Browns vs Bengals Prediction — AI Finds CAN'T MISS NFL Lines & Props (Dec 22)

Updated: 2024-12-15T02:28:40.156150ZBy Remi at Leans.AI — AI picks for ATS, ML, OU & props

The Cleveland Browns (3-11) are set to face the Cincinnati Bengals (6-8) on Sunday, December 22, 2024, at Paycor Stadium in Cincinnati. This AFC North matchup features two teams looking to end their seasons on a positive note, with the Bengals aiming to keep their slim playoff hopes alive and the Browns seeking to play spoiler against their division rival.

Get key insights, betting trends, and AI-powered predictions to help incorporate into your betting strategies.

AI Sports Betting Algorithm Remi

GAME INFO

Date: Dec 22, 2024

Start Time: 2:00 PM EST​

Venue: Paycor Stadium​

Bengals Record: (6-8)

Browns Record: (3-11)

OPENING ODDS

CLE Moneyline: +262

CIN Moneyline: -333

CLE Spread: +7

CIN Spread: -7.0

Over/Under: 48

CLE
Betting Trends

  • The Browns have struggled against the spread (ATS) this season, holding a 5-9 ATS record. They have failed to cover in three of their last four games, including a recent 27-14 loss to the Pittsburgh Steelers. Injuries and inconsistent quarterback play have contributed to their difficulties in covering spreads, particularly in road games where they have underperformed relative to expectations.

CIN
Betting Trends

  • The Bengals, with a 6-8 record, have been slightly better ATS, standing at 7-7. They have covered the spread in two of their last three games, including a 21-14 victory over the Browns earlier this season. Cincinnati has shown resilience in recent weeks, and their ability to cover spreads has been bolstered by improved offensive performances, especially at home where they have a favorable ATS record.

MATCHUP TRENDS

  • An interesting ATS statistic for this game is the Bengals’ performance as a favorite. Cincinnati is favored by seven points in this matchup, and they have a 4-2 ATS record when favored by a touchdown or more this season. This trend suggests that the Bengals have been reliable in covering larger spreads, which could influence betting decisions for this game.

CLE vs. CIN
Best Prop Bet

  • Remi's searched hard and is crunching tons of data, but hasn't found a good Prop Bet yet for this game.

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Cleveland vs Cincinnati Prediction & Odds:
Free NFL Betting Insights for 12/22/24

The Cleveland Browns and Cincinnati Bengals are set to clash in a Week 16 AFC North showdown that, despite both teams having challenging seasons, carries significant implications for divisional pride and future momentum. The Bengals, at 6-8, are clinging to slim playoff hopes and need a victory to keep their postseason aspirations alive. The Browns, enduring a 3-11 season, aim to disrupt their rival’s plans and build towards next year. Cincinnati enters the game following a series of mixed performances. Quarterback Joe Burrow has been a consistent bright spot, amassing over 3,300 passing yards and 24 touchdowns this season. His connection with wide receivers Ja’Marr Chase and Jerry Jeudy has been particularly effective, with both receivers combining for over 2,000 receiving yards. The Bengals’ offense averages 24.5 points per game, showcasing their ability to put up points when in rhythm. However, the Bengals face significant challenges on the defensive side. Defensive end Sam Hubbard is likely out for the season with a PCL injury, weakening their pass rush. Additionally, right guard Alex Cappa is in concussion protocol, potentially impacting the offensive line’s effectiveness in both pass protection and run blocking. These injuries could play a pivotal role in the team’s performance against the Browns. The Browns are dealing with their own set of adversities. Star running back Nick Chubb is out for the season after suffering a broken foot, marking his second consecutive season-ending injury. This loss significantly hampers Cleveland’s rushing attack, which has been a cornerstone of their offense.

