Coming off of a historical regular season for the WNBA breaking records in viewership, attendance, merchandise, player statistics, and more, the WNBA finals needed to be a fiercely competitive series. Season-long favourites, the 2023 runner-ups, and number 1 ranked New York Liberty hoped to avenge their loss from the year prior. 4-time WNBA champions and the number 2 ranked Minnesota Lynx would meet them in the finals.
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A First Half of Glory, Tanking, and Broken Records: The NBA Mid-Season Report /
Author: Gideon Beck
Editor: Samuel Traynor
It’s that time of the year again. Halfway through another NBA season and things are only starting to get interesting. Maybe you’re still hungover from New Years and maybe your bank account is drained from the holidays, but there’s no better remedy for the woes of January than a good old fashioned mid-season analysis.
So far, there has been no shortage of surprises. The early success of small market teams certainly makes for exciting basketball, not to mention a level of team parity unseen in decades. It seems like players are having 50-point nights on a weekly basis as offensive numbers are soaring past what was previously thought to be impossible in the modern NBA. Meanwhile, rebuilding teams are taking advantage of their poor records to try and score the coveted Victor Wembanya lottery draft pick. One of the most concerning trends this year is the rate of injuries among young high-level talent. All of these developments will be discussed through a division-by-division analysis. I take a deep look into each team’s first half, identifying their success factors, their let downs, and, if necessary, their concerns. I start off with the Western Conference.
Northwest Division
Oklahoma CIty Thunder
The Success Story: SGA
It’s hard to imagine a player with higher odds of winning the Most Improved Player Award this year than Shai Gilgeous-Alexander. A mere four years after being traded away from the Clippers, the ‘22-‘23 season has him averaging 30.5 PTS, 5.5 AST, and 4.9REB, not to mention he makes 35% of his 3-pointers, 53% of his 2-pointers, and 91% of his free throws. Shai has become one of the most versatile offensive weapons in the league which, if all goes right, will translate into All-NBA shooting guard honours. The 2019 Clippers-Thunder trade saw L.A. receive a mid-prime Paul George and Oklahoma receive a sophomore Gilgeous-Alexander, Danilo Gallinari, four first round picks, and two pick swaps – it’s truly remarkable, with the benefit of hindsight, of course. Whether it’s his unique ability to maneuver his body around defenders to score in the paint, or his smooth midrange game, the 24-year-old SGA has started carving his name into NBA history with each passing game.
The Let-Down: Early defensive implosion
Despite Shai’s triumph into super-stardom, the Thunder are lacking a cohesive supporting cast. Lu Dort and Josh Giddey show promise of being good two-way facilitators in years to come, but there seems to be a lack of defensive competence otherwise. Surprisingly, they now have the tenth ranked defensive rating, a massive improvement to their dead-last ranking in October. Defensive shortcomings aren’t too surprising considering they have one the youngest teams in the NBA with an average age of 22.9. The defensive competence will increase as the team becomes more experienced, but it certainly makes OKC a noncompetitor in this year’s title race.
The Concern:
The second-overall pick from the 2022 draft, Chet Holmgren, was not only projected to be the first-overall pick ahead of Paolo Banchero, but he was also expected to be an immediate contributor to the Thunder’s ‘22-‘23 campaign. Before the season even started, the 7-foot center was playing in a pro-am game and was guarding Lebron James on a fastbreak. As he went up to block the 18-year veteran, Holmgren landed awkwardly and suffered a midfoot fracture, sidelining him for the entirety of the coming season. Sorry Thunder fans, but this rebuild has been extended once again.
Minnesota Timberwolves
The Success Story: Jaden McDaniels
I think some people are going to be pissed off that it’s Jaden McDaniels selected as the Wolves’ success story over Anthony Edwards. Hear me out. The third-year power-forward has managed to maintain a field goal percentage of 53% and has been a better shot blocker than his 7-foot teammate, Rudy Gobert. He was a late-round pick in 2020 but has managed to find a starting role on a Minnesota team that is desperately trying to pave the way for a playoff run. He is an underrated bright spot amongst a flurry of team drama.
The Let-Down: Gobert trade is the worst in history?
I think it’s safe to say that if the Wolves don’t make it past the first round this year, their front office will be subjected to some of the most ferocious criticism the league has seen in a long time. Only half a season in and there persists rhetoric from fans, players, and the media that dub the Rudy Gobert trade one of the worst in NBA history. Giving up Malik Beasley, Patrick Beverley, Leandro Bolmaro, Walker Kessler, Jarred Vanderbilt, and four first round picks, the Timberwolves traded away their entire future to bank on a squad led by Anthony Edwards, D’Angelo Russel, Karl-Anthony Towns, and Rudy Gobert. The problem is that when Towns and Edwards aren’t shooting threes, they’re taking advantage of an empty key where they can burst through, pull up for an easy midrange, or throw down a dunk. Now with Gobert on the team, the key has become overcrowded and neither Towns nor Gobert have been able to adjust their playstyle to accommodate. Furthermore, it seems like Edwards will require more development to truly be called a number-one option on a championship team like the Wolves’ GM had hoped.
The Concern: The future
If the Gobert experiment doesn’t work out the Timberwolves are screwed. They barely have any first-round draft picks to their name for the foreseeable future. They have tried to build a championship team around a 21-year-old star and are quickly discovering that he has not yet developed the discipline to command such responsibility. If the Wolves get knocked out early or, god forbid, they manage to miss the playoffs entirely, I will have to agree with the rhetoric that says the Gobert trade was the worst in recent memory.
Portland Trail Blazers
The Success Story: Jerami Grant
Was anyone else surprised with how little the Blazers had to give up to acquire Jerami Grant? A first-round pick plus two second-rounders was enough to secure the dynamic 28-year-old wing. Sure, Grant’s last two years in Detroit were injury plagued, but the guy was putting up 20 points per night on decent efficiency. He has steadily improved his play every year since he’s been in the league, and this year is no different. Averaging 22 points per game, he is the perfect pick-and-roll partner and has managed to keep the team afloat despite Lillard’s intermittent injury absences.
The Concern: Lillard’s Recovery
With a revitalized young core and a prime Jusuf Nurkic, it’s easy to forget that Lillard is still the captain of this franchise. He has the talent to bounce back from last year’s injuries, but he has played in only 32 games. The team’s continuity has certainly been hindered with him coming in and out of the lineup. There’s honestly not much else to say about this Blazers team. They were expected to be a club that just barely makes the play-in, and now it seems like they have real aspirations for the playoffs.
