KalshiWin probability based on market
CLE 46%NYJ 56%
Projected marginJets by 3
Projected total43 points
More analysis

The Jets have to get Geno Smith into manageable third downs. New York managed seven first downs and failed on all seven third-down attempts in Chicago. An offense that keeps asking its quarterback to rescue stalled possessions makes both protection and play selection easier for the defense to anticipate.

Cleveland arrives after a 27–24 win over Pittsburgh, while the Jets return home needing a much steadier offensive performance. Quick completions and useful early-down runs would give New York a chance to sustain drives rather than rely on isolated explosive plays. This is a narrow home lean, and a repeat of last week's inability to move the chains would undermine it.

Texans vs Titans AI prediction

SUN · 1 pm ET · CBS
HoustonTexans
2119
Score prediction
TennesseeTitans
KalshiWin probability based on market
HOU 75%TEN 27%
Projected marginTexans by 2
Projected total40 points
More analysis

Houston needs to close drives on defense after letting Dallas rally. Scoring 30 points was not enough against the Cowboys, and another game in which the opponent hangs around late would be dangerous with Houston laying nearly a touchdown. Tennessee does not need to match the Texans' best stretches to keep this within one score.

The Titans' 24–18 loss in Baltimore also deserves context: they trailed 24–7 at halftime before Lamar Jackson's injury changed the game. A close final margin does not establish that Tennessee controlled the matchup. Cam Ward needs to avoid early mistakes and keep the offense on schedule so Houston cannot dictate obvious passing downs. The projection gives the Texans the win but leaves substantial room for the home underdog to cover.

Colts vs Steelers AI prediction

SUN · 1 pm ET · CBS
IndianapolisColts
2124
Score prediction
PittsburghSteelers
KalshiWin probability based on market
IND 44%PIT 57%
Projected marginSteelers by 3
Projected total45 points
More analysis

Pittsburgh needs its passing game to settle down before the fourth quarter. Aaron Rodgers helped erase a two-touchdown deficit in Cleveland, finding Darnell Washington and Pat Freiermuth for late scores, but his two interceptions made the recovery necessary. A more orderly start would let the Steelers use that tight-end involvement without chasing the entire game.

Indianapolis returns from London with a 30–13 victory, though two first-half turnovers showed that its offense was not clean throughout. Daniel Jones and Jonathan Taylor can keep the pressure on Pittsburgh if the Colts avoid giving away possessions. The extra preparation time following the Steelers' Thursday game is useful against a returning international traveler, but the projected margin leaves little room for another turnover-heavy performance.

Raiders vs Patriots AI prediction

SUN · 1 pm ET · CBS
Las VegasRaiders
1727
Score prediction
New EnglandPatriots
KalshiWin probability based on market
LV 37%NE 64%
Projected marginPatriots by 10
Projected total44 points
More analysis

New England's renewed use of motion gives Drake Maye a better starting point. The Patriots changed the picture before the snap much more often in Buffalo and paired it with increased play-action. Those tools can help identify coverage and move linebackers out of throwing lanes, easing the burden on Maye to create every opening himself.

Las Vegas still presents a real test after pushing Kansas City to a 30–27 finish. The Patriots need to establish enough on the ground to keep those run fakes credible and avoid letting the game become a succession of obvious passing downs. The 10-point projected margin supplies the week's largest separation from an available representative spread.

Vikings vs Saints AI prediction

SUN · 1 pm ET · FOX
MinnesotaVikings
2320
Score prediction
New OrleansSaints
KalshiWin probability based on market
MIN 56%NO 45%
Projected marginVikings by 3
Projected total43 points
More analysis

Minnesota has a chance to improve its finishing against a vulnerable run defense. The Vikings beat Miami without scoring a touchdown, relying on five field goals while Kyler Murray took four sacks. That leaves a clear task even with an unbeaten record: turn enough sustained possessions into seven points to avoid keeping an opponent within one play.

New Orleans just allowed five rushing touchdowns to Atlanta, and its defense has a short turnaround before another home game. Minnesota should be able to make the Saints defend the run before opening up the passing game. The caution is that field goals alone can keep Tyler Shough and New Orleans alive; stronger protection and cleaner work near the goal line are central to the road favorite's case.

Giants vs Commanders AI prediction

SUN · 1 pm ET · FOX
New YorkGiants
2024
Score prediction
WashingtonCommanders
KalshiWin probability based on market
NYG 38%WAS 63%
Projected marginCommanders by 4
Projected total44 points
More analysis

Washington's forecast depends on Jayden Daniels returning at quarterback. Dan Quinn is targeting his return to full practice, but that is not the same as game clearance. This projection explicitly assumes Daniels starts; his ability to threaten the edge would give the Commanders another way to create favorable rushing numbers and keep the Giants from attacking a fixed pocket.

New York is working with Jameis Winston after losing Jaxson Dart for the season and just scored 36 against Arizona. Washington therefore needs more than a quarterback change after its 30–13 loss to Indianapolis in London. Protecting possessions and turning sustained drives into touchdowns matter more than chasing a quick response every time the Giants score.

