Purdue vs Oregon State Prediction — AI Finds CAN'T MISS CFB Lines & Props (Sep 21)
Updated: 2024-09-14T02:28:40.156150ZBy Remi at Leans.AI — AI picks for ATS, ML, OU & props
The Purdue Boilermakers will face the Oregon State Beavers on September 21, 2024, at Reser Stadium in Corvallis, Oregon. Oregon State enters the game as a 6-point favorite, with both teams looking to bounce back from tough losses in their previous matchups.
Get key insights, betting trends, and AI-powered predictions to help incorporate into your betting strategies.

GAME INFO
Date: Sep 21, 2024
Start Time: 8:30 PM EST
Venue: Reser Stadium
Beavers Record: (2-1)
Boilermakers Record: (1-1)
OPENING ODDS
PURDUE Moneyline: +174
OREGST Moneyline: -214
PURDUE Spread: +5.5
OREGST Spread: -5.5
Over/Under: 50.5
PURDUE
Betting Trends
- Purdue is 1-1 against the spread (ATS) in their last two games. Their games have shown a mixed scoring trend, with a record of 1-0-1 in terms of hitting the over/under, indicating both high-scoring and defensive matchups.
OREGST
Betting Trends
- Oregon State is 1-2 ATS in their last three games. They have also gone 1-2 in terms of hitting the over/under, reflecting inconsistency in their offensive and defensive outputs.
MATCHUP TRENDS
- Oregon State’s recent ATS performance shows vulnerability, especially after a heavy defeat against Oregon. Conversely, Purdue’s ATS record has been balanced, but their most recent loss to Notre Dame suggests they have struggled against stronger competition. The game is expected to be a closer contest, with both teams seeking to cover the spread.
PURDUE vs. OREGST
Best Prop Bet
- Remi's is still searching and crunching tons of data to find the perfect prop bet. Stay tuned .
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Purdue vs Oregon State Prediction & Odds:
Free CFB Betting Insights for 9/21/24
The Beavers started strong with a 38-15 win over Idaho State and a 21-0 shutout victory against San Diego State. However, they struggled against a high-powered Oregon team, ultimately falling 49-14 after being competitive in the first half. Quarterback Gevani McCoy has been a steady presence, throwing for 172 yards in the game against Oregon, while Anthony Hankerson contributed significantly on the ground. The game will likely be determined by which team can execute better offensively and limit mistakes. Purdue will need to regain their form by establishing a balanced attack and minimizing turnovers. Oregon State, meanwhile, must find a way to bounce back defensively after allowing significant yardage against Oregon. This matchup is expected to be closely contested, with both teams having something to prove.
It's game week.#BoilerUp | @purdueglobal pic.twitter.com/lA9WSHYCsj
— Purdue Football (@BoilerFootball) September 16, 2024
Purdue Boilermakers CFB Preview
The Purdue Boilermakers come into this game with a 1-1 record and a determination to bounce back from a heavy defeat to Notre Dame. Head coach Ryan Walters is focused on fixing the issues that plagued them in that game, particularly on the offensive line and in the secondary. Quarterback Hudson Card has shown flashes of brilliance, especially in their opening game against Indiana State, where he threw for four touchdowns. However, he will need to perform at a high level and avoid turnovers against a competent Oregon State defense. Defensively, Purdue will need to find ways to pressure Gevani McCoy and stop the run game led by Anthony Hankerson. The Boilermakers’ ability to control the line of scrimmage and force Oregon State into passing situations will be key to keeping the game within reach. If they can achieve that and capitalize on any mistakes from the Beavers, Purdue could cover the spread or even pull off an upset on the road.

Credit: USA TODAY/IMAGN
Oregon State Beavers CFB Preview
The Oregon State Beavers enter this matchup with a 2-1 record, looking to return to winning ways after a tough loss to Oregon. Head coach Trent Bray has emphasized a strong defensive mindset, but the Beavers showed weaknesses in their latest game, allowing 546 total yards against the Ducks. Despite that, their defense performed well in the previous two games, including a shutout against San Diego State. Offensively, quarterback Gevani McCoy has provided stability, but the Beavers will need more from their running game to control the clock and limit Purdue’s offensive opportunities. Playing at home at Reser Stadium gives Oregon State a slight edge. If the Beavers can tighten up their defense and sustain longer drives, they have a good chance of covering the spread and securing a crucial win in their push for a successful season.