Denver Nuggets
The Success Story: The Joker
Is there such thing as MVP voter fatigue? If so, this year’s MVP ballots may expose this psychological phenomenon. Listen, he may not be as flashy as Ja, as powerful as Giannis, or as graceful as Tatum, but we damn-well know that Nikola Jokic is one of the best centers to ever play the game. Last year, he nearly averaged a triple-double on terrific efficiency. This year, his point totals are down slightly, but only because Jamal Murray is back from injury. He is currently averaging 25 PTS, 9.9 AST, and 11 REB and he makes all of his teammates around him better in the process. He is one of the most elite passers the league has ever seen and, considering the Nuggets record of 32 and 13, it would be a crime to take their best player out of the MVP conversation.
The Concern: Depth
Denver has one of the most complete rosters in the league; there’s not too much to criticize. Kentavious Caldwell Pope and Bruce Brown were excellent offseason role player additions, although they should look to beef up their bench before the playoffs start.
Utah Jazz
The Success Story: Lauri Markkanen
Do I smell a franchise player? While his play has plateaued (maybe even declined slightly) since the first few weeks of the season, it cannot be overstated how well Lauri Markkanen has fit into an unpressured Utah system. He has come a long way from his underwhelming years in Chicago and Cleveland where he was averaging around 14 points per game. Utah was amongst the top teams likely to tank for Victor Wembanya, seeing as they traded away both Donavan Mitchell and Rudy Gobert this offseason. Yet, what they got in return may have turned out to be far too lucrative to secure a lottery draft pick. Lauri Markkanen is averaging 24.8 PTS and 8.7 REB. Around him are Jordan Clarkson, Collin Sexton, Malik Beasley, and Mike Conley who have all played efficient team-oriented basketball; both ‘spread’ and ‘transition’ offences are their bread and butter. Despite how well they share the ball, Markkanen is their clear central piece.
The Concern: The Jazz currently have a record of 24 and 24. From a GM’s perspective, it does not make sense to win any more games. Unlike the fans in Charlotte, Houston, and Orlando, the Utah fans have had the luxury of cheering for competitive basketball thus far. I struggle to see how (or why) they would push to be above a .500 record when this year’s draft class is to be historically stacked. I’m sorry Jazz fans, but obviously your team is not built for a playoff run and you should expect to see some unprecedented tanking maneuvers in the months to come.
Pacific Division
Phoenix Suns
The Success Story: Devin Booker
Booker is averaging 27 PTS, 5.6 AST, and 4.6 REB. If he stayed healthy, he would have remained in the MVP conversation, although more than a few players have a better case than him. The Suns are one of the most competently put-together teams in the league, and Booker is their most valuable player. Players like Mikal Bridges and Deandre Ayton go under the radar, but the Sun’s had the ninth ranked offense in the league before Booker was injured, and it has now fallen to fourteenth.
The Let-Down: Playoff performance
Last year’s Western Conference Semifinals has left a stain on the Phoenix Suns that will last a lifetime. Oozing with confidence in an important game 5 against Dallas, Booker exaggerated the contact he received while shooting in the paint; he purposely flopped to the ground and exclaimed to the courtside fans that he was imitating the “Luka Special”. After the game, Doncic responded to Booker’s mockery by walking past the media to say, “everybody acts tough when they’re up”. In the words of Michael Jordan, Luka took it personally. What followed was one of the worst playoff choke jobs of the modern NBA. The next game the Mavericks beat the Suns by 27 points to force a game 7. In game 7, Doncic shot 63% from the field and put up 35 points while Booker shot 21%, mustering 11 points. The Suns looked unequivocally checked-out from
the moment after tip-off. The Mavs won by 33 points, leaving the Suns and the entire NBA stunned by what just occurred. Their league-leading regular season record of 64 – 18 was wasted on a series that, by all stretches of the imagination, should have been a minor hurdle on their way to the finals. The Suns have been on a losing skid recently but are generally playing decent basketball again this year. It means nothing if they don’t show up to the most important games.
The Concern: Chris Paul’s health
No one’s denying that he can still be an excellent facilitator. After all, he is third all-time in assists total. However, Paul has only played in 26 games. His ability to get himself buckets is well on the decline, and a team that is in championship mode should certainly be concerned with their 37-year-old point guard’s health come playoff time.
Los Angeles Clippers
The Success Story: Defensive dominance
Are you really surprised that the Clippers’ saviour this year would be their defense? It’s no secret that Paul George and Kawhi Leonard are the epitomes of two-way players. However, they also epitomize the fragility of the human skeletal system; they are of the most injury prone superstars in the league. It’s a miracle that George has suited up for 31 games, and Leonard 22. Players like Ivica Zubac and the ever-underrated Norm Powell have been able to keep things afloat in their stars’ absence. The team has managed to uphold the ninth-best defensive rating while having the fith-worst offensive rating, allowing them to inch their way into the 8th seed in the Western Conference at the halfway mark.
The Let-Down: John Wall
I will admit my hopes were far too high when I saw that John Wall had signed with the Clippers. The excitement around him pairing with Kawhi and George only primed me for disappointment. That’s not to say that Wall has been a negative addition to the team, but it is heartbreaking to watch him average 11.4 PTS, 5.2 AST, and 2.7 REB with subpar efficiency. Reggie Jackson has rightfully claimed his spot as starting point guard.
The Concern: Injuries, Injuries, Injuries
The Clippers do not stand a chance in the postseason if Leonard and George don’t stay healthy. Having just one of them won’t cut it. We all saw what happened to George in the play-in game last year. For god’s sake, Kawhi, let us watch a healthy Clippers team for once.
Los Angeles Lakers
The Success Story: Anthony Davis
Before he was reinjured, Davis was looking like his New Orleans self again. He started off the season taking terrible shots and working outside the paint, leading to a team record of 0 – 5.
But as always, he was making a case for defensive player of the year. He gradually found his mojo and put up a deadly field goal rate of 62% in his last 10 games before the stress fracture in his foot.
The Let-Down: Shooting
The Lakers currently have the fifth worst 3-point percentage in the league at 33.7%. Everyone knows that in today’s league, while you may not have to follow the Golden State “Splash Brother” model of perimeter-intense offense, you certainly need to have a couple of reliable shooters on the payroll. Austin Reaves and Thomas Bryant have bright futures in that role, but they lack the defensive capability to avoid becoming a straight up liability. They are both in the negatives of the defensive box plus/minus stat category.