The quarterback position remains unsettled, with head coach Kevin Stefanski undecided between starting Jameis Winston or turning to backups Dorian Thompson-Robinson or Bailey Zappe. This uncertainty under center has contributed to the team’s offensive struggles, as evidenced by their 3-11 record. Defensively, the Browns have had moments of effectiveness, particularly in their recent game against the Kansas City Chiefs, where they managed to contain Patrick Mahomes. Defensive end Myles Garrett continues to be a disruptive force, leading the team with 10 sacks. The secondary, led by cornerback Denzel Ward, has been opportunistic but will face a stern test against the Bengals’ potent receiving corps. The betting line favors the Bengals by seven points, with an over/under set at 48.5 points. Given the injuries and uncertainties on both sides, bettors may find this line reflective of Cincinnati’s recent form and home-field advantage. The Bengals’ need for a win to keep playoff hopes alive adds an extra layer of motivation, while the Browns’ role as spoilers could make them a dangerous opponent. Historically, matchups between these Ohio rivals have been fiercely contested, regardless of records. With both teams looking to assert dominance and end the season on a positive trajectory, this game promises to deliver competitive and hard-fought football. Fans can anticipate a game where pride and the desire to disrupt the other’s plans will be on full display at Paycor Stadium.

Cleveland Browns NFL Preview

The Cleveland Browns enter Week 16 with a 3-11 record, a disappointing campaign marked by injuries, inconsistency, and unfulfilled expectations. As they travel to face the Cincinnati Bengals, the Browns will look to salvage some pride and play spoiler for their AFC North rival, who remains in the playoff hunt. Offensively, the Browns’ struggles have been largely tied to instability at the quarterback position. Deshaun Watson’s injury earlier in the season derailed their plans, and neither Jameis Winston nor the backup duo of Dorian Thompson-Robinson and Bailey Zappe has been able to find consistent success. Head coach Kevin Stefanski faces a significant decision heading into this matchup as he determines who will start under center. Winston, while capable of explosive plays, has been turnover-prone, a trait that could spell trouble against a Bengals defense that thrives on forcing mistakes. The absence of star running back Nick Chubb, who suffered a season-ending foot injury, has left a massive void in the Browns’ offense. Chubb’s replacement, Jerome Ford, has shown flashes of promise but has struggled to carry the load consistently. Ford has rushed for just over 700 yards this season, and without Chubb’s physicality and elite vision, the Browns’ rushing attack has lacked its usual dominance. Kareem Hunt has provided some support, but the Browns will need a productive ground game to keep Cincinnati’s offense off the field. Cleveland’s receiving corps has been limited by inconsistent quarterback play. Amari Cooper remains the team’s top target, having amassed over 900 receiving yards despite the Browns’ struggles. Elijah Moore and tight end David Njoku have also contributed, but big plays have been rare, and red-zone efficiency has been a persistent issue for the Browns. Defensively, Cleveland continues to rely heavily on the performance of Myles Garrett, who has been one of the league’s most disruptive edge rushers this season. Garrett’s 10 sacks lead the team, and his ability to pressure Joe Burrow will be key to keeping the game competitive. The secondary, anchored by cornerback Denzel Ward, has had moments of success but has also given up critical plays in high-pressure situations. Ward’s matchup with Ja’Marr Chase will be one of the game’s key battles, and his ability to limit Chase’s production will play a major role in Cleveland’s defensive efforts. Stopping the run will also be a priority for the Browns. The Bengals’ rushing attack, while not elite, has been effective enough to complement their passing game. Cleveland’s defensive front, led by Garrett and Dalvin Tomlinson, will need to win battles at the line of scrimmage and force Cincinnati into long third-down situations. The Browns’ path to victory lies in playing clean football, minimizing turnovers, and finding success on the ground to control the clock. Defensively, they must pressure Burrow consistently and limit big plays from Cincinnati’s dynamic offense. While the odds are stacked against them, the Browns have an opportunity to play spoiler and end their season with a positive statement. For Cleveland, this game represents a chance to build toward next year and give their young players valuable experience against a talented divisional opponent. Pride and divisional rivalry will fuel their efforts, as they look to disrupt Cincinnati’s playoff aspirations and end their season on a competitive note.