📺🤝🦫 pic.twitter.com/wQDa86I0CP
— Oregon State Football (@BeaverFootball) September 15, 2024
Purdue vs. Oregon State Prop Picks (AI)
Purdue vs. Oregon State Prediction (AI)

Remi, our AI sports algorithm, has been pouring over tons of data from every angle between the Boilermakers and Beavers and using recursive machine learning and impressive AI to boil down the data to a single cover probability.
The Algorithm has been most fixated on the growing emphasis human bettors often put on coaching factors between a Boilermakers team going up against a possibly healthy Beavers team. Trends look to say the true game analytics might reflect a strong lean against one Vegas line specifically.
Unlock this in-depth AI prediction and all of our CFB AI picks for FREE now.
Below is our current AI Purdue vs Oregon State picks, computer picks Boilermakers vs Beavers, best bets, model edges, confidence ratings.
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DATE | GAME | LEAN | %WIN | UNITS | LEVEL |
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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 CFB schedule.
Boilermakers Betting Trends
Purdue is 1-1 against the spread (ATS) in their last two games. Their games have shown a mixed scoring trend, with a record of 1-0-1 in terms of hitting the over/under, indicating both high-scoring and defensive matchups.
Beavers Betting Trends
Oregon State is 1-2 ATS in their last three games. They have also gone 1-2 in terms of hitting the over/under, reflecting inconsistency in their offensive and defensive outputs.
Boilermakers vs. Beavers Matchup Trends
Oregon State’s recent ATS performance shows vulnerability, especially after a heavy defeat against Oregon. Conversely, Purdue’s ATS record has been balanced, but their most recent loss to Notre Dame suggests they have struggled against stronger competition. The game is expected to be a closer contest, with both teams seeking to cover the spread.
Purdue vs. Oregon State Game Info
What time does Purdue vs Oregon State start on September 21, 2024?
Purdue vs Oregon State starts on September 21, 2024 at 8:30 PM EST.
Where is Purdue vs Oregon State being played?
Venue: Reser Stadium.
What are the opening odds for Purdue vs Oregon State?
Spread: Oregon State -5.5
Moneyline: Purdue +174, Oregon State -214
Over/Under: 50.5
What are the records for Purdue vs Oregon State?
Purdue: (1-1) | Oregon State: (2-1)
What is the AI best bet for Purdue vs Oregon State?
Remi's is still searching and crunching tons of data to find the perfect prop bet. Stay tuned . . Prices move—always shop for the best number.
What are Purdue vs Oregon State trending bets?
Oregon State’s recent ATS performance shows vulnerability, especially after a heavy defeat against Oregon. Conversely, Purdue’s ATS record has been balanced, but their most recent loss to Notre Dame suggests they have struggled against stronger competition. The game is expected to be a closer contest, with both teams seeking to cover the spread.
What are Purdue trending bets?
PURDUE trend: Purdue is 1-1 against the spread (ATS) in their last two games. Their games have shown a mixed scoring trend, with a record of 1-0-1 in terms of hitting the over/under, indicating both high-scoring and defensive matchups.
What are Oregon State trending bets?
OREGST trend: Oregon State is 1-2 ATS in their last three games. They have also gone 1-2 in terms of hitting the over/under, reflecting inconsistency in their offensive and defensive outputs.
Where can I find AI Picks for Purdue vs Oregon State?
See our latest CFB picks and odds pages for 2024 to compare prices before you bet.
Purdue vs. Oregon State Odds
Remi is pouring through loads of stats on each player. In fact, anytime the Purdue vs Oregon State trends are analyzed, there’s always several intriguing angles to key in on. Not to mention games played at extreme altitude almost always follow normal, predictable patterns.