The Concern: Fragility
Anthony Davis has played in 25 games. Need I say more?
Sacramento Kings
The Success Story: De’Aaron – Domantas combo
The Kings are good, don’t let anyone tell you otherwise. The so-called “Beam Team”, named for their celebratory purple light beam that shoots into the Sacramento night sky after their home wins, are making a real case for a playoff run. Maybe not a deep run, but Fox and Sabonis are an exciting duo that have a bright future. Keeping in mind that the average player efficiency rating in the NBA is a score of 15, Fox and Sabonis are rated 20.5 and 23.9 respectively, which are impressive numbers for this advanced statistic. Also, has anyone noticed that the big man Sabonis is shooting 38 % from 3?
The Let-Down: Malik Monk’s defense
I’m being really picky here. There’s not too much to criticize about this up-and-coming team. It can be argued that Malik Monk, a player who has shown so much promise as an offensive weapon since being drafted by Charlotte in the first round in 2017, is showing to be a defensive liability. He is currently well under the average NBA defender according his defensive box plus/minus.
Golden State Warriors
The Success Story: A 34-year-old Curry
This could actually be Steph Curry’s greatest season to date. On a Warriors team trying to dig themselves out of an early season hole, the ‘Baby-Faced Assassin’ has maintained a 3-point percentage of 42%, a 2-point percentage of 59%, and a true shooting percentage of 66%. Despite his 2020 injury, he hasn’t lost a step. In fact, if this year’s league wasn’t stacked with the likes of Embiid, Tatum, Doncic, and Antetokounmpo, Curry would certainly be in a serious conversation for another MVP title.
The Let-Down: James Wiseman
He was sent down to the G-League for a couple games in December, a treatment pretty rare for a second-overall pick. Let me remind you that Wiseman was picked ahead of Lamelo Ball, Tyrese Halliburton, Tyrese Maxey, and Desmond Bane in the 2017 draft class. The big man off the bench has yet to find his confidence, averaging 6.8 points per game, and a measly 3.6 rebounds.
The Concern: An injured ‘Maple Jordan’
Andrew Wiggins has played in only 27 games and was injured for most of December. The Warriors have no chance at another title without their best defender.
Southwest Division
New Orleans Pelicans
The Success Story: The return of Zion
This article features some heavily opinionated claims that may not be empirically valid. Here’s another one of these claims for you: the Pelicans are the most exciting team in basketball. CJ McCollum, Jonas Valanciunas, Brandon Ingram, Trey Murphy, Herb Jones, Jose Alvarado, Larry Nance; I challenge you to find another team with a more explosive and energetic roster, both starting and off the bench. Depth aside, their “crème de la crème” is Zion Williamson. He has returned from injury with a head full of steam and is the league’s master of the paint. Resembling a young Shaq with bigger hops, he makes 72% of his shots when three feet from the basket and is averaging 26 points per game.
The Concern: Brandon Ingram
This is a concern for both the Pelicans and the rest of the league. Currently, New Orleans is the 4th seed in the Western Conference and Brandon Ingram has only played in 15 games thus far. If the ‘Pels’ are as ferocious as they are without Ingram, what will they look like when they’re fully healthy? Although I would not expect a championship title without Ingram on the floor.
Dallas Mavericks
The Success Story: Luka Magic
Everyone’s tired of hearing it, but we have to keep saying it. Luka Dončić is the future of the league. On December 27, 2022, the Slovenian god put up 60 points, 21 rebounds, and 10 assists in an overtime win against the Knicks. Down by 2 at the end of regulation, he purposely missed his last free throw, reattained the rock, and put up a miracle shot to send it into overtime. He then scored 7 points to secure the win, capping off one of the best performances the league has ever seen. Tatum, Durant, and Giannis better watch out because that historic game has
made it difficult to vote against Luka for MVP this year. After an early season slump, the Mavs are back in contention thanks to Mr. Magic.
The Let-Down: Kemba Walker
I really need to tone down my expectations when it comes to injury-prone former all-star point guards. Kemba Walker pairing up with Luka is an exciting headline, but Walker just isn’t that guy anymore. He hasn’t played a full season since 2020 and, while his efficiency was never really there, his production has gone away now too – 8 PTS, 2.1 AST, 1.8 REB.
The Concern: A one-man show
Luka has a usage rate of 38.1%, second in the league behind Giannis. Just like the James Harden Rockets throughout the 2010s, an isolated offense that requires one superstar to initiate every possession is one that cannot make it through to the finals. Yes, the Mavs arrived at the conference finals last year, but they were no match for the team-oriented Warriors. What if Luka gets hurt? What if an opposing team unravels his offensive schemes?
Memphis Grizzlies
The Success Story: A rising young duo
When it comes to Ja Morant, there’s not much to say that hasn’t already been said. The Grizzlies are currently the 2nd seed in the Western Conference and Ja Morant is largely to thank for that, having the fourth highest usage percentage in the league. Yet, it is often the unsung heroes that iron out a team to make them a contender. For the ‘Grizz’ that player is Desmond Bane. The third-year shooting guard has tremendous chemistry with his superstar point guard. He isn’t the most efficient, nor is he the best defender, but a player who can average 21.8 points per game on a serious contending team while only 24 years of age is impressive to say the least.
The Concern: Health
It’s difficult to nitpick one of the best, most fast-paced teams. Bane is surely needed healthy in the playoffs and a title is nearly out of the question without him.
San Antonio Spurs
The Success Story: Keldon Johnson
The Spurs are not looking for wins this year. They are in an ugly pursuit for as many losses as they can get without hindering their young players’ development. After all, Wembanyama is the ideal candidate to replace their previous franchise center in Tim Duncan. As soon as Dejounte Murray was traded to the Hawks, an opportunity presented itself to small forward Keldon Johnson. The few wins the team has gotten in the first half have been ushered in by Johnson and his steadily increasing scoring numbers. I wouldn’t say he’s a frontrunner for the Most Improved Player Award, but his sizable increase in production is nothing to scoff at.
The Let-Down: Poeltl’s shooting
Don’t get it twisted, Poeltl is a crafty center that any team lacking a big man would kill to have protecting their rim. However, there’s something to be said for versatility. Guys like Jokic, and Embiid have learned to expand their game behind the arc and shoot around three 3-pointers a game, and with good efficiency. This offensive capability has catapulted them into superstars, allowing them to space the floor, pull defenders away from the key, and dish out easy assists. Meanwhile, Poeltl has attempted a total of three 3-pointers in his entire career. If he could develop an outside shot he could be become one of the premier centers in the league.