The Cleveland Browns (3-11) are set to face the Cincinnati Bengals (6-8) on Sunday, December 22, 2024, at Paycor Stadium in Cincinnati. This AFC North matchup features two teams looking to end their seasons on a positive note, with the Bengals aiming to keep their slim playoff hopes alive and the Browns seeking to play spoiler against their division rival. Cleveland vs Cincinnati AI Prediction: Free NFL Betting Insights for Dec 22. Credit USA TODAY/IMAGN

Credit: USA TODAY/IMAGN

Cincinnati Bengals NFL Preview

The Cincinnati Bengals, standing at 6-8, are set to host the Cleveland Browns in a crucial Week 16 matchup that holds significant weight for their dwindling playoff aspirations. A victory is imperative to keep their postseason hopes alive, making this game a must-win scenario. Offensively, quarterback Joe Burrow continues to be the linchpin of the Bengals’ attack. With over 3,300 passing yards and 24 touchdowns this season, Burrow’s leadership and precision passing have been instrumental. His rapport with wide receivers Ja’Marr Chase and Jerry Jeudy has been particularly noteworthy, with both receivers surpassing 1,000 receiving yards. Chase’s explosiveness and Jeudy’s route-running prowess provide a dynamic duo that challenges opposing secondaries. The running game, led by Chase Brown, has been serviceable, contributing to a balanced offensive approach. However, the offensive line faces challenges, especially with right guard Alex Cappa in concussion protocol. The line’s ability to protect Burrow and create running lanes will be pivotal against a Browns defense featuring formidable pass rusher Myles Garrett. Defensively, the Bengals have encountered setbacks. The likely season-ending PCL injury to defensive end Sam Hubbard diminishes their pass-rushing capabilities. Hubbard’s absence puts additional pressure on Trey Hendrickson, who has been the team’s most consistent defensive lineman this season. Hendrickson leads the Bengals with 11.5 sacks and will be tasked with pressuring the Browns’ quarterback, whether it’s Jameis Winston or one of Cleveland’s backups. The secondary has also shown vulnerabilities, particularly against teams with strong passing attacks. Cornerbacks Chidobe Awuzie and Mike Hilton have been inconsistent, and their ability to contain Cleveland’s limited receiving options will play a crucial role. Safety Jessie Bates III will need to provide leadership on the back end and capitalize on any errant throws, as turnovers could be a deciding factor. The Bengals’ linebacker corps, led by Logan Wilson, remains one of the more underrated units in the league. Wilson’s ability to stop the run and drop into coverage gives Cincinnati flexibility defensively. However, the focus will remain on shutting down Cleveland’s ground game, even with Nick Chubb sidelined. If Cincinnati can neutralize the Browns’ rushing attack, they will force Cleveland into relying on their uncertain quarterback play, creating opportunities for turnovers. On special teams, kicker Evan McPherson continues to be a reliable weapon for the Bengals, converting on 89% of his field goal attempts this season. In a game that could come down to key moments, McPherson’s accuracy and clutch performances may provide the Bengals with a significant edge. The Bengals’ return game has also been solid, with Trayveon Williams providing consistent field position advantages. Head coach Zac Taylor has emphasized the importance of playing clean, disciplined football, especially in critical matchups like this. Cincinnati has struggled with penalties in recent weeks, and avoiding costly mistakes will be essential against a Browns team that, despite its struggles, can be opportunistic. The path to victory for the Bengals lies in executing their strengths: Joe Burrow must continue to lead a productive and efficient offense while the defense focuses on stopping the run and forcing Cleveland’s offense into predictable passing situations. The Bengals’ home-field advantage at Paycor Stadium, combined with the urgency of their slim playoff hopes, should provide additional motivation to deliver a complete performance. A win for Cincinnati would keep their postseason hopes alive heading into the final weeks of the regular season and provide momentum for a strong finish. With their talented roster and a proven leader in Burrow, the Bengals have the tools to take care of business at home against a struggling Browns team.

Cleveland vs. Cincinnati Prop Picks (AI)

AI algorithm Remi is pouring through mountains of stats on each line. In fact, anytime the Browns and Bengals play there’s always several intriguing angles to key in on. Not to mention games played at Paycor Stadium in Dec almost always follow normal, predictable betting trends.
Remi's searched hard and is crunching tons of data, but hasn't found a good Prop Bet yet for this game.

Cleveland vs. Cincinnati Prediction (AI)

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Remi, our AI sports algorithm, has been pouring over millions of data from every angle between the Browns and Bengals and using recursive machine learning and kick-ass AI to crunch the data to a single cover probability.

Oddly enough, we’ve seen the AI has been most fixated on the trending weight emotional bettors often put on coaching factors between a Browns team going up against a possibly unhealthy Bengals team. In reality, the true game analytics appear to reflect a slight lean against one Vegas line in particular.