Purdue vs Oregon State Opening Odds
PURDUE Moneyline:
+174 OREGST Moneyline: -214
PURDUE Spread: +5.5
OREGST Spread: -5.5
Over/Under: 50.5
Purdue vs Oregon State Live Odds
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O 60.5 (-110)
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O 50.5 (-110)
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Oct 24, 2025 10:00PM EDT
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O 50.5 (-110)
U 50.5 (-110)
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Oct 25, 2025 12:00PM EDT
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-375
+290
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O 52.5 (-105)
U 52.5 (-115)
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Oct 25, 2025 12:00PM EDT
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-315
+250
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+8.5 (-110)
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O 48.5 (-110)
U 48.5 (-110)
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Oct 25, 2025 12:00PM EDT
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-134
+108
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O 59 (-110)
U 59 (-115)
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Oct 25, 2025 12:00PM EDT
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-200
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O 64.5 (-106)
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Oct 25, 2025 12:00PM EDT
UCLA Bruins
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O 53.5 (-110)
U 53.5 (-110)
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Oct 25, 2025 12:00PM EDT
Northwestern Wildcats
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+225
-280
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O 43.5 (-105)
U 43.5 (-115)
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Oct 25, 2025 12:00PM EDT
Ohio Bobcats
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OHIO
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–
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-450
+340
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-12.5 (-110)
+12.5 (-110)
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O 59.5 (-110)
U 59.5 (-110)
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Oct 25, 2025 12:00PM EDT
SMU Mustangs
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-166
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O 54.5 (-110)
U 54.5 (-110)
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Oct 25, 2025 12:00PM EDT
Syracuse Orange
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+610
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O 54.5 (-115)
U 54.5 (-105)
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Oct 25, 2025 12:00PM EDT
App State Mountaineers
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-490
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O 63.5 (-110)
U 63.5 (-110)
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Oct 25, 2025 12:00PM EDT
Ole Miss Rebels
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O 53.5 (-110)
U 53.5 (-110)
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Oct 25, 2025 12:00PM EDT
Kansas State Wildcats
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U 56.5 (-110)
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Oct 25, 2025 12:45PM EDT
Auburn Tigers
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-106
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O 57.5 (-105)
U 57.5 (-115)
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Oct 25, 2025 1:00PM EDT
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U 62.5 (-110)
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U 38.5 (-108)
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U 54.5 (-110)
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U 41.5 (-110)
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Oct 25, 2025 3:30PM EDT
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O 47.5 (-110)
U 47.5 (-110)
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+470
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O 62.5 (-115)
U 62.5 (-105)
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+146
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O 55.5 (-105)
U 55.5 (-115)
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Oct 25, 2025 3:30PM EDT
Umass Minutemen
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-800
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O 46.5 (-110)
U 46.5 (-110)
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Oct 25, 2025 3:30PM EDT
San Diego State Aztecs
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O 48.5 (-110)
U 48.5 (-110)
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Oct 25, 2025 3:30PM EDT
Missouri Tigers
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+115
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O 51.5 (-114)
U 51.5 (-106)
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Oct 25, 2025 3:30PM EDT
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–
–
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+190
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O 57.5 (-105)
U 57.5 (-115)
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Oct 25, 2025 3:30PM EDT
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Miami Ohio Redhawks
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–
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+114
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O 41.5 (-110)
U 41.5 (-110)
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Oct 25, 2025 3:30PM EDT
