NFL AI Predictions Week 4: 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 2, 2026 , 05:45 PM ET

We trained ChatGPT to project the final score for every game in NFL Week 4, along with ATS and Over/Under picks based on the latest odds from Kalshi.

NFL AI predictions Week 4, Jacksonville Jaguars quarterback Trevor Lawrence (16) reacts at EverBank Stadium.
Photo By - Morgan Tencza / Imagn Images via Reuters Connect. Jacksonville Jaguars quarterback Trevor Lawrence (16) reacts at EverBank Stadium.

After an 11-5 week straight up and against the spread, our NFL AI predictions for Week 4 kicked off this week with two winners Thursday night, cashing Browns +2.5 and Over 38.5 in Cleveland's 27-24 victory over the Pittsburgh Steelers. We're backing two more underdogs to win outright this weekend as part our AI picks and score predictions for all 16 games, which we've also compared against our Covers computer projections and NFL expert picks.

I trained our AI prediction model using GPT-6 Astra, the latest version of ChatGPT, using decades of historical data combined with preseason ratings and real-time updates during the season. The model has generated an exact score prediction for all 16 games, which powers its NFL picks against the spread and on the total based on the latest NFL odds.

NFL AI picks for every Week 4 game

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

Kickoff Matchup ATS O/U Score
Oct 18:15 pmPrime Video
PITCLE
CLE+2.5 ✅ Over38.5 ✅ PIT 21CLE 19
Oct 49:30 amNFL Network
INDWAS
WAS+3.5 Over47.5 IND 27WAS 24
Oct 41 pmCBS
TENBAL
TEN+11.5 Over43.5 BAL 27TEN 17
Oct 41 pmCBS
NEBUF
BUF-6.5 Under48.5 BUF 27NE 20
Oct 41 pmFOX
NYJCHI
CHI-3.5 Over42.5 CHI 27NYJ 20
Oct 41 pmCBS
JAXCIN
JAX+2.5 Under51.5 JAX 26CIN 24
Oct 41 pmFOX
DALHOU
DAL+2.5 Under47.5 HOU 24DAL 22
Oct 41 pmCBS
ARINYG
NYG+1.5 Under44.5 ARI 21NYG 20
Oct 41 pmFOX
LARPHI
PHI+3.5 Under43.5 LAR 23PHI 20
Oct 41 pmFOX
GBTB
TB+3.5 Over40.5 TB 24GB 23
Oct 44:05 pmFOX
MIAMIN
MIA+10.5 Over38.5 MIN 24MIA 16
Oct 44:25 pmCBS
KCLV
KC-4.5 Under47.5 KC 24LV 19
Oct 44:25 pmCBS
LACSEA
SEA-7.5 Over42.5 SEA 27LAC 17
Oct 44:25 pmCBS
DENSF
SF-2.5 Under46.5 SF 26DEN 20
Oct 48:20 pmNBC
DETCAR
CAR+3.5 Over50.5 DET 27CAR 24
Oct 58:15 pmESPN
ATLNO
NO-2.5 Under48.5 NO 24ATL 20
to coverJaguars at Bengals · Sunday, 1 pm ET
Jacksonville Jaguars

Jaguars+2.5

Score prediction
Jaguars 26, Bengals 24

Jacksonville has the protection to give Cincinnati trouble

Jacksonville can challenge Cincinnati without asking Trevor Lawrence to live on low-percentage deep balls. Through three games, 37% of his passes have traveled between 10 and 20 yards downfield, the highest share among qualifying quarterbacks. The Jaguars have allowed just four sacks, giving those intermediate routes time to develop. That protection faces a demanding test against a Bengals defense generating pressure on 39.7% of dropbacks despite blitzing less often than any other team.

The other difference-maker is Jacksonville's work near the goal line. Opponents have scored touchdowns on just 20% of their red-zone trips, with the Jaguars intercepting passes there in consecutive games. Expecting another takeaway would be asking too much, but making Cincinnati settle for field goals can be enough in a close contest. The receiving threats examined in our Jaguars vs. Bengals prediction make that challenge clear: Jacksonville needs disciplined coverage on Ja'Marr Chase and Tee Higgins, rather than selling out to stop every completion.