Houston Rockets
The Success Story: A developing young core
The Rockets may be the worst team in the league this year, but that doesn’t mean they’re the most incompetent. With the youngest team on average at 22.4, Kevin Porter, Jalen Green, Alperen Sengun, and Jabari Smith make up a core that could have the highest ceiling of potential of all the rebuilding franchises. Eric Gordon is the perfect veteran mentor to help bring out that potential. Much like all the 2023 rebuilders, the Wembanyama sweepstakes are too tempting to make any more structural changes that would improve their record.
The Concern: Bobi
No one can criticize the Rockets for their ugly record. After James Harden left them in the dust by forcing a trade to Brooklyn, they were forced to enter a rebuild and have done a pretty good job thus far. A notable concern is the absence of fan-favourite Boban Marjanovic. The lovable center has only suited up 15 times this year. Whether it’s due to minor injuries or simply not being a helpful contributor, it would do the Rockets some good to put Bobi on the floor to help get some asses in seats during a tank year.
Atlantic Division
Toronto Raptors
The Success Story: Pascal’s takeover
Before the season began, Siakam was quoted saying he wished to be a top-5 player in the league. For the first two weeks of the season, his wish came true as he was virtually unstoppable when shooting his patented spin-to-fadeaway midrange jumper. He was then sidelined for two weeks after a groin injury caused by a slip in a game against the Mavericks. Since his return, he hasn’t been able to match the scoring intensity of the league’s other big names, but there is no doubt he resides in the top 10-20 player area. He currently averages
25.5 PTS, 8.2 REB, and 6.4 AST, putting up a 52-point night against the Knicks in December. Not bad for a 27th overall pick.
The Let-Down: Scottie B.
Scottie’s numbers have dipped in most aspects of his game despite his increased field goal attempts. Call it a sophomore slump or a string of off-nights, the reigning Rookie of the Year has been one the faces of criticism on a struggling Raptors team. Fans should not be so worried. His assist percentage has shot up to 21% and his defense remains solid. He has started 2023 with newfound energy, but the way his season began stunted his confidence.
The Concern: FVV
Fred VanVleet is a shooter; it’s in his DNA. He was an all-star last year but now he is on track to have his worst shooting season yet. Hovering around 33% from behind the arc, he has become more and more unreliable to make clutch shots and effectively slows down the Raps’ offence. That doesn’t stop him from having the odd 30-point night.
Philadelphia 76ers
The Success Story: The Beard
It was not too long ago that some NBA fans were predicting that the end of Harden’s career was sooner than later. After forcing his way out of Houston and showing up to training camp out of shape, he went to play on a Brooklyn Nets team ripe with controversy. Harden then forced his way out of yet another team to play for the 76ers alongside Embiid. The past two years have shown us a declining Harden that focuses on playmaking over shot-creation. It turns out that in Philadelphia this year, that’s exactly what they need. Harden is averaging over 10 assists per game and the team’s record is 28 and 16.
The Concern: Tyrese Maxey
Another case of injuries getting the best of young talent. Maxey is a shifty up-and-coming point guard. He was sidelined for the entirety of December, leading many to worry about the success of this team come playoffs. He is back on the roster in January, but foot injuries can often derail an entire season.
Brooklyn Nets
The Success Story: A rapid turnaround
A team that centres around Kevin Durant and Kyrie Irving is always a contender. Yet, these future hall-of-famers managed to start their season off with a record of 2 – 6, leading to the firing of head coach Steve Nash. Now, a whole two months after the dramatic ordeal, the Nets have a record of 27 and 16, among the top teams in the east. Some say it is due is due to a newfound team chemistry. More significantly, it is because Durant is having a career year and Nic Claxton is the most efficient role player in the league. Durant is averaging 30 PTS, 6.7 REB, and 5.3 AST while Claxton has the highest true shooting percentage in the NBA with 70%. True shooting, which factors in all field goals and free throws, is a stat dominated by all-star big men. Fortunately for the Nets, Claxton is a player who needs few touches to make an impact. As Kyrie and KD put up over 25 points on any given night, they are supported by a center as reliable and unselfish as any.
The Let-Down: Ben Simmons
Ben isn’t the worst point guard in the league, but he is certainly not the best. After playing in three straight all-star games, his career has been tormented by injuries and drama associated with the 76ers organization. He was the first-overall pick in the 2016 draft and was expected to develop a solid jump shot to pair with his elite passing and driving abilities. Seven years later and his shot is nowhere to be seen. He has taken one failed 3-point attempt this season which makes it easier for defenders to leave him open at the arc and cover his passing lanes.
New York Knicks
The Success Story: The return of Randle
Julius Randle was in the all-star game in 2021 but he missed out in 2022 as his numbers dropped across the board. After missing the playoffs, he received truckloads of criticism from the staunch Knicks fans which seems to have proven an effective motivator. Randle has upped his 3-point attempts to nearly eight per game, sinking 34% of them. He averages 10.7 rebounds and 24 points per game. It would have to be a cataclysmic second half for Randle not to make an all-NBA team.
The Concern: RJ Barrett
No one is saying he is a draft bust. He is only 22 and is still developing his game. The shooting guard hasn’t exactly wowed the league with his lackluster defence, homing in a defensive box plus/minus that is 1.6 points worse than the league average.
Boston Celtics
The Success Story: The most dominant duo
The Celtics have the best record in the league and the most unstoppable duo. Jaylen Brown is averaging 27 points per game while Jayson Tatum makes a real case for MVP with 31 points per game. Everything about this team screams title contention. No team puts up more points than the Celtics do. In fact, the 2022-2023 Celtics currently have the highest offensive rating in their franchise’s history.
The Concern: Robert Williams
Williams is probably the Celtics’ best defender and he was a huge reason for their 2022 finals run. He has been out for most of the season, returning for the first time in December with limited minutes. As a result of his absence, the Celtics defensive rating sits at eighth place in the league, an immense downgrade from last year’s second place rating.
Central Division
Chicago Bulls
The Success Story: DeMar DeRozan
The Bulls are in limbo. Sitting at a lowly play-in spot in the Eastern Conference standings, they aren’t quite sure whether to trade away some assets to make way for a rebuild, or if they should hedge their bets. By trading away future picks for another star to pair alongside DeRozan, Lavine, and Vucevic, the Chicago Bulls could assemble some sort of playoff presence; they risk throwing away their whole future. Luckily, the 33-year-old DeRozan is continuing to dominate the old-fashioned midrange game, sinking 51% of his shots from 3-10 feet out.
