Top College Basketball Players: A Season of Exceptional Talent

The current men's college basketball season showcases an extraordinary array of talent. This article aims to evaluate the top players in men's college basketball, presenting a ladder of Player of the Year contenders.

The Rise of the Freshmen

This season's freshman class is potentially the greatest of all time, with a significant number of first-year players making a huge impact. These young stars are not just filling roster spots; they are leading their teams in scoring, rebounding, and assists, and demonstrating a level of skill and maturity rarely seen in college freshmen.

Player of the Year Ladder

Here's a look at some of the top players who are making waves in college basketball.

Honorable Mentions

Before diving into the top 10, it's important to acknowledge some players who are on the cusp of breaking into the rankings:

Houston guard Kingston Flemings
Illinois guard Keaton Wagler
Gonzaga forward Graham Ike
Alabama guard Labaron Philon Jr.

10. Darryn Peterson, Kansas Freshman Guard

Darryn Peterson of Kansas is a freshman guard who has shown flashes of brilliance. Although his playing time has been limited (appearing in 11 of 21 games), his performance in the first half against BYU, where he scored 18 points in 17 minutes, was impressive. If he played more, he would be in the top three of this list.

9. Yaxel Lendeborg, Michigan Senior Forward

Yaxel Lendeborg, a senior forward at Michigan, earns his spot through all-around excellence. While his offensive output hasn't been exceptional yet, he leads Michigan in scoring, rebounding, and steals.

8. Jeremy Fears Jr., Michigan State Sophomore Guard

Jeremy Fears Jr., a sophomore guard for Michigan State, is a tremendous passer, ranking second nationally in assists. He’s also increased his scoring output, with 60 points combined in his last two games. His leadership is essential to the Spartans' success.

7. Darius Acuff Jr., Arkansas Freshman Guard

Darius Acuff Jr. is averaging more than 20 points per game and six assists while shooting 49%. Acuff is a true centerpiece for Arkansas. The latest in a long line of star freshman point guards, he has scored at least 17 points in seven straight outings, including a career-high 27 - to go with 7 assists and 5 rebounds - against Houston’s stout defense.

6. Braden Smith, Purdue Senior Guard

Despite Purdue's recent struggles, Braden Smith, a senior guard, is not to blame. He leads the nation in assists while shooting a career-best 49% from the field.

5. Caleb Wilson, North Carolina Freshman Forward

Caleb Wilson, a freshman forward at North Carolina, plays with aggression and enthusiasm. He’s averaging 20 points and just shy of 10 rebounds per game. Wilson is in the midst of a magnificent stretch, scoring at least 20 points in each of his last six games while shooting 60.2 percent from the field. He leads all freshmen in rebounds per game (11.2), double-doubles (nine) and free throw attempts (111). In a victory over Florida State, he finished with 22 points, 16 rebounds, 6 assists and 2 blocks, becoming the first UNC player in the last 30 seasons to lead the team in all four of those categories in a single game.

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4. AJ Dybantsa, BYU Freshman Forward

AJ Dybantsa, a freshman forward for BYU, is fourth in the nation in scoring at 23.3 points per game. Dybantsa has narrowed the gap between him and Boozer over the last month. Since a comeback win over Clemson, Dybantsa is averaging 29.0 points, 8.6 rebounds, 5.8 assists and 2.4 steals while shooting 65.8 percent from the field.

3. Joshua Jefferson, Iowa State Senior Forward

Joshua Jefferson, a senior forward at Iowa State, is a key reason why this is considered Iowa State’s best team in the T. J. Otzelberger era. Jefferson is averaging more than 17 points a game, along with about eight boards and five assists, and he's shooting a career-best 41% from 3 at the forward spot. His development and versatility is noteworthy.

2. JT Toppin, Texas Tech Junior Forward

JT Toppin, a junior forward at Texas Tech, is having an even better season than last year, when he was the Big 12 Player of the Year. Toppin is averaging 22.4 points and 10.9 rebounds, and he’s only had one bad game all season.

1. Cameron Boozer, Duke Freshman Forward

Cameron Boozer, a freshman forward at Duke, is the frontrunner for the Wooden Award. Nobody is asked to do more for their team than Cameron Boozer, who leads Duke in every major category except for blocks. Boozer leads the nation in scoring and ranks in the top 20 in rebounding. Across 13 outings, the 18-year-old has two 35-point games, one of which came against No. Boozer scored 29 points in a thrilling victory over No. 15 Florida on Dec. 2, then notched 18 points (16 in the second half), 15 rebounds and 5 assists in a victory over No. 7 Michigan State a few days later.