NFL AI biggest upset: Buccaneers over Packers

Biggest outright upsetPackers at Buccaneers · Sunday, 1 pm ET
Tampa Bay Buccaneers

BuccaneersWin outright

Score prediction
Buccaneers 24, Packers 23

Tampa Bay's defense has to carry its rookie quarterback

Tampa Bay's best chance begins by making Green Bay one-dimensional. The Buccaneers have allowed just 3.12 yards per carry, while the Packers have managed 3.04. If that matchup holds, Jordan Love will have to keep converting passing downs instead of using the running game to dictate coverage. Green Bay has converted only 10 of 36 third downs, giving Tampa Bay a credible way to get the ball back without needing a takeaway every time.

With Jalon Daniels making his first start for the injured Baker Mayfield, Bucky Irving becomes especially important. Irving is averaging 4.50 yards per carry, offering Tampa Bay a way to keep its rookie out of the long-yardage situations that have exposed a line with 13 sacks allowed. The quarterback concerns explored in our Packers vs. Buccaneers prediction are real, but Daniels doesn't have to carry the offense himself. Productive early-down runs and manageable throws would let Tampa Bay's defense keep the game within reach into the fourth quarter.

NFL Week 4 AI picks vs. computer picks and expert picks

As kickoffs near, we've gathered all of our Covers computer picks and our NFL expert Chris Vasile's Week 4 picks against the spread to find consensus among our various projections. Picks are listed with the odds at time of publish for those picks.

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NFL Week 4 AI predictions and analysis

Colts vs Commanders AI prediction

SUN · 9:30 am ET · NFL Network · London
IndianapolisColts
2724
Score prediction
WashingtonCommanders
KalshiWin probability based on market
IND 64%WAS 37%
Projected marginColts by 3
Projected total51 points
More analysis

Washington gets another start from Marcus Mariota, plus help on both sides of the ball. Jayden Daniels was ruled out Friday, while linebacker Frankie Luvu and tight end Chig Okonkwo are set to return. Luvu's ability to pressure from inside gives Washington another way to unsettle Daniel Jones; Okonkwo adds a receiving option for Mariota. Those additions matter to a team trying to sustain the offensive progress examined in our Colts vs. Commanders prediction.

Indianapolis held Houston to 237 yards last week, but one strong defensive outing doesn't erase its difficult opening two games. Washington's win over Seattle also relied heavily on turnovers. Mariota needs repeatable gains rather than another supply of short fields, and the returning personnel give the Commanders a better chance to find them in London.

Titans vs Ravens AI prediction

SUN · 1 pm ET · CBS
TennesseeTitans
1727
Score prediction
BaltimoreRavens
KalshiWin probability based on market
TEN 15%BAL 86%
Projected marginRavens by 10
Projected total44 points
More analysis

Baltimore's scoring power doesn't automatically translate into a runaway win. Tennessee's three losses have obscured some competitive football: it stayed level with Philadelphia through three quarters and reached the Giants' 7-yard line with a chance to win before an interception ended the threat. That ability to remain involved is central to our Titans vs. Ravens prediction, especially against a Ravens defense that just conceded 31 points to Dallas.

The Titans can't afford to waste those scoring chances again. Finishing a few drives would force Baltimore to keep attacking instead of simply protecting a lead. Tennessee's defense has allowed 59 points through three games, providing enough resistance to make the double-digit head start useful without requiring Cam Ward to match Lamar Jackson throw for throw.

Patriots vs Bills AI prediction

SUN · 1 pm ET · CBS
New EnglandPatriots
2027
Score prediction
BuffaloBills
KalshiWin probability based on market
NE 27%BUF 74%
Projected marginBills by 7
Projected total47 points
More analysis

James Cook gives Buffalo an answer when Josh Allen's passing game isn't at its sharpest. Cook gained 154 yards on 24 carries against the Chargers, with every run producing positive yardage. That ability to avoid wasted downs is an important complement to the quarterback advantage in our Patriots vs. Bills prediction: New England has scored just 36 points through three games, so Buffalo can build separation through sustained drives rather than needing a string of explosive throws.