Unlock this in-depth AI prediction and all of our NFL AI picks for FREE now.

Below is our current AI Cleveland vs Cincinnati picks, computer picks Browns vs Bengals, best bets, model edges, confidence ratings.

DATE GAME LEAN %WIN UNITS LEVEL
NFL 11/10 PHI@GB UNLOCK THIS PICK 6 VAULT v3 Locked VAULT v3
NFL 11/10 PHI@GB UNLOCK THIS PICK 4 EXECUTIVE Locked EXECUTIVE
NFL 11/10 PHI@GB UNLOCK THIS PICK 4 EXECUTIVE Locked EXECUTIVE
NFL 11/10 PHI@GB UNLOCK THIS PICK 1 INTEL Locked INTEL

These picks update as information changes—injury reports, weather, and market movement. Each line shows our model’s fair price, the edge versus the market, and a unit confidence rating (1–10). Odds and availability vary by sportsbook and time. Edges are computed against the listed price; value may change after line moves. Always shop for the best number. See the full NFL Schedule.

Browns Betting Trends

The Browns have struggled against the spread (ATS) this season, holding a 5-9 ATS record. They have failed to cover in three of their last four games, including a recent 27-14 loss to the Pittsburgh Steelers. Injuries and inconsistent quarterback play have contributed to their difficulties in covering spreads, particularly in road games where they have underperformed relative to expectations.

Bengals Betting Trends

The Bengals, with a 6-8 record, have been slightly better ATS, standing at 7-7. They have covered the spread in two of their last three games, including a 21-14 victory over the Browns earlier this season. Cincinnati has shown resilience in recent weeks, and their ability to cover spreads has been bolstered by improved offensive performances, especially at home where they have a favorable ATS record.

Browns vs. Bengals Matchup Trends

An interesting ATS statistic for this game is the Bengals’ performance as a favorite. Cincinnati is favored by seven points in this matchup, and they have a 4-2 ATS record when favored by a touchdown or more this season. This trend suggests that the Bengals have been reliable in covering larger spreads, which could influence betting decisions for this game.

Cleveland vs. Cincinnati Game Info

Cleveland vs Cincinnati starts on December 22, 2024 at 2:00 PM EST.

Spread: Cincinnati -7.0
Moneyline: Cleveland +262, Cincinnati -333
Over/Under: 48

Cleveland: (3-11)  |  Cincinnati: (6-8)

Remi's searched hard and is crunching tons of data, but hasn't found a good Prop Bet yet for this game.. Prices move—always shop for the best number.

An interesting ATS statistic for this game is the Bengals’ performance as a favorite. Cincinnati is favored by seven points in this matchup, and they have a 4-2 ATS record when favored by a touchdown or more this season. This trend suggests that the Bengals have been reliable in covering larger spreads, which could influence betting decisions for this game.

CLE trend: The Browns have struggled against the spread (ATS) this season, holding a 5-9 ATS record. They have failed to cover in three of their last four games, including a recent 27-14 loss to the Pittsburgh Steelers. Injuries and inconsistent quarterback play have contributed to their difficulties in covering spreads, particularly in road games where they have underperformed relative to expectations.

CIN trend: The Bengals, with a 6-8 record, have been slightly better ATS, standing at 7-7. They have covered the spread in two of their last three games, including a 21-14 victory over the Browns earlier this season. Cincinnati has shown resilience in recent weeks, and their ability to cover spreads has been bolstered by improved offensive performances, especially at home where they have a favorable ATS record.

See our latest NFL picks and odds pages for 2024 to compare prices before you bet.

Cleveland vs. Cincinnati Odds

Remi is pouring through mountains of stats on each player. In fact, anytime the Cleveland vs Cincinnati trends are analyzed, there’s always several intriguing angles to key in on. Not to mention games played at extreme travel distance almost always follow normal, predictable patterns.