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–
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+340
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+11.5 (-105)
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O 50.5 (-110)
U 50.5 (-110)
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Oct 25, 2025 4:00PM EDT
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Texas Tech Red Raiders
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OKLAST
TXTECH
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–
–
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+3500
-10000
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+38.5 (-110)
-38.5 (-110)
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O 56.5 (-115)
U 56.5 (-105)
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Oct 25, 2025 4:00PM EDT
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Cincinnati Bearcats
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BAYLOR
CINCY
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–
–
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+152
-184
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+4.5 (-115)
-4.5 (-105)
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O 67.5 (-110)
U 67.5 (-110)
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Oct 25, 2025 4:15PM EDT
Texas Longhorns
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MISSST
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–
–
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-285
+230
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-7.5 (-105)
+7.5 (-115)
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O 44.5 (-115)
U 44.5 (-105)
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Oct 25, 2025 6:00PM EDT
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–
–
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-600
+430
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-14.5 (-110)
+14.5 (-110)
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O 56.5 (-110)
U 56.5 (-110)
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Oct 25, 2025 7:00PM EDT
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–
–
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+34.5 (-115)
-34.5 (-105)
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O 44.5 (-114)
U 44.5 (-106)
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Oct 25, 2025 7:00PM EDT
Louisiana Ragin Cajuns
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UL
TROY
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–
–
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+290
-375
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+9.5 (-105)
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O 48.5 (-108)
U 48.5 (-112)
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Oct 25, 2025 7:00PM EDT
Stanford Cardinal
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STNFRD
MIAMI
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–
–
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+3500
-20000
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+30.5 (-115)
-30.5 (-105)
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O 45.5 (-104)
U 45.5 (-118)
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|
Oct 25, 2025 7:00PM EDT
Georgia Southern Eagles
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10/25/25 7PM
GASO
ARKST
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–
–
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+105
-126
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+2.5 (-115)
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O 62.5 (-110)
U 62.5 (-110)
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Oct 25, 2025 7:30PM EDT
Michigan Wolverines
Michigan State Spartans
10/25/25 7:30PM
MICH
MICHST
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–
–
|
-690
+480
|
-13.5 (-120)
+13.5 (-102)
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O 48.5 (-105)
U 48.5 (-115)
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Oct 25, 2025 7:30PM EDT
Texas A&M Aggies
LSU Tigers
10/25/25 7:30PM
TEXAM
LSU
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–
–
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-140
+116
|
-2.5 (-115)
+2.5 (-105)
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O 48.5 (-104)
U 48.5 (-118)
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|
Oct 25, 2025 7:30PM EDT
Boston College Eagles
Louisville Cardinals
10/25/25 7:30PM
BC
LVILLE
|
–
–
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+1400
-4000
|
+25.5 (-110)
-25.5 (-110)
|
O 55.5 (-104)
U 55.5 (-118)
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|
Oct 25, 2025 7:30PM EDT
Colorado State Rams
Wyoming Cowboys
10/25/25 7:30PM
COLOST
WYO
|
–
–
|
+180
-220
|
+5.5 (-105)
-5.5 (-115)
|
O 46.5 (-110)
U 46.5 (-110)
|
|
Oct 25, 2025 7:45PM EDT
Tennessee Volunteers
Kentucky Wildcats
10/25/25 7:45PM
TENN
UK
|
–
–
|
-345
+265
|
-9.5 (-110)
+9.5 (-110)
|
O 53.5 (-118)
U 53.5 (-104)
|
|
Oct 25, 2025 8:00PM EDT
Houston Cougars
Arizona State Sun Devils
10/25/25 8PM
HOU
ARIZST
|
–
–
|
+245
-310
|
+7.5 (-110)
-7.5 (-110)
|
O 46.5 (-110)
U 46.5 (-110)
|
|
Oct 25, 2025 10:15PM EDT
Colorado Buffaloes
Utah Utes
10/25/25 10:15PM
COLO
UTAH
|
–
–
|
+385
-520
|
+13.5 (-108)
-13.5 (-112)
|
O 49.5 (-115)
U 49.5 (-105)
|
CFB 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 Purdue Boilermakers vs. Oregon State Beavers on September 21, 2024 at Reser 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 CFB odds pages, and compare prices before you place a bet.