The Patriots' defense has been more competitive than their offense, which matters to the total. Buffalo can win the field-position battle and control possession without turning this into a shootout. For Drake Maye, avoiding sacks and giveaways is the first step toward keeping New England close; an offense struggling to finish drives cannot keep surrendering possessions before reaching midfield.

Jets vs Bears AI prediction

SUN · 1 pm ET · FOX
New YorkJets
2027
Score prediction
ChicagoBears
KalshiWin probability based on market
NYJ 39%CHI 63%
Projected marginBears by 7
Projected total47 points
More analysis

The Jets' Friday injury news strengthens Chicago's advantage around the quarterback. Breece Hall, Adonai Mitchell, Mason Taylor, and guard Dylan Parham were ruled out, removing both receiving options and a blocker from an offense already struggling to run efficiently. The protection concerns in our Jets vs. Bears prediction now extend beyond one questionable player, giving Chicago more opportunities to force Geno Smith into predictable passing situations.

The Bears had not announced their starter as of Friday's team update, but Case Keenum's work against Philadelphia showed what Ben Johnson can create with a manageable game plan. Keenum threw for 247 yards and two touchdowns without a sack or turnover. Chicago's running game can keep that structure intact, reducing how often the quarterback must rescue a possession on third-and-long.

Jaguars vs Bengals AI prediction

SUN · 1 pm ET · CBS
JacksonvilleJaguars
2624
Score prediction
CincinnatiBengals
KalshiWin probability based on market
JAX 44%CIN 58%
Projected marginJaguars by 2
Projected total50 points
More analysis

Jacksonville's run defense can make Cincinnati work harder for its scoring chances. The Jaguars have allowed 91.3 rushing yards per game, limiting opponents' ability to stay comfortable on early downs. The Joe Burrow-to-Ja'Marr Chase connection examined in our Jaguars vs. Bengals prediction is a much tougher assignment, but Jacksonville can improve its coverage options if it controls the ground game without continually bringing an extra defender toward the line.

There is room for Burrow to move the ball against a defense allowing 235.7 passing yards per game. The distinction is whether those yards become touchdowns. Jacksonville's red-zone stops have helped keep opponents to 12 points per game, and forcing a few long possessions to end in field goals would leave Lawrence's offense fewer points to chase.

Cowboys vs Texans AI prediction

SUN · 1 pm ET · FOX
DallasCowboys
2224
Score prediction
HoustonTexans
KalshiWin probability based on market
DAL 41%HOU 59%
Projected marginTexans by 2
Projected total46 points
More analysis

Dak Prescott gives Dallas a way to stay close even if its depleted defense struggles. The Cowboys pushed Baltimore to a last-minute field goal last week, while Houston has scored only 23 points across its past two games. The offensive contrast behind our Cowboys vs. Texans prediction matters here: the Texans need to demonstrate that they can turn promising possessions into points before home field alone is enough to justify expecting separation.

Pass protection offers a useful counterweight to the shootout potential. Houston has recorded 11 sacks, but Dallas has allowed only three. The Texans can still interrupt drives with pressure, while the Cowboys have shown they can keep Prescott upright. A few stalled possessions or field-goal finishes would keep a competitive game from becoming the high-scoring exchange the quarterbacks' reputations suggest.

Cardinals vs Giants AI prediction

SUN · 1 pm ET · CBS
ArizonaCardinals
2120
Score prediction
New YorkGiants
KalshiWin probability based on market
ARI 56%NYG 45%
Projected marginCardinals by 1
Projected total41 points
More analysis

A game built around the run gives the Giants a chance to keep this tight. Arizona handed Jeremiyah Love 21 carries against San Francisco, and the rookie's growing role is a focal point of our Cardinals vs. Giants prediction. New York also leaned on the ground game in its win over Tennessee, asking Jameis Winston to manage possessions rather than chase explosive passing plays.

That approach leaves little room for empty red-zone trips: the Giants won last week with four field goals and no touchdowns. Arizona's 30-point performance in San Francisco showed more offensive upside, but it also allowed 36. New York needs enough early-down production to avoid obvious passing situations and make Arizona defend sustained drives. Fewer possessions would give each stop more weight and help keep the margin small.