Cleveland vs Cincinnati Opening Odds

CLE Moneyline: +262
CIN Moneyline: -333
CLE Spread: +7
CIN Spread: -7.0
Over/Under: 48

Cleveland vs Cincinnati Live Odds

Games PTS ML SPR O/U
Nov 13, 2025 8:15PM EST
New York Jets
New England Patriots
11/13/25 8:15PM
Jets
Patriots
+534
-750
+11.5 (-103)
-11.5 (-107)
O 43 (-107)
U 43 (-107)
Nov 16, 2025 9:30AM EST
Washington Commanders
Miami Dolphins
11/16/25 9:30AM
Commanders
Dolphins
+132
-152
+3 (-107)
-3 (-103)
O 47.5 (-109)
U 47.5 (-105)
Nov 16, 2025 1:00PM EST
Carolina Panthers
Atlanta Falcons
11/16/25 1PM
Panthers
Falcons
+165
-190
+3.5 (-110)
-3.5 (+100)
O 42.5 (-107)
U 42.5 (-107)
Nov 16, 2025 1:00PM EST
Chicago Bears
Minnesota Vikings
11/16/25 1PM
Bears
Vikings
+142
-162
+3 (-105)
-3 (-105)
O 49 (-113)
U 49 (-102)
Nov 16, 2025 1:00PM EST
Los Angeles Chargers
Jacksonville Jaguars
11/16/25 1PM
Chargers
Jaguars
-150
+130
-2.5 (-118)
+2.5 (+107)
O 44 (-107)
U 44 (-107)
Nov 16, 2025 1:00PM EST
Green Bay Packers
New York Giants
11/16/25 1PM
Packers
Giants
-450
+350
-7.5 (-114)
+7.5 (-106)
O 44.5 (-105)
U 44.5 (-115)
Nov 16, 2025 1:00PM EST
Cincinnati Bengals
Pittsburgh Steelers
11/16/25 1PM
Bengals
Steelers
+200
-240
+5.5 (-110)
-5.5 (+100)
O 48.5 (-107)
U 48.5 (-107)
Nov 16, 2025 1:00PM EST
Tampa Bay Buccaneers
Buffalo Bills
11/16/25 1PM
Buccaneers
Bills
+215
-260
+5.5 (-105)
-5.5 (-105)
O 49 (-107)
U 49 (-107)
Nov 16, 2025 1:00PM EST
Houston Texans
Tennessee Titans
11/16/25 1PM
Texans
Titans
-355
+285
-7 (-108)
+7 (-102)
O 39 (-114)
U 39 (-101)
Nov 16, 2025 4:05PM EST
San Francisco 49ers
Arizona Cardinals
11/16/25 4:05PM
49ers
Cardinals
-140
+120
-2.5 (-105)
+2.5 (-105)
O 48.5 (-107)
U 48.5 (-107)
Nov 16, 2025 4:05PM EST
Seattle Seahawks
Los Angeles Rams
11/16/25 4:05PM
Seahawks
Rams
+130
-150
+2.5 (+104)
-2.5 (-115)
O 49 (-102)
U 49 (-113)
Nov 16, 2025 4:25PM EST
Kansas City Chiefs
Denver Broncos
11/16/25 4:25PM
Chiefs
Broncos
-200
+174
-4 (-103)
+4 (-107)
O 44.5 (-107)
U 44.5 (-107)
Nov 16, 2025 4:25PM EST
Baltimore Ravens
Cleveland Browns
11/16/25 4:25PM
Ravens
Browns
-425
+334
-8.5 (-102)
+8.5 (-108)
O 40.5 (-118)
U 40.5 (+103)
Nov 16, 2025 8:20PM EST
Detroit Lions
Philadelphia Eagles
11/16/25 8:20PM
Lions
Eagles
+106
-124
+1.5 (-110)
-1.5 (-110)
O 48.5 (-105)
U 48.5 (-115)
Nov 17, 2025 8:15PM EST
Dallas Cowboys
Las Vegas Raiders
11/17/25 8:15PM
Cowboys
Raiders
-185
+161
-3.5 (-105)
+3.5 (-105)
O 50 (-107)
U 50 (-107)

NFL Past Picks

Remi—our in-house AI—prices every game and prop using multi-season priors, tempo/efficiency, injury/usage signals, and market movement.
We publish fair prices, recommended “buy-to” numbers, and confidence so you can bet prices, not teams.

