Targeting NCAAB player props is one of the best ways to profit from the college basketball season. Picking the best player prop bets daily is challenging, but our team of basketball experts is always on the hunt for profitable opportunities.
Expect daily predictions from us, as long as the season is active. Here are our best NCAA college basketball player props today, February 17!
Best College Basketball Player Props Today, February 17 (Overview)
| PROP BET | ODDS | BOOKIE |
|---|---|---|
| Total Points: Elliot Cadeau (MICH) Under 9.5 | -115 | BetOnline |
| Total Points: Trey Kaufmann-Renn (PUR) Under 12.5 | -115 | BetOnline |
You can find the reasoning for our recommended college basketball player prop bets in the next section!
Best NCAAB Player Prop Bets Today, February 17 (With Reasoning)
Let’s explore the reasoning behind our best college basketball props today, February 17:
Total Points: Elliot Cadeau (MICH) Under 9.5 (-115)
Michigan guard Elliot Cadeau enters this matchup against Purdue in the middle of a noticeable scoring slump, making the under an appealing angle for this prop. On the season, Cadeau is averaging 9.8 points per game while shooting 43.5% from the field, but his recent production has dipped well below that mark.
He has reached double figures in just one of his last seven games since January 23. Over his past four outings, Cadeau is averaging only 6.75 points per game, clearly struggling to find any offensive rhythm.
Just as concerning is the lack of volume, as he has attempted eight or fewer field goals in each of those four contests, limiting his opportunity to reach higher totals. Purdue has been solid defensively, allowing just 68.6 points per game this season and consistently making opposing guards work for clean looks.
Oscar Cluff with a huge block ❌ @BoilerBall
📺: FS1 pic.twitter.com/FMCjx3w114
— Big Ten Men's Basketball (@B1GMBBall) February 11, 2026
Cadeau’s current form, limited shot attempts, and the defensive matchup, suggests under 9.5 points stands out as a sharp college basketball player prop bet today.
Total Points: Trey Kauffman-Renn (PUR) Under 12.5 (-115)
Purdue forward Trey Kaufmann-Renn has seen a significant drop in production compared to last season, and that downward trend makes the under worth serious consideration in this matchup against Michigan.
After averaging 20.1 points per game as a junior, Kaufmann-Renn is down to 12.4 points per game in the 2025-26 campaign. His recent form has been even more concerning. He has scored 12 or fewer points in four straight games and in nine of his last ten outings, showing a clear and consistent decline in offensive output.
Opposing defenses have adjusted well, limiting his touches and forcing him into tougher looks. Michigan’s size and physicality in the frontcourt should present another difficult challenge.
OH MY GOD YAXEL SNATCH BLOCK pic.twitter.com/TjuVrdcjUD
— Barstool UofM (@BarstoolUofM) February 12, 2026
The Wolverines have been strong defensively all season, allowing just 68.3 points per game, and they have the personnel to crowd the paint and make life uncomfortable for interior scorers.
Given Kaufmann-Renn’s recent struggles and the tough defensive matchup, under 12.5 points stands out as a strong NCAAB player prop bet.
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