Additional Standout Freshmen

Several other freshmen are making significant contributions to their teams:

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Kingston Flemings (Houston): Stepped up in big games throughout the Cougars’ challenging nonconference slate, displaying the poise and assertiveness of an established vet. As of Jan. 1, the 18-year-old is averaging 22.6 points, 5 rebounds and 5 assists against ranked opponents. He leads No. 8 Houston in assists, steals and three-point percentage.
Steinbach (Washington): Is quietly having a monster freshman season.
Keaton Wagler (Illinois): Amid a difficult four-game stretch in mid-December (No. 20 Tennessee, at Ohio State, No. 23 Nebraska, Missouri), Wagler averaged 20 points, 6 assists and 4.8 rebounds, as Illinois went 3-1.
Peat (Arizona): Combines tremendous strength with elite footwork and touch around the basket. He is a proven winner.
Yessoufou (Baylor): Bringing elite defense and rebounding to the table as well.
Okorie (Stanford): With Okorie running the show, Stanford is off to an 11-3 start. The crafty guard ranks 10th in the country in scoring (third among freshmen) and has dropped at least 25 points in six of 12 outings. He has the 14th highest individual offensive rating on KenPom (121.9), slotting in just behind Caleb Wilson. No freshman has made more shots from the free throw line (84) as of Jan. 1.

Team Performance Metrics

Understanding team performance involves analyzing various metrics that provide insights into offensive and defensive capabilities. Key metrics include:

O-Rate: Team Offensive Efficiency Rating, reflecting a team’s expected offensive efficiency.
D-Rate: Team Defensive Efficiency Rating, reflecting a team’s expected defensive efficiency.
Relative Rating: Team Net Relative Rating, the sum of a team’s O-Rate and D-Rate, measuring a team’s expected overall strength.
Opponent Adjust: Measures how well each team performs above or below expectation.
Pace Adjust: Measures how well each team performs above or below expectation in games that are played at a higher or lower pace than usual.
True Tempo: A measure of a team’s true game pace.
Roster Rank: A ranking of each team’s strength of roster.
Resume Rank: A ranking of each team’s in-season resume.
Home Rank: A team’s rank in how much better they perform at home versus road games.
Resume Quality: The number of wins a team has above what would be expected from a team on the at-large cutline against their schedule.
Win Quality: A measure of how good a team’s wins are.
Loss Quality: A measure of how bad a team’s losses are.
Expected Bubble Wins: The number of wins a team right on the tourney at-large cutline would be expected to win against this team’s schedule.

Player Performance Metrics

Evaluating individual player performance requires a deep dive into various metrics that capture their offensive and defensive contributions. Some important metrics include:

OBPR (Offensive Bayesian Performance Rating): Reflects the offensive value a player brings to his team when he is on the court.
DBPR (Defensive Bayesian Performance Rating): Reflects the defensive value a player brings to his team when he is on the court.
BPR (Bayesian Performance Rating): The sum of a player’s OBPR and DBPR, measuring a player’s overall value to his team.
Box OBPR: An estimate of a player’s offensive value, based only on his individual box stats.
Box DBPR: An estimate of a player’s defensive value, based only on his individual box stats.
Box BPR: The sum of a player’s Box OBPR and Box DBPR.
Adj Team Off Eff: Team offensive efficiency with player on the court, adjusted for strength of opponent players faced.
Adj Team Def Eff: Team defensive efficiency with player on the court, adjusted for strength of opponent players faced.
Adj Team Eff Margin: Difference between adjusted team offensive and adjusted defensive efficiency with player on the court.
Position: An estimate of a player’s position based on his individual stats and team contributions.
Role: An estimate of a player’s offensive role based on his individual stats and team contributions.
Assist Rate: A player’s predicted assist rate against an average opponent, adjusted for usage.
Turnover %: A player’s predicted turnover percentage against an average opponent, adjusted for usage.
O-Reb %: A player’s predicted offensive rebound percentage against an average opponent, adjusted for usage.
D-Reb %: A player’s predicted defensive rebound percentage against an average opponent, adjusted for usage.
Rebounding %: A player’s predicted offensive + defensive rebounding rate.
Steal %: A player’s predicted steal percentage against an average opponent.
Block %: A player’s predicted block percentage against an average opponent, adjusted for usage.
Defensive Value: A player’s defensive per-possession value to a team, against an average opponent, as measured by Defensive BPR.

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