The Concern: Lonzo Ball’s knee injury
Lonzo is an ultra-skilled defensive guard. Last season the Bulls had a top-5 record while Lonzo was healthy. After he got injured, their defensive schemes began hemorrhaging and became a first-round playoff exit. It is unlikely Lonzo will log a single minute on the court this season as the longevity of his career altogether is in question.
Indiana Pacers
The Success Story: Haliburton’s new gig
Last year the Pacers made a blockbuster trade to move Domantas Sabonis to Sacramento for rising star Tyrese Haliburton, turning out to be the ultimate win-win scenario. Haliburton leads the league in assists per game with 10.2. The Pacers were not supposed to be playoff participants at all. Haliburton’s ability to always find the open man makes the entire roster better and has led to an impressive winning record for a team expected to tank for Wembanyama.
Another Success Story: Ben Mathurin
There’s virtually nothing to criticize about this team’s first half. It would be a shame to talk about them without mentioning their dazzling rookie Benedict Mathurin. He is averaging 17 points per game coming off the bench. If Paolo Banchero manages to derail his season, Mathurin is next in line for Rookie of the Year, while also making a case for Sixth Man of the Year.
Milwaukee Bucks
The Success Story: Giannis’ prime
It’s hard to say if this is Giannis’ best year yet… it sure looks like it. Khris Middleton has missed almost the entire season thus far, leaving Giannis with only Jrue Holiday, Brooke Lopez, Grayson Allen, and Jevon Carter to take on starting minutes. This team should not be contenders without Middleton, but yet they are one of the best teams in the east and have the fourth ranked defensive rating. Giannis is averaging 31 points per game with terrific efficiency. He has the highest usage rate in the league and is basically putting this shorthanded Bucks team on his back. The ‘Greek Freak’ is 28, meaning this year will be among the peak years of his ability.
The Concern: Long term practicality
Giannis cannot fathomably keep this up. He will need rest before the playoffs. Middleton is absolutely vital to the survival of this team down the stretch.
Detroit Pistons
The Success Story: Bojan Bogdanovic
Detroit knows that they are well in the mix for the Wembanyama sweepstakes. They stand to benefit from having the worst record possible while maintaining positive development for their young talent. With Cunningham out for the season, 33-year-old Bojan Bogdanovic has stepped up and become a formidable shooting veteran. He is averaging a career high 21 points per game and is shooting 42% from 3-point range. It’s become very clear that 2023 is a tank year for the Pistons, but the young guys still need guidance from veterans like Bojan.
The Concern: Cunningham’s injury
Cade’s tibia fracture should be very concerning for the Pistons front office. Young players are more overworked than ever and the Ball brothers are a prime example of what could happen to Cade’s long term health. Through their youth, both LaMelo and Lonzo trained vigorously to be lottery draft picks. Now Lonzo is out for the rest of the season and LaMelo has only played 22 games due to a prolonged ankle sprain. Last year’s first-overall pick, Cade Cunningham, also has a stress fracture that has sidelined him for the season. No one can really point fingers here, but one could deduce that players who strive be a lottery pick put in copious workloads that can be detrimental to their long-term health.
Cleveland Cavaliers
The Success Story: The ‘Spida’ trade
71 points. On January 2, Donovan Mitchell became the eighth player in NBA history to reach 71 points in a single game. More impressively, he is the only player to put up 70 points and 10 assists in a single game. It’s easy to come to the conclusion that we witnessed one of the greatest performances ever. It was odd seeing one of the league’s biggest names wind up on a small market team this offseason. After all, Donovan is from New York and he was hoping to play for the Knicks. It turns out there couldn’t have been a roster more suited to Mitchell than the Cavs. What the city lacks in flair and international notoriety, it makes up for in lob threats (Evan Mobley), lockdown defense (Jarret Allen), and elite playmaking (Darius Garland). It’s one of the best starting rosters the NBA has to offer. Of course, the signing of Mitchell would make them immediate contenders.
The Let-Down: Lack of wings
The Cavs are in need of some wing depth. Caris LeVert is a fine role player and Evan Mobley is blossoming into a star. But there is a real chance this team has title contention in them this year. Some extra bench support couldn’t hurt.
Southeast Division
Atlanta Hawks
The Success Story: Dejounte Murray
The Hawks have been spiralling since December. A series of losing streaks coupled with tension between Trae Young and head coach Nate McMillan have led to a record around 500. On a more positive note, Dejounte Murray has lived up to his trade value as an impactful two-way guard. He leads the team in steals with 1.7 per game and has maintained a steady split of 20.6 PTS, 6.1 AST, and 5.5 REB. As it is known throughout the league, Trae Young is a complete and utter liability on the defensive end. Murray’s presence makes it more difficult for opponents to burst through the perimeter defense.
The Let-Down: Trae Young’s defense
At what point will Young’s defensive incompetency outweigh his offensive greatness? Sure, he is averaging 27.2 points per game, but he also has the highest turnover rate and the worst defensive box plus/minus on his team. Most would assume that this former lottery pick would have developed some defense by now.
The Concern: Clint Capela
Atlanta’s best rebounder has been injured through most of December and the new year. His absence has certainly contributed to the teams drop in the standings. If he cannot remain healthy then Hawks fans should expect further misery, regardless of Okongwu’s formidable play as starting center.
Orlando Magic
The Success Story: Paolo Banchero
There’s a lot to love about this team. The rise of Franz Wagner; the comeback of Bol Bol; the leadership of Terrence Ross; the subtle yet consistent play of Markelle Fultz. It’s all fun to watch. The team’s highest scorer is something else entirely. Clearly the frontrunner for rookie of the year, Paolo Banchero has burst onto the scene with fire and fury. Paolo joined Lebron and Kareem as the only players ever to put up 25 points, 5 rebounds, and 5 assists in their NBA debut. It’s exceedingly rare to see a rookie make such an impact, let alone lead their team in points per game.
The Let-Down: Mo Bamba
Mo has officially lost his starting spot to Wendell Carter and Bol Bol. It’s unfortunate. Mo has been improving his production and efficiency since his rookie year only to be confined to the bench this year. What’s odd is that he has continued to progress, especially his 3-point shot, but is still denied prime minutes. It looks as though Bamba is not a part of the Magic’s rebuild plan and he should expect to be traded away before the deadline.