This preview covers Cleveland Browns vs. Cincinnati Bengals on December 22, 2024 at Paycor Stadium.
Odds shown reflect widely available numbers and may update closer to kickoff.

Want more? Check live edges, player props, and line moves on our NFL odds pages, and compare prices before you place a bet.

    LEAN     %WIN     UNITS RESULT
LV@DEN RILEY MOSS OVER 4.5 TACKLE + ASST 54.8% 4 WIN
LV@DEN UNDER 43 53.4% 2 WIN
ARI@DAL BUDDA BAKER OVER 7.5 TACKLES + ASSTS 54.4% 4 WIN
ARI@DAL GEORGE PICKENS OVER 4.5 RECEPTIONS 56.6% 6 WIN
DEN@HOU WIL LUTZ OVER 1.5 MADE FIELD GOALS 54.2% 3 LOSS
SEA@WAS SEA -3 56.7% 6 WIN
IND@PIT IND -3 56.8% 6 LOSS
LAC@TEN LAC -9.5 56.2% 6 LOSS
CHI@CIN CHI -2.5 52.6% 2 WIN
SEA@WAS OVER 48 52.9% 2 WIN
SEA@WAS JAYDEN DANIELS OVER 20.5 PASS COMP 56.7% 6 LOSS
JAC@LV JAC -140 64.2% 7 WIN
NO@LAR LAR -14 55.0% 4 WIN
DEN@HOU HOU -1.5 54.2% 3 LOSS
CAR@GB GB -12.5 55.4% 5 LOSS
SF@NYG NYG +2.5 56.1% 5 LOSS
BAL@MIA TUA TAGOVAILOA UNDER 0.5 INT 55.3% 5 LOSS
TB@NO TB -3.5 52.3% 1 WIN
GB@PIT GB -2.5 52.3% 1 WIN
SF@HOU SF +2.5 56.0% 6 LOSS
NYG@PHI NYG +7.5 53.9% 3 LOSS
BUF@CAR CAR +7.5 54.2% 3 LOSS
DAL@DEN DAL +3.5 55.0% 4 LOSS
MIA@ATL MIA +7 54.3% 4 WIN
CLE@NE CLE +7 56.8% 6 LOSS
TB@NO BAKER MAYFIELD OVER 15.5 RUSH YDS 56.6% 6 LOSS
MIN@LAC JUSTIN HERBERT PASS ATT UNDER 35.5 55.5% 5 WIN
TB@DET TB +6.5 54.4% 4 LOSS
TB@DET RACHAAD WHITE UNDER 14.5 RUSH ATT 54.4% 4 WIN
NE@TEN NE -6.5 55.2% 5 WIN
CAR@NYJ CAR -110 57.4 4 WIN
PHI@MIN PHI -130 58.0% 6 WIN
GB@ARI ARI +7 54.8% 5 WIN
NO@CHI NO +4.5 57.4% 7 LOSS
WAS@DAL JAYDEN DANIELS 1H RUSH YDS OVER 22.5 56.1% 5 WIN
GB@ARI JORDAN LOVE 1Q PASS YDS OVER 54.5 56.6% 6 WIN
PIT@CIN JONNU SMITH RECEPTIONS OVER 3.5 55.3% 5 LOSS
BUF@ATL BUF -3.5 54.7% 4 LOSS
CHI@WAS JAYDEN DANIELS OVER 1.5 PASS TDS 56.6% 6 WIN
TEN@LV UNDER 42 54.8% 3 WIN
DET@KC DET +2.5 55.7% 7 LOSS
SEA@JAC SEA -112 55.7% 5 WIN
LAC@MIA LAC -3.5 54.0% 3 LOSS
ARI@IND IND -8.5 55.6% 5 LOSS
TEN@LV TEN +4.5 56.7% 6 LOSS
LAR@BAL LAR -7 56.2% 6 WIN
SF@TB SF +3.5 57.2% 7 LOSS
CLE@PIT JAYLEN WARREN UNDER 46.5 RUSH YDS 54.4% 4 LOSS
DEN@NYJ BREECE HALL OVER 26.5 RECV YDS 55.0% 4 LOSS
KC@JAC UNDER 45.5 54.9% 3 LOSS
KC@JAC PATRICK MAHOMES UNDER 23.5 PASS COMP 56.6% 6 LOSS