Rams vs Eagles AI prediction

SUN · 1 pm ET · FOX
Los AngelesRams
2320
Score prediction
PhiladelphiaEagles
KalshiWin probability based on market
LAR 62%PHI 40%
Projected marginRams by 3
Projected total43 points
More analysis

Philadelphia needs cleaner possessions more urgently than a dramatic offensive overhaul. Penalties and pressure repeatedly put the Eagles behind schedule in Chicago, leaving Jalen Hurts to solve difficult passing downs. That problem runs through our Rams vs. Eagles prediction, and it won't disappear simply because Philadelphia returns home. The useful adjustment is avoiding the mistakes that turn a manageable series into a punt before the offense can build rhythm.

Los Angeles held Denver to 257 yards and 4.3 yards per play despite losing, so last week's final score undersells the Rams' defensive work. Sean McVay also expects Puka Nacua back, making Philadelphia's defensive assignment tougher. The Eagles' best route to staying within reach is to protect the ball, extend possessions, and make Matthew Stafford work through full drives instead of handing him short fields.

Packers vs Buccaneers AI prediction

SUN · 1 pm ET · FOX
Green BayPackers
2324
Score prediction
Tampa BayBuccaneers
KalshiWin probability based on market
GB 63%TB 38%
Projected marginBuccaneers by 1
Projected total47 points
More analysis

Bucky Irving can make Jalon Daniels' first start more manageable. Tampa Bay's rookie quarterback inherits an offense that has allowed 13 sacks, making early-down production crucial. Irving's 4.50 yards per carry offers a practical answer: second-and-short gives Daniels more options than a predictable dropback against Green Bay's rush. That protection challenge sits at the heart of our Packers vs. Buccaneers prediction.

The Buccaneers can help their rookie from the other side, too. Green Bay's ground game is averaging just 3.04 yards per carry, and Tampa Bay has been difficult to move against on the ground. Keeping the Packers in passing situations would let the Bucs concentrate on preventing Love's deep completions. Daniels then needs to finish the possessions his defense earns, with safe throws and timely runs rather than forced attempts into coverage.

Dolphins vs Vikings AI prediction

SUN · 4:05 pm ET · FOX
MiamiDolphins
1624
Score prediction
MinnesotaVikings
KalshiWin probability based on market
MIA 17%MIN 84%
Projected marginVikings by 8
Projected total40 points
More analysis

Miami received a useful backfield boost Friday, with Jaylen Wright expected to play. Coach Jeff Hafley also expects center Aaron Brewer to be available, giving the Dolphins help after De'Von Achane's season-ending injury. That matters against the pressure and third-down defense examined in our Dolphins vs. Vikings prediction: getting into manageable downs is essential when Brian Flores can disguise where the rush is coming from.

Minnesota's defense has carried more of the load than its offense. The Vikings entered the week last in yards per play, so a comfortable home win still requires sustained scoring. Miami can make the points matter by protecting possession and forcing long drives. Wright's return offers a way to create enough offensive balance for the Dolphins to contribute on the scoreboard without asking them to become an explosive attack overnight.

Chiefs vs Raiders AI prediction

SUN · 4:25 pm ET · CBS
Kansas CityChiefs
2419
Score prediction
Las VegasRaiders
KalshiWin probability based on market
KC 66%LV 36%
Projected marginChiefs by 5
Projected total43 points
More analysis

Kansas City's defense faces a more complete Raiders passing game with Brock Bowers back. Bowers caught 10 passes for 116 yards and a touchdown in his return, giving Kirk Cousins an underneath target who can punish extra attention elsewhere. His impact is a major part of our Chiefs vs. Raiders prediction, and the Chiefs need to limit yards after the catch rather than treating every short completion as a defensive win.

Kansas City has allowed only 50 points through three games, giving it a stronger base than the Raiders' big afternoon in New Orleans might suggest. Both offenses also have reasons to use their running backs and sustain possessions. If the Chiefs tackle well underneath and make Las Vegas convert repeatedly, Patrick Mahomes can build a lead without needing a game full of quick scores.