Washington Wizards
The Success Story: Kristaps Porzingis
A reminder: Washington traded away Spencer Dinwiddie and Davis Bertans to receive former all-star Kristaps Porzingis and a second round pick. It’s safe say Washington won that trade. Porzingis has never played better. His value plummeted when playing alongside Doncic, but now with Beal, Porzingis is putting up more points than he did his all-star year with better efficiency.
The Let-Down: NBA limbo
Washington will probably be a play-in team at best. They are kind of halfway between a Wembanyama tanker and a team trying to make a playoff run. They have too much talent to be lottery favourites, and they don’t have enough to be serious competitors. It’s a predicament that might be worse than finishing in last place.
Charlotte Hornets
The Success Story: Scary Terry
The Hornets tasted competency last year. For most of the season they hovered around the seventh seed but ultimately missed the playoffs. This year they are in full tank mode. Luckily, having one of the worst records in the league isn’t all bad. ‘Scary’ Terry Rozier is a human highlight reel, always ready to throw down a dunk to breathe life into a dead Carolina arena.
The Concern: LaMelo’s injury
He’s played in less than half the games so far. He sprained the same ankle twice this season and it’s not even the all-star break. Michael Jordan and his front office staff have much to fear if Melo can’t stay healthy throughout the second half.
Miami Heat
The Success Story: Bam Adebayo
Since his all-star season in 2020, the league has recognized Bam’s tidy jumper, elite rebounding, and effortless defense. Now it could be argued he is more valuable to the Heat than Jimmy Butler. Of course, Butler’s playoff performances have historically been out of this world. But this year Jimmy Buckets can’t stay healthy or consistent enough to be dubbed the best Heater. That title is reserved for Bam and his 21.5 PTS, 10 REB.
The Let-Down: Duncan Robinson
Robinson is contractually guaranteed $17 million this year, $18 million the following year, $19 million in 2025, and $20 million 2026. He truly has one of the most untradeable contracts. The Heat’s front office made a rash decision to splurge on their newfound sharpshooter after the 2021 season. It turns out Robinson was not as advertised. He went from shooting 46% from 3-point range in 2020 to 33% in 2023. His minutes have dropped dramatically and so have his point totals. He is the perfect example of an NBA let-down… no offense, Duncan.
It's looking like the second half of the 2022-2023 season will be even more exciting, upsetting, and record-breaking as the first half. Even for the tanking teams, the coming months should be entertaining as the looming trade deadline could change the future of organizations. Players are putting up more points than ever and the top teams are looking evenly matched. If that doesn’t make for great basketball, I don’t know what does.
All statistics are up to date as of January 19, 2023
Data Sources: Basketball Reference
QSAO’s Insights around the NBA: After missing out on Giannis, the Raptors shift to Plan B /
When Giannis Antetokounmpo signed his five-year, $228-million supermax with the Milwaukee Bucks last week, Plan A for the Raptors was officially dead. It is unusual for a team to "move on" from a player they never actually had on their roster (and with no real proof they were ever even close to getting him), but the Raptors must come to terms with the fact that there is no superstar in their future. In this QSAO article, Jared Goodman breaks down the keys to success for the Raptors season without any superstar reinforcements in the near future.
Read MoreQSAO’s NBA Draft Coverage: Should LaMelo Ball or Anthony Edwards go first overall? /
Offseason chaos has been a staple of the NBA over the past few years. This year, there is an overwhelming uncertainty surrounding the Minnesota Timberwolves’ first overall selection. The first pick has not been subject to speculation just 24 hours before the Draft in several years, and the Minnesota Timberwolves have not made any real indication of their plans for the selection. The two overwhelming favourites are, in the eyes of those close to the NBA, LaMelo Ball and Anthony Edwards. In this article, QSAO’s Jared Goodman breaks down the debate between Edwards & Ball, and what to expect in their NBA arrivals.
Read MoreQSAO’s NBA Finals Breakdown: Looking Ahead for the Heat After A Disastrous Game One /
The NBA’s shutdown on March 12th led to months of uncertainty and questions about the future of the 2019-20 season. With a wild summer of player movement in 2019, it was almost criminal to think that this new-look NBA may not crown a champion this season. Nevertheless, the NBA found a way. On Wednesday, September 30, nearly seven months after the shutdown, the NBA’s restart began its epic conclusion in Game One of the Finals between the Miami Heat and Los Angeles Lakers. In this article, QSAO’s Jared Goodman provides his 2020 NBA Finals breakdown after Game One.
Read MoreNBA Free Throws: Median vs Average /
In statistics class, we are taught the difference between average and median. Both are useful in certain situations however for some reason, lots of people use average when the situation calls for the median. One place where medians could be used instead of averages is with team free throw percentage, particularly in end of game situations. The end of games play out much differently than the rest of the game so the normal free throw numbers shouldn’t apply because it is different players taking the shots. In this QSAO piece, we compare and contrast the use of median vs. Average free throw numbers in the NBA.
Read MoreQSAO's Analytics Mythbusters: Breaking down positional nuances (Part Two) /
As we progress through the seasons of various professional sports, we start to notice trends worth looking into. As I have ben to expand my analytical prowess, I have learned to develop my own questions, and look to answer them through the published work of others – something that QSAO does for the sports community (Look out for all-new content next semester! – shameless plug). But I digress, in Part Two of the latest edition of QSAO’s Analytics Mythbusters, we look into load management in the NBA and how the Houston Astro’s sign-stealing scandal affected team performance.
Read MoreIntroducing QSAO's Analytics Mythbusters /
In the first issue of QSAO’s Analytics Mythbusters, QSAO takes the opportunity to look explore different sports analytics & statistics, and identify different ways to measure player performance. In this first piece, QSAO covers NFL QB ratings, NBA defensive win shares, the Premier League’s possession value framework, and wins above replacement in the NHL.
Read MoreThe Positionless NBA: Grouping players using performance stats /
Nikola Jokic is one of the most unique players in the NBA today. He is 7 feet tall but can pass like a point guard, shoot the three and has arguably the best vision among all players regardless of position, however, he is listed as a centre purely based on his height. He is redefining how the league classifies players because as a centre he averaged 7.3 assists per game and brings up the ball regularly for the Nuggets. Basketball is becoming more positionless with each season, so it is a wonder why the NBA continues to segment players with the outdated 5 positions. Instead of putting players into positions based on height and traditional labels, it would be more beneficial to sort the players based on their stats. In this QSAO article, we analyse and group NBA players using important statistical indicators.
