The Underrated Impact of NBA Bench Production

11 min read
Feb 26, 2025, 6:10 PM

The NBA is a Superstar League, Right?

Basketball, whether at the NBA level or any other, is structured to highlight individual greatness.

Some sports, like football or soccer, include significantly more participants active at once than basketball, diluting one player’s impact. In hockey, even the best players can play for approximately one-third of the game. In baseball, the stars may or may not come to the plate — or be available to pitch — in critical situations.

Basketball stars play the vast majority of games, and there’s no limit to the time the ball can be in their hands.  The result is a sport where superstars have an outsized impact on the sport and the discourse around it.

The recent trade of Luka Doncic is an excellent example. The Dallas Mavericks' decision to move on from their superstar shocked the NBA and caused Mavs fans to hold a ‘funeral’ for Doncic.

As important as these top players are, they may cast too much of a shadow over other important aspects of NBA team building. 

This research seeks to shed some light on the importance of players with a far lower profile than superstars by assessing how important elite strong play is to team success.

The Benches of 21st Century NBA Champions

Our first step was looking at recent champions and seeing what they got from their benches.

The metric we’re zeroing in on here is net rating because it gives us a comprehensive summary of how non-starters performed instead of zeroing in on one facet of the game, like scoring or rebounding.

Looking at the last 25 NBA champions, they tended to get solid net ratings from their bench that ranked in the league's upper tier. Here is a summary:

NBA Bench Production Regular Season Champs

An average net rating of +1.7 might not seem tremendous, but when a team outscores its opposition with players who are not starters, that’s an excellent sign. In many cases, teams lose those minutes by a significant margin.

In this sample of 25 NBA champions, just three had negative net ratings from their benches during the regular season, and nearly half were in the top three in the NBA. 

In 22 of 25 cases, the champs ranked 12th or betting in bench net rating during the regular season, though it’s notable that they topped the leaderboard just four times (2001-02 Los Angeles Lakers, 2006-07 San Antonio Spurs, 2013-14 San Antonio Spurs, and 2023-24 Boston Celtics).

The rare champions that had poorly performing benches during the regular season all made notable adjustments to the situation to aid their playoff runs:

  • 2000-01 Los Angeles Lakers: The Lakers didn’t make any significant in-season additions, but they radically shortened the bench during their playoff run. During the regular season, five bench players averaged at least 11 minutes per game over 35 games or more. During the playoffs, that dropped to just two — Robert Horry and Brian Shaw. Limiting bench exposure is a risky strategy as it can overtax the starters, but this Lakers team was so dominant it went 15-1 in the playoffs to avoid long series and possible fatigue issues.
  • 2018-19 Toronto Raptors: Like the Lakers, the Raptors shortened their bench in the playoffs using just three players — Fred VanVleet, Serge Ibaka, and Norman Powell — more than five minutes per fame. The notable name there was Ibaka, who was primarily a starter during the regular season but transitioned to a bench role when the team added star center Marc Gasol in February. That major trade strengthened both the starting lineup and the bench.
  • 2022-23 Denver Nuggets: The Nuggets had the 29th-ranked bench net rating in the NBA during the regular season but also did some bench shortening. In the regular season, nine bench players averaged at least 10 minutes per game, while in the playoffs, only three saw more than five minutes of action per contest  — Bruce Brown, Jeff Green, and Christian Braun. It’s also notable that Brown had a breakout playoff run that earned him a deal worth $45 million. Even with that surprising effort, Denver’s bench net rating in the playoffs was a middling +0.7 — sixth in the 16-team playoff field.

Playoff Bench Results

The examples above show that sometimes a team’s bench can look significantly different between the regular season and the playoffs, whether due to personnel changes or coaching decisions.

As a result, it’s also helpful to look at what recent NBA champs got from their reserves during their successful runs. The bottom line summary is quite similar to what we saw with the regular season.

NBA Bench Production Playoffs

Unsurprisingly, the average rank is slightly better, considering the playoff field contains 16 teams instead of 30, but the other numbers look close to what we saw with the regular season.

Individual teams have variable success between the regular season and playoffs, but the sample of 25 squads has similar results in the aggregate.

The results come from smaller samples, so it would be fair to expect more outliers, but that isn’t the case. Instead, they just add more supporting evidence to the notion that strong bench play is crucial for team success. Among the last 25 champions, three times as many (6) have led the NBA in playoff bench net rating than had a negative number in that category (2).