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LEAN | %WIN | UNITS | RESULT |
---|---|---|---|---|
FSU@STNFRD | STNFRD +18 | 56.6% | 6 | WIN |
WASHST@UVA | WASHST +17.5 | 58.8% | 8 | WIN |
NEVADA@NMEX | NEVADA +13.5 | 57.8% | 7 | WIN |
TEXAS@UK | ARCH MANNING UNDER 1.5 PASS TD | 56.1% | 6 | WIN |
ARMY@TULANE | ARMY +10 | 55.3% | 5 | WIN |
SJST@UTAHST | SJST +4 | 54.4% | 4 | LOSS |
LVILLE@MIAMI | LVILLE +12.5 | 56.5% | 6 | WIN |
LVILLE@MIAMI | CJ DANIELS UNDER 4.5 RECEPTIONS | 54.4 | 4 | LOSS |
DEL@JAXST | DEL -2.5 | 57.6% | 6 | LOSS |
UTEP@SAMST | UTEP -2.5 | 53.9% | 3 | WIN |
FIU@WKY | FIU +10.5 | 54.6% | 4 | WIN |
ARKST@SALA | ARKST +7.5 | 54.5% | 4 | WIN |
ARKST@SALA | JAYLEN RAYNOR UNDER 40.5 LONGEST PASS COMP | 53.3% | 3 | WIN |
SJST@WYO | SJST -120 | 59.8% | 7 | LOSS |
UMASS@KENTST | KENTST -135 | 60.2% | 6 | WIN |
NOILL@EMICH | EMICH +2.5 | 53.9% | 3 | WIN |
BYU@ARIZ | ARIZ +2.5 | 54.2% | 3 | LOSS |
OKLA@TEXAS | OKLA +2.5 | 54.7% | 4 | LOSS |
NMEX@BOISE | NMEX +16.5 | 56.4% | 6 | WIN |
WAKE@OREGST | WAKE -2.5 | 56.7% | 6 | WIN |
ULMON@COASTAL | ULMON -2.5 | 56.8% | 6 | LOSS |
IOWA@WISC | WISC +4 | 54.8% | 4 | LOSS |
TOLEDO@BGREEN | TOLEDO -10 | 56.3% | 6 | LOSS |
SFLA@NOTEX | SFLA +2.5 | 54.3% | 4 | WIN |
FRESNO@COLOST | RICHIE ANDERSON III LONGEST RECEPTION UNDER 16.5 | 54.4% | 4 | LOSS |
JAXST@SAMST | SAMST +7.5 | 55.3% | 5 | WIN |
USM@GAS | GAS +3.5 | 57.4% | 7 | WIN |
LIB@UTEP | UTEP +2 | 54.5% | 4 | LOSS |
SALA@TROY | SALA -118 | 55.2% | 4 | LOSS |
TULSA@MEMP | MEMP -20.5 | 53.8% | 3 | WIN |
JMAD@GAST | GAST +20.5 | 54.6% | 4 | WIN |
WAKE@VATECH | VATECH -5.5 | 56.6% | 6 | LOSS |
UNLV@WYO | WYO +4.5 | 55.5% | 5 | LOSS |
PSU@UCLA | PSU -24.5 | 56.3% | 6 | LOSS |
TXSTSM@ARKST | TXSTSM -13 | 56.7% | 6 | LOSS |
UVA@LVILLE | ISAAC BROWN OVER 70.5 RUSH YDS | 56.6% | 6 | LOSS |
WVU@BYU | WVU +20.5 | 54.7% | 4 | WIN |
SAMST@NMEXST | SAMST -1.5 | 54.1% | 3 | LOSS |
EMICH@CMICH | CMICH -148 | 62.8% | 7 | WIN |
SDGST@NOILL | SDGST -118 | 55.7% | 3 | WIN |
BAMA@GEORGIA | GEORGIA -125 | 58.7% | 7 | LOSS |
TENN@MISSST | MISSST +7.5 | 54.3% | 4 | WIN |
UK@SC | SC -5.5 | 54.8% | 4 | WIN |
WKY@MIZZST | MIZZST +4.5 | 55.6% | 6 | LOSS |
JAXST@USM | USM -3.5 | 56.0% | 5 | WIN |
NMEXST@NMEX | NMEX -14.5 | 56.9% | 6 | WIN |
ARIZ@IOWAST | ROCCO BECHT UNDER 1.5 PASS TDS | 55.5% | 5 | WIN |
TCU@ARIZST | JOSH HOOVER PASS YDS UNDER 287.5 | 53.4% | 3 | WIN |
ARIZST@BAYLOR | BAYLOR -130 | 58.4% | 6 | LOSS |
WYO@COLO | WYO +13.5 | 54.1% | 3 | LOSS |
TULANE@OLEMISS | MISS -11.5 | 54.3% | 4 | WIN |