Broncos vs Chargers AI prediction

SUN · 4:05 pm ET · CBS
DenverBroncos
2120
Score prediction
Los AngelesChargers
KalshiWin probability based on market
DEN 64%LAC 38%
Projected marginBroncos by 1
Projected total41 points
More analysis

Denver needs production before its late-game passing urgency arrives. The Broncos had only three points through three quarters at San Francisco, leaving Bo Nix to chase a game the defense had kept close. Earlier success on first and second down would give Denver more control over its play selection and reduce the need for difficult third-down throws.

The Chargers return home after a 30–23 loss in Seattle and need to keep Justin Herbert out of the same sort of catch-up script. Both offenses have reason to prioritize sustained possessions and avoid a mistake that hands the opponent an easy score. Denver gets the narrow outright lean, but a one-point forecast supports Los Angeles with the points and offers little basis for expecting a comfortable win on either side.

Lions vs Cardinals AI prediction

SUN · 4:25 pm ET · FOX
DetroitLions
2724
Score prediction
ArizonaCardinals
KalshiWin probability based on market
DET 70%ARI 32%
Projected marginLions by 3
Projected total51 points
More analysis

Detroit's defense has to stop turning productive offensive nights into rescue missions. Jared Goff passed for 412 yards in Carolina, yet the Lions still lost 32–26. Arizona should have opportunities if Detroit again allows the opposing offense to keep answering, especially with the Cardinals back home after their own 36–24 defeat.

For Jacoby Brissett, the challenge is turning those chances into sustained drives without pressing to match every explosive play. Arizona cannot afford repeated empty possessions against an offense that has shown it can move the ball even in a loss. The model favors Detroit but leaves the Cardinals within the spread; the total lean is narrower and depends on at least one defense forcing more difficult scoring opportunities.

49ers vs Seahawks AI prediction

SUN · 4:25 pm ET · FOX
San Francisco49ers
2124
Score prediction
SeattleSeahawks
KalshiWin probability based on market
SF 42%SEA 59%
Projected marginSeahawks by 3
Projected total45 points
More analysis

Seattle has to make San Francisco drive the field without surrendering a sudden scoring play. The 49ers kept Denver to three points through three quarters and then finished the game with a 56-yard touchdown pass to George Kittle. That combination can punish an opponent that finally gains momentum only to allow an immediate response.

The Seahawks come in off a 30–23 home win over the Chargers, with Sam Darnold already back in the lineup after returning in Week 3. Protection and patience matter against a defense that just kept another passing offense quiet for most of the afternoon. Seattle's home edge is narrow in the forecast, so a turnover or a missed open-field tackle could easily decide both the game and the spread.

Ravens vs Falcons AI prediction

SUN · 8:20 pm ET · NBC
BaltimoreRavens
2423
Score prediction
AtlantaFalcons
KalshiWin probability based on market
BAL 40%ATL 61%
Projected marginRavens by 1
Projected total47 points
More analysis

Baltimore must make Atlanta earn its yards on the ground. The Ravens allowed Tennessee 85 rushing yards on 26 attempts, including Cam Ward's scrambles. Keeping that discipline against Bijan Robinson would put more of the game on Michael Penix Jr., rather than letting Atlanta build its passing attack around comfortable early-down gains.

This forecast assumes Tyler Huntley starts while Lamar Jackson deals with an ankle injury; Jackson's status is not settled. Huntley completed eight of nine passes in relief Sunday, but Baltimore did not score after halftime. The Ravens need a productive rushing game and enough intermediate completions to avoid asking their defense to protect a shrinking lead for an entire half.

Bills vs Rams AI prediction

MON · 8:15 pm ET · ESPN/ABC
BuffaloBills
2427
Score prediction
Los AngelesRams
KalshiWin probability based on market
BUF 41%LAR 60%
Projected marginRams by 3
Projected total51 points
More analysis

Buffalo can help Josh Allen by keeping the run central to its offense. James Cook gained 75 yards on 12 carries against New England, yet the Bills spent much of the game trying to solve disguised coverage through the air. Making the Rams account for the backfield would give Allen more favorable throwing situations and reduce the need to manufacture every third-down conversion.

Los Angeles returns home after beating Philadelphia 24–20, while Buffalo heads west following its first loss. The Rams' task is to limit Allen's extended plays without conceding steady gains underneath. Both teams can produce explosive scores, but the forecast leaves room for enough stalled drives to stay below a total in the mid-50s, with only a slim home advantage against the spread.

NFL AI picks record 2026

Period SU ATS O/U Best Pick
Week 4 9–7 10–6 5–11 1–0
Season 38–26 35–29 26–38 2–2

Records are compared against the original odds at time of publish.

How our NFL AI predictions work

Our NFL AI predictions use a custom forecasting model built with GPT-6 Astra to project a final score for each matchup using historical scoring results, team-strength ratings, game conditions, matchup details, and other relevant context for predicting the final score.

The score forecasts are fixed before we compare them with the selected Kalshi spread and total to produce our ATS and Over/Under picks. Kalshi percentages are market quotes, separate from the score forecasts. We track results against the original selections and lines at time of publish.

We’ll continue updating the process as the season develops 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.
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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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