Not one champ from the last quarter century has ranked in the bottom half of the playoff field in bench net rating, with the lowest ranking coming in a seventh. 

Once again, it makes sense to zoom in on the two teams that managed to win the title with poor bench results in the playoffs to see if there’s a reasonable explanation for how that happened.

  • 2001-02 Los Angeles Lakers: Once again, we run into the Lakers, and the reality with this team in this era is that the combination of Shaquille O’Neal and Kobe Bryant was so good they didn’t need a ton of support. During the team’s playoff run, that duo averaged 55.1 points per game — more than half of the Lakers’ overall output (106.0 points/game). When you have Shaq and Kobe, the rules don’t necessarily apply to you. 
  • 2003-04 Detroit Pistons: This is a surprising team to see here because the group famously surprised the league by winning without the presence of a true-blue superstar on the roster. Given that context, one would assume that strong bench performances played a significant role, but the team’s success was more driven by a defensively dominant five-man starting lineup of Chauncey Billips, Richard Hamilton, Ben Wallace, Rasheed Wallace, and Tayshaun Prince. Those starters put up by far the best net rating among any starting group in the playoffs that year (+7.9). The next best net rating for a starting lineup was the Indiana Pacers’ 3.8.

Teams with NBA-Best Bench Play

This research has exclusively examined the last 25 NBA champions, but another way to consider the impact of bench play is to see how the teams with the best bench net rating in each season fared.

Below is a summary of their outcomes:

NBA-Best Production

Having the best bench in the NBA by net rating gives teams an extremely high floor. In the last 25 seasons, the team with the best bench has only produced a losing season once — the 2022-23 Chicago Bulls, who went 40-42. 

Teams in this position have averaged 56 wins and failed to earn at least 50 victories twice. In other words, if you have an NBA-best bench, you can safely assume you’re in for a great season. 

What happens in the playoffs is far less certain.

What Have We Learned?

The correlation between strong bench performance and NBA team success is strong. 

In the last quarter century, very few champions have had subpar bench groups in the regular season or playoffs, and it’s quite common for those units to be among the best in the NBA. It is possible to overcome a bench with a negative net rating. Still, we don’t have many recent examples, and there’s usually some unusual factor that would be difficult to replicate from a team-building standpoint.

It’s not so easy to find a Kobe-Shaq duo or put together a starting lineup like the Detroit Pistons had in 2003-04 that was far, far more effective than any other group in the playoffs. There are plenty of players in the Bruce Brown mold, but even if you find one there’s no guarantee he’ll elevate his game in the biggest possible moment.

Superstars may make the world go around in the NBA, but teams that don’t find quality reserves make life far more difficult for themselves. A great bench doesn’t guarantee you a title, but a recent history tells us it’s unusual to get ahold of the Larry O'Brien without one.

References

Sources
NBA.com
NBA world reacts to shocking trade that sends Luka Dončić to the Lakers
https://www.nba.com/news/nba-world-reacts-luka-doncic-lakers-trade
Austin American-Statesman
Dallas Mavericks fans host a 'funeral' for NBA star Luka Doncic after shocking trade
https://www.statesman.com/story/news/state/2025/02/03/dallas-mavericks-luka-doncic-trade-nba-players-reactions-social-media/78178756007/
Basketball-Reference
2000-01 Los Angeles Lakers
https://www.basketball-reference.com/teams/LAL/2001.html
Basketball-Reference
Toronto Raptors 2018-19 Transactions
https://www.basketball-reference.com/teams/TOR/2019_transactions.html
NBA.com
NBA Champ Bruce Brown Signs With Pacers
https://www.nba.com/news/bruce-brown-2023-free-agency
Basketball-Reference
2001-02 Los Angeles Lakers
https://www.basketball-reference.com/teams/LAL/2002.html
NBA.com
Top Moments: Pistons shock NBA world, win championship in 2004
https://www.nba.com/news/history-top-moments-pistons-shock-nba-world-win-championship-in-2004
<p>Nick has been fascinated with sports since he was first taken to a Toronto Maple Leafs game in 1998, and he's been writing about them professionally since 2014.</p><p>Nick has covered baseball and hockey for outlets like The Athletic, Sportsnet, and Yahoo Sports while growing his expertise in sports data analysis and research.&nbsp;</p><p>Between 2022 and 2023, he worked for a betting startup called NorthStar Bets. In 2024, he contributed to Oddspedia before joining the RG team.</p>
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