Read MoreBig Baller Data: A Basketball Analytics Guide /
By James Acres, Josh Antonucci, Michael Blumel, Cameron Raymond, Cody Smith, and Hunter Smeaton
All current stats used are from basketballreference.com at time of article's publication.
As NBA fans, we are constantly bombarded with different statistics. Every evening you look at your phone to see notifications from various apps; triple double for Lebron, 50 pts 10 rebounds from Anthony Davis, and so on. We are constantly exposed to these types of simple statistics, they are what forms our opinions on players, and what we use to backup arguments when discussing the NBA players with peers. Although these statistics are extremely valuable, it is important to acknowledge different types of analytical methods that can be useful in formulating a more complete understanding of statistics in the NBA. Analytics certainly can not paint the entire picture of a basketball game, but they are certainly a part of it, so there’s no sense in ignoring it any longer.
This guide will introduce you to many concepts that are prevalent in the basketball analytics community. They can be used for your own analysis, or to enhance your viewership of the game. Hopefully, there will be concepts throughout that will challenge the way you fundamentally think about the game of basketball.
Moreyball (Not a typo)
If you are a fan of sports, baseball or analytics, then you most likely have seen or heard of the movie/book “Moneyball”. Just like our baseball guide states, if you haven’t seen it, you should watch it as soon as possible. Bill James was the true pioneer behind bringing advanced statistics to the mainstream in sports and Daryl Morey is taking it to the next level in the NBA, introducing “Moreyball”.
Daryl Morey is the Houston Rockets GM. Morey was not an athlete and had no basketball experience whatsoever. He acquired a bachelors degree in computer science from Northwestern university and an MBA from MIT. Daryl Morey is a stats junkie, and based on heavy analytics usage has built the modern Houston Rockets.
On the other end of this spectrum is Charles Barkley. Barkley, a Hall of Famer and 11 time all star argues that, “analytics is crap” and that the NBA is talent based and that Morey is “one of those idiots” and went as far as saying analytics is, "a bunch of guys who ain't never played the game [and] they never got the girls in high school." Watch the rant on the YouTube video below:
That was two years ago when Houston finished with 55-27 record. Today, Houston boasts the NBA’s best record to date and Moreyball is in full effect relying on two basic tenants.
3 > 2
It’s much easier to dunk the ball than to shoot it
The idea is that the most efficient shots in basketball are layups/dunks, and 3 pointers. The former makes perfect sense, you’re less likely to miss a shot if you are extremely close to the rim. However, it wasn’t until somewhat recently that teams have been looking closer at the 3-point shot. Morey’s key observation was that if someone takes 100 3-point shots and makes a third of them, then that produces the same amount of points as the person who takes 100 2-point shots and makes half of them. 33% from 3-point range is below league average, but 50% on all 2-pointers is extremely impressive, unless the majority of your shots come at the rim.
This analytical approach is largely based on advanced stats like True Shooting percentage. This adjusts for the fact that a 3-point shot is worth 50% more than a 2-point shot, and that free throws are a part of an efficient offensive performance as well. Morey’s conclusion was that instead of taking a mid-range shot, in most cases, you are better off taking a few steps back and shooting a 3-pointer.
This is shown perfectly in game 1 of last year’s Western Conference Semi-Finals, where the Rockets bested the San Antonio Spurs 126-99. Below is a visualization of all the shots that the Houston Rockets took that night.
In this win the Rockets were able to produce 27 more points, while only taking 3 more shots than the Spurs.
However, this brings us to the limitations of Moreyball. The Spurs were able to adjust throughout the series to better defend the James Harden-led squad, and moved on to the Western Conference Finals after 6 games.
The fate of Moreyball still remains to be seen, without a Houston championship it will be hard to convince the old guard of basketball that analytics can win championships. However, with the Rockets currently sitting on the best record in the league, and the philosophy’s poster boy James Harden looking primed to win the MVP award, they seem confident. We encourage you to join us in the future as we follow the journey of Moreyball, especially come playoff time when defense strengthens and every move will be analyzed under a microscope.
Intro to Advanced Basketball Analytics Metrics
Effective Field Goal Percentage (eFG%): Effective Field Goal percentage is a metric that you may have occasionally encountered. eFG% is a pretty easy concept to understand as it simply takes into account the fact that three point shots are worth 50% more than two point shots. Looking at this numerically, shooting 50% from three is equal to shooting 33.33% from two (remind you of Moreyball?). This is an important statistic to acknowledge when looking at a given players field goal percentage as it will give you a better understanding of their true efficiency in scoring the basketball. An example of this is shown when looking at Demar Derozan and James Harden. This season, Derozan’s field goal percentage (46.1%) is higher than Hardens (45.1%), but his effective field goal percentage is lower, Derozan at 49.4% while Harden’s eFG% is 54.6%. This can be attributed to the fact that Harden shoots (and scores) a lot more three point shots than Derozan does, resulting in a higher eFG%.
Value Added (VA) = (Minutes * (PER - PRL)) / 67. This is the estimated number of points a player adds to a team’s season total above what ‘replacement player’ (for instance, the 12th man on the roster) would produce. More on PER later (it needs its own section), so circle back here. The PRL (Position Replacement Level) = 11.5 for power forwards, 11.0 for point guards, 10.6 for centers, 10.5 for shooting guards and small forwards.
Estimated Wins Added = Value Added (VA)/30
Usage Rate (USG) = [(FGA + (FTA * 0.44) + (Assists * 0.33) + TO) * 40 * League Pace] /(Minutes x Team Pace). Don't worry, someone else does all of the calculations. What all these calculations lead to, is the number of possessions a player uses per 40 minutes.
This statistic aims to point out certain players on teams which rely on him more often to create something on offence. Russell Westbrook in the 2016-17 season, was able to break the season record of triple-doubles in a season. To numerically show how much of a workload he had, can be exemplified with the highest usage rate in the NBA at 40.8%. This means that almost half the game the team would rely on him to create scoring, as this translated to 31 points per game and 10 assists (roughly 25 points per game) to bring a grand total of around 56 points production per game. The total for the team was 106.6 PPG. To say he was heavily relied on would be an understatement.
Player Efficiency Rating (PER):
The most popular advanced metric commonly used today in basketball is player efficiency rating or PER for short. If you are familiar with baseball statistics, then this is comparable to WAR to determine a player’s efficiency compared to others. This metric involves one of the most complex formulas known within the analytics of all major sports.
