The analytics revolution in basketball — how three-and-free changed everything

Published 2026-03-17

The Three-Point Line: A Gold Rush

The NBA, for all its flash and innovation, was a bit of a slow learner. For decades, the mid-range jumper was king, a beautiful but inefficient monarch. Then came the analytics revolution, a seismic shift that exposed the mid-range for the fool's gold it truly was and crowned the three-pointer as the undisputed champion. It wasn't a gradual evolution; it was a sudden, violent upheaval. Teams like the Morey-ball Rockets, under Daryl Morey's stewardship, weaponized the three-point line with an almost religious fervor. They understood the math: a 33.4% shooter from deep provides the same points per shot as a 50% shooter from two. The league's average 3-point percentage in the 2022-23 season was 36.1%. The average 2-point percentage? 53.6%. The math, as they say, doesn't lie.

The Free Throw's Unsung Heroics

But the "three-and-free" revolution isn't just about bombs from beyond the arc. It's about maximizing every single possession, and that includes the oft-overlooked free throw. Think about it: an uncontested shot worth one point. It's the most efficient play in basketball, yet for years, teams treated it as an afterthought. The analytics movement brought a renewed focus on drawing fouls. Players who can consistently get to the line and convert are invaluable. Take James Harden in his prime with the Rockets. In the 2018-19 season, he attempted an astounding 11.0 free throws per game, converting 87.9% of them. That's 9.7 points per game just from the charity stripe, a substantial chunk of his scoring output.

The Demise of the Mid-Range

The analytics revolution didn't just elevate the three and the free throw; it ruthlessly exposed the inefficiency of the mid-range jumper. Once a staple of legends like Michael Jordan and Kobe Bryant, the 15-foot pull-up is now viewed with suspicion. It's a low-percentage shot worth only two points, often contested. The numbers bear this out. In the 1997-98 season, 24.1% of all field goal attempts were from mid-range. By the 2022-23 season, that number had plummeted to 12.8%. Teams are actively discouraging these shots, funneling players to the rim or forcing them to step back for a three.

A New Breed of Player

This shift has created a new archetype of NBA player. Centers who can't shoot threes are becoming dinosaurs, unless they are elite rim protectors and rebounders like Rudy Gobert. Guards who can't hit from deep or consistently get to the line are struggling to find minutes. Everyone needs to be able to stretch the floor or create opportunities for others to do so. The game is faster, more spread out, and frankly, more entertaining. The constant threat of a three-pointer opens up driving lanes, and the emphasis on free throws ensures that aggressive play is rewarded. It's a beautiful, violent ballet of numbers and skill.

The Hot Take: The NBA will soon implement a four-point line, further accelerating the analytics-driven evolution and making the mid-range jumper an ancient relic only seen in grainy YouTube highlights.