When combing by ESPN’s newest countdown of the highest 100 NBA gamers, attempt to bear in mind one phrase, which is simply as relevant to rating gamers as it’s to constructing a profitable roster.
Individuals see the sport higher than numbers, however numbers see all of the video games.
Because it pertains to NBA Rank 2026, these numbers are a collective of superior participant rankings generally in use, from ESPN’s Internet Factors to DARKO, LEBRON, EPM and RAPM. These programs can present a helpful counter perspective to the people, with their good eyes however occasional biases.
With the complete high 100 unveiled for the 2026-27 season, let’s study what the metrics revealed about which participant rankings our panelists received proper — and which they received improper.
4 issues NBA Rank received improper
1. Jalen Brunson (No. 6)
Our final view of Brunson is him carrying the Knicks to a fourth-quarter comeback in Sport 5 of the NBA Finals. He was great in New York’s run to the championship — however that results in the bias that he’ll preserve it.
He was Finals MVP, however will he actually end the season because the league’s sixth-best participant? Brunson has all the time been restricted a bit by his measurement (6-foot-2, 190 kilos) and his protection, one thing the metrics maybe see and bear in mind greater than the seven panelists bear in mind the late buckets he poured in to win the Finals. These issues are prone to persist.
I really like Brunson’s recreation, however his lofty rating benefitted not solely from latest bias but in addition from the New York media bias. (That bias may also aid you neglect that Brunson missed the shot in probably the most iconic picture from the Finals, when OG Anunoby swooped in for the putback game-winner to clinch Sport 4.)
The metrics place Brunson across the No. 25 vary heading into the season. That is not an enormous hole. He is elite, simply not No. 6 — a minimum of not throughout the common season.
2. Rookies
One other bias comes from eager to imagine the hype. AJ Dybantsa, Darryn Peterson, Cameron Boozer and Caleb Wilson all make the highest 100, however rookies are typically unhealthy NBA gamers — predraft highlights do not present the turnovers, or the missed boxouts, or the poor protection.
Is it doable one or two rookies finish the yr within the high 100 of Internet Factors per recreation, per 100 possessions, or one other metric? In fact. It is a robust draft, however historical past suggests these rankings may very well be a yr too early.
3. Jaylen Brown (No. 14)
With out the rehabbing Jayson Tatum, the Celtics have been picked to win about 40 video games final yr, so their overperformance led to a Coach of the Yr award for Joe Mazzulla and to a bathe of reward for Brown.
The claims of Brown being the league’s “finest two-way participant” got here largely after he had his finest recreation of the yr in opposition to the LA Clippers and Kawhi Leonard, however few observed Brown’s subsequent recreation, the place he scored 14 factors on 24 discipline aim makes an attempt. Perhaps we time period this a “spotlight bias” as a result of our voters maybe noticed these highlights and liked him, rating Brown between No. 9 and No. 23. The metrics’ common, in the meantime, was round No. 60.
The fast causes the metrics do not charge Brown as extremely are that the Celtics performed higher with out him, he turns the ball over lots and he does not have nice imaginative and prescient. The not-so-quick causes stuffed loads of podcast area over the summer time.
4. Collin Murray-Boyles is outdoors the highest 100 and the computer systems do not prefer it.
The metrics see the Toronto Raptors second-year ahead as corresponding to Atlanta Hawks All-Star Jalen Johnson (No. 22 in NBA Rank) in his manufacturing this coming yr. Murray-Boyles is not the passer that Johnson has change into, however he is an efficient defender who simply does not but shoot lots from the perimeter. He is on the glass and he truly averaged extra assists per 48 minutes as a rookie than Johnson did in both of his first two years.
With the 2025 rookies he entered the league with — reminiscent of Cooper Flagg, Dylan Harper and Kon Knueppel — Murray-Boyles did not get the identical publicity and did not get sufficient rating votes. However the computer systems noticed him.
4 issues NBA Rank received proper
1. The highest
Because the analytics revolution has performed out, the overall notion of fine gamers has change into extra in line with metrics. Coaches know higher and do not simply let unhealthy shooters toss up photographs to get inefficient factors. Followers know higher, too.
This yr, the aforementioned Brown has a niche between metrics and the overall notion, however a lot of the NBA Rank high 20 is spot on.
2. Paolo Banchero (No. 36)
For many who do not comply with the NBA subtext on Banchero, you may have missed frequent whispers about how significantly better Orlando is with him off the ground. However final yr, these whispers might need change into louder as a result of the panel moved him down from No. 17 in 2025 to No. 36 this season.
Banchero had benefitted from the hype round high draft picks whereas he was nonetheless making an attempt to construct a soar shot and make his teammates higher, however the hole between Banchero’s perceived worth and his on-court manufacturing is shrinking.
3. Ajay Mitchell (No. 79)
Mitchell was not an everyday starter final yr however was fairly good on either side of the ground. Based on Genius IQ monitoring, Mitchell was within the high 20 in factors allowed per 100 matchups and shot high quality allowed.
Throughout the spectrum of varied metrics, he ranked within the high 30 leaguewide. That is much better than the No. 79 rating our panelists gave, however that is the sort of variability that ought to get narrowed as Mitchell’s obligations and publicity develop in Oklahoma Metropolis.
4. The affect of accidents
We aren’t displaying the underlying variability within the voting on gamers, however gamers who have been injured final season (reminiscent of Tatum, Tyrese Haliburton, Damian Lillard), who’re nonetheless recovering (reminiscent of Jimmy Butler III), or who’re chronically injured (reminiscent of Joel Embiid) have way more variability in how a lot they’ll contribute this yr.
From an analytical perspective, top-of-the-line predictors of future damage is previous damage, and that results in higher uncertainty in regards to the amount of taking part in time. Our voters captured that.