Chargers vs Seahawks AI prediction

SUN · 4:25 pm ET · CBS
Los AngelesChargers
1727
Score prediction
SeattleSeahawks
KalshiWin probability based on market
LAC 25%SEA 76%
Projected marginSeahawks by 10
Projected total44 points
More analysis

Seattle's loss in Washington was driven by turnovers rather than an inability to move the ball. The Seahawks outgained the Commanders 437-258 and averaged 6.8 yards per play to Washington's 4.0, but lost the turnover battle 3-0. That distinction matters to our Chargers vs. Seahawks prediction: the Chargers managed only 16 points in Buffalo despite forcing five turnovers, so their offense hasn't shown it can consistently capitalize even when the defense provides extra opportunities.

Seattle can create separation by making Los Angeles drive the length of the field. Justin Herbert faces a defense that has limited gains between turnovers, while Sam Darnold's offense has already shown it can sustain production. Cleaner ball security would let Seattle's efficiency count on the scoreboard and keep the Chargers from controlling the game through field position.

Broncos vs 49ers AI prediction

SUN · 4:25 pm ET · CBS
DenverBroncos
2026
Score prediction
San Francisco49ers
KalshiWin probability based on market
DEN 44%SF 58%
Projected margin49ers by 6
Projected total46 points
More analysis

San Francisco's protection forces Denver to earn its disruption. The 49ers have reached Week 4 without allowing a sack, letting Brock Purdy operate an offense that has scored 98 points. That clean-pocket efficiency is the foundation of our Broncos vs. 49ers prediction, and Denver's eight sacks make this a meaningful test of whether San Francisco can keep its passing game on schedule against a productive rush.

The Broncos also need steadier offense than the comeback they required against the Rams. Falling behind would allow San Francisco to anticipate passing downs and make Bo Nix carry more of the game. Denver can keep the scoring contained by sustaining possessions and finishing tackles, but the 49ers' ability to avoid negative plays gives them the clearer route to winning the exchanges that decide a close game.

Lions vs Panthers AI prediction

SUN · 8:20 pm ET · NBC
DetroitLions
2724
Score prediction
CarolinaPanthers
KalshiWin probability based on market
DET 65%CAR 36%
Projected marginLions by 3
Projected total51 points
More analysis

Carolina's offense has to relieve a secondary missing both starting outside cornerbacks. Jaycee Horn and Mike Jackson went on injured reserve Wednesday, leaving Jared Goff opportunities to test inexperienced replacements. The pressure on Bryce Young's protection in our Lions vs. Panthers prediction is therefore especially important: Carolina cannot afford a succession of short possessions that keeps sending that depleted defense back onto the field.

Detroit has given opponents openings of its own, allowing 95 points through three games despite scoring 93. The Lions' secondary injuries give Young somewhere to attack if his protection holds up. Carolina's route to staying close is to answer drives and take the available completions before the rush arrives. That can keep the Panthers involved even if they struggle to get consistent stops against Goff and Jahmyr Gibbs.

Falcons vs Saints AI prediction

MON · 8:15 pm ET · ESPN
AtlantaFalcons
2024
Score prediction
New OrleansSaints
KalshiWin probability based on market
ATL 44%NO 57%
Projected marginSaints by 4
Projected total44 points
More analysis

New Orleans' passing game carries more responsibility after Travis Etienne went on injured reserve Thursday. The Saints have averaged 27 points through three games, but protecting Tyler Shough becomes more important as the backfield loses another option. Atlanta's pass rush is a central concern in our Falcons vs. Saints prediction, making quick decisions and avoiding long-yardage situations crucial to keeping the home offense productive.

Michael Penix Jr. gave Atlanta a substantial lift in Green Bay, yet that 35-point performance followed just 16 points across the Falcons' first two games. New Orleans needs to make Atlanta assemble long drives rather than allow another afternoon of easy gains. If Shough gets the ball out on time and the Saints limit explosives, their passing attack can supply the decisive scores without requiring a shootout.

NFL AI picks record 2026

Period SU ATS O/U Best Pick
Week 3 11–5 11–5 7–9 1–0
Season 29–20 26–23 22–27 1–2

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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