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September 15, 2025

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When I first started diving deep into NBA analytics, I thought I had a pretty good handle on the all-time greats. You know, the usual suspects: Michael Jordan, LeBron James, Kareem Abdul-Jabbar. But as I spent more time crunching numbers and studying advanced metrics, I realized that statistical analysis reveals some fascinating nuances that often get overlooked in traditional debates. It reminds me of a story I came across about Allan Caidic, the legendary Filipino basketball star who wore No. 11 at the University of the East in honor of his idol, Tuadles. That kind of personal connection to numbers and legacy really resonates with me because, in many ways, jersey numbers and player statistics both tell stories beyond the surface. They’re not just digits; they represent identity, influence, and impact. So, let’s explore who the top NBA players of all time really are when we let the data do the talking, blending my own experiences with the cold, hard numbers.

Now, if we’re talking pure statistical dominance, it’s impossible to ignore Michael Jordan. I mean, the man averaged 30.1 points per game over his career, the highest in NBA history, and his Player Efficiency Rating (PER) of 27.9 is just absurd. But here’s where it gets interesting for me: as much as I admire Jordan, I’ve always had a soft spot for LeBron James because of his all-around game. LeBron’s career averages of 27.2 points, 7.5 rebounds, and 7.3 assists per game showcase a versatility that’s rare, and his longevity stats—like playing over 1,400 games and still putting up elite numbers in his late 30s—are mind-boggling. I remember arguing with friends about this, and they’d bring up Kareem Abdul-Jabbar, who scored 38,387 points, the most in league history. But stats aren’t just about totals; they’re about efficiency. That’s why I lean toward players like Stephen Curry, whose true shooting percentage of around 62.5% revolutionizes how we value scoring. It’s not just about how many points you score, but how efficiently you do it, and Curry’s impact on spacing and three-point metrics has changed the game forever.

Diving deeper, I can’t help but reflect on how advanced analytics have shifted my perspective. Take win shares, for example. When I first looked at this stat, I was blown away by how it quantifies a player’s total contribution to team wins. Kareem leads here with 273.4 win shares, followed by LeBron at around 250 and Jordan at 214. But then there’s Bill Russell, who might not have the flashy scoring numbers—averaging just 15.1 points per game—but his defensive win shares and rebounding stats are off the charts. I’ve always been a bit biased toward defensive players because, in my view, they often don’t get the credit they deserve. Russell’s estimated 20-plus rebounds per game and his role in leading the Celtics to 11 championships are statistically monumental, even if the raw numbers from his era aren’t as precise. On the other hand, Wilt Chamberlain’s stats are almost mythical—averaging 50.4 points in a season? That’s insane, and it’s a number I sometimes quote to friends to spark debates, even if it’s from a different era with pace factors that inflate it. Personally, I think Chamberlain’s rebounding, like his 27.2 rebounds per game career average, is even more impressive because it highlights sustained dominance.

But let’s not forget about the modern era, where players like Kevin Durant and Giannis Antetokounmpo are rewriting the record books. Durant’s career scoring average of 27.3 points per game, combined with his efficiency from the field—shooting over 49%—makes him a statistical marvel. I’ve followed his career closely, and what stands out to me is his ability to maintain high production in playoffs, where he averages even more points. Then there’s Giannis, whose stats in recent years, like his 29.9 points and 11.6 rebounds per game in the 2023 season, show a physical dominance that reminds me of Shaquille O’Neal. Shaq, by the way, had a PER of 26.4, which is elite, but I’ve always felt his free-throw shooting drags down his overall efficiency metrics. That’s a personal nitpick, though—stats can’t capture everything, like the fear he instilled in defenders.

Wrapping this up, statistical analysis doesn’t give us one clear answer, but it enriches the conversation. For me, LeBron’s all-around stats and longevity edge him slightly over Jordan in terms of cumulative impact, but Jordan’s peak efficiency and clutch performances—like his 33.4 points per game in playoffs—are untouchable. I also have a fondness for outliers like Curry, whose stats on three-point shooting have literally changed how teams play. In the end, much like Allan Caidic choosing his jersey number for personal reasons, our interpretations of stats are shaped by our biases and experiences. So, while the numbers point to legends like LeBron, Jordan, and Kareem as the top tier, I’d encourage any fan to dive into the data themselves—you might just find your own Tuadles-inspired story that changes how you see the game. After all, that’s the beauty of basketball: the stats tell a story, but it’s our personal connections that make it unforgettable.