What PER tries to accomplish is evaluating how productive a player performs on a per minute basis. It adds up positive contributions a player makes on the court while subtracting negative contributions in a statistical point value system. Things like points, rebounds assists would obviously be positive additions while turnovers would be negative. This stat is adjusted for pace and playing time which makes it easily comparable player to player.
The shortcoming with this stat is that there are not many stats in basketball that can back up how efficient a player is on defense. Sure, there are blocks and steals but this only tells so much and can be mostly a result of good team defense instead of individual. Where this deficiency becomes truly evident is that in 2013, Paul George, one of the NBA’s best two-way players had a lower PER than Jamal Crawford and Jr. Smith. For those of you who don’t know much about Jr Smith, he is one of the best bad shot takers and makers in the NBA. Take a look at the video below and you’ll get a good idea of why his shot selection should rank him much lower.
Some analysts are obsessed with this stat, and others aren’t. Like all advanced statistics, you must view the whole picture before determining whether a player is performing well or not. This season, in Cleveland’s struggles with Isaiah Thomas, LeBron was close to averaging a triple double yet constantly had a negative PER. A triple-double (10+ in in any 3 categories) is one of the most impressive things a player can do, so even if you are not familiar with basketball you can realize quickly that PER is not the end all be all stat. Typically though it can give you a quick snapshot into who the most productive players on the court are and it generally includes the NBA elite.
How it's Calculated (You don't have to follow the whole thing, but it's good to view the inputs):
The calculation is the overall rating of a player’s per-minute statistical production and is widely applied by the largest sports corporations to distinguish players between one another. The league average is 15.00 every season.
The formula begins with calculating the unadjusted PER (uPER):
Where:
With:
tm, the prefix, indicating of team rather than of player;
lg, the prefix, indicating of league rather than of player;
min for number of minutes played;
3P for number of three-point field goals made;
FG for number of field goals made;
FT for number of free throws made;
VOP for value of possession (but in reference to the league, in this instance);
RB for number of rebounds: ORB for offensive, DRB for defensive, TRB for (total) combined, RBP for percentage of offensive or defensive;
Got all that? Good.
Once uPER is calculated, it must be adjusted to team pace and normalized for the league to become PER.
This final step takes away the advantage given by teams that play an uptempo style, as the adjustment accounts on a per possession basis so that data can be depicted better. By looking at the top 10 list in the NBA done by ESPN, you can tell that a trend through all players is that they seem to create shots and momentum on offense that appears to be effortless.
Intro into Match-Up Based Statistical Analysis
In sports, everyone is trying to find a new way to predict performance based on statistical analysis. With basketball being a match-up based sport, a match-up based analysis style is the most effective tool for predicting performance. Match-Up Based analysis deals with assessing habits of players, how efficient they are in certain areas on the floor, both offensively and defensively, and comparing this to their likely opponent in a given, upcoming game.
Here is a basic hypothetical example of match-up based analysis during a Toronto Raptors vs. Houston Rockets game. To keep this short, I will exclusively focus on the Point Guard of the Toronto Raptors, Kyle Lowry. To help predict Kyle’s performance we must first look at the basic offensive statistics; FGA, AST, REB, etc. I will then break down each of these statistics into 14 distinct zones, viewable on the graphic below. This will enable us to assess where Kyle’s tendencies for shooting, passing, driving, etc., derive from. We then asses how efficient he is in these areas by using more advanced statistics (EFG%, AST%, REB%, etc.). This information is critical as it allows us to predict where Kyle will be situated on offensive possessions, in addition to how efficient he is in those areas. We do the same analysis on the defensive side and move on to the player that will be battling Kyle for a majority of the game. Using Houston as the example, he will be matched up with Chris Paul. After taking in the same statistical analysis for Chris Paul, we will then compare both Point Guards offensive and defensive results against one another. The point of this (the thing here though, Skip), is to find out which Point Guard is better on any given night. Once we’ve analyzed these players and their behaviours on either end of the floor, the result will be the foremost indicator of how they’ll perform, in any given matchup.
Given that this is a preliminary analysis, there are many external factors that could lead to bias of measurement. Some questions to further consider may include: What happens if teams double-team a player? What if a bench player is used more defensively to cover a starter? To effectively answer these, once a more in-statistical analysis is conducted, I will be able to analyze, with a degree of certainty, why a player is chosen to guard an opposing player, on any given night, and the reactional implications of this. By accumulation of vast quantities of data, applying this analysis strategy, and breaking each player down into one number, we are able to produce a result that takes everything into account. We'll be looking at this further throughout the year.
Intro to Defensive Statistics
Most people interested in basketball are familiar with the common box store defensive stats such as steals, blocks, and defensive rebounds to name a few. Basing a player’s defensive strength on these metrics is not ideal in today’s game, and that leads us to look at more advanced statistics.
As a brief intro to these statistics, we will discuss defensive rating as well as defensive real plus minus. Defensive rating measures the number of points per possession (can also be measured per 100 possessions) the opponent’s offense scores while a certain player is on the floor. As an example, if a player has a DRTG of 102, it means that each possession, the opponents tend to score 1.02 points. Only points that are scored as a result of the individual player defensive breakdowns are counted against him. This also eliminates other certain factors like pace of play and minutes played per game. So obviously in this case, the lower the number the better. The only downside to this statistic is the fact it is difficult to determine why the defense was so good if 5 players were on the floor. For example, if player A and B play all of their minutes together and player B is the superior defender, it will also look like player A is a great defender. So, based on this attribute its very hard to see the defensive value of a single player on the court at one time.
The next type of defensive statistic is defensive real plus minus (dRPM). It measures value in points per 100 possessions, much to the same as DRTG, but instead it only compares against as average player. A DRPM of +1.5 means you are worth 1.5 points per 100 possessions compared to an average player in the league. Additionally, it uses models to take away possible fluctuating variables like home court advantage in order to level possession scoring information. Something that DRPM does that DRTG does not is the ability to make good guesses at which of the 5 players deserve credit for good defense per possession. Since there isn’t a lot to go off of earlier in the season, DRPM takes time to accurately guess which players are good at defense and corrects itself as the season goes on. Ultimately, there isn’t an exact way to determine which player on the court is the best at defense, but DRPM uses some fancy math in order to make the most accurate and best guesses as to who it is.
Statistics in sports, especially basketball, have become increasingly popular, and newer, better models will be introduced in the foreseeable future. These are just a few different measures of defensive statistics that teams are using more and more in order to pick lineups that match up better defensively against certain opponents.
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Cover photo credited to Getty Images