DUPR CEO, Tito Machado

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We welcomed the CEO of DUPR, Tito Machado, to the podcast for an honest conversation about the most talked-about, debated, and scrutinized rating system in sports. Tito opened up about his journey from Silicon Valley and tennis facility management to taking the reins at DUPR during its wildest growth phase. Before diving into the algorithm, we caught up on his intense training for Ironman Lanzarote—one of the toughest races on earth—and how pushing his limits on the bike gives him a much-needed mental break from rating calculations.

We tackled the tough questions head-on with Tito: Why do players go down in rating after a win? Is the $6M/year platform running a "money grab," or are players simply misunderstanding how calibration works? We explored the truth behind match reliability, algorithm decay, age-group categories, and why your rating reflects your average performance rather than your best day. Rick shared his perspective on how DUPR impacts pro match dynamics, while Tito reminded us all why a four-digit number shouldn't define our identity on the court.

Key Takeaways

Wins Don't Always Mean Rating Increases: In 85% of matches, winners move up. The remaining 15% drop due to expectation metrics—DUPR calibrates your total body of data relative to expected performance, rather than operating as a ladder-style reward system.

Universal Scale vs. Age Fragmentation: Pickleball's unique cross-generational play is backed by data—20% of all DUPR matches feature non-traditional gender lineups, and high-level 60+ players consistently compete with younger power players.

The Cost of Running DUPR: DUPR spends roughly $6 million annually on engineering, staff, events, and college programs. Features like the DUPR Reset were designed to clean up data points for the "True North" algorithm while helping fund ongoing platform costs.

Reliability Controls Volatility: A 100% reliable score won't spike after one big win because a single match represents only 1% of that player's history. Big jumps require consistent over-performance across multiple consecutive matches.

DUPR Is Calibration, Not Identity: Your score measures your average day on the court, not your peak performance. Stop treating your rating as a status symbol and focus on drilling, fitness, and smarter court decisions.

Timestamps:
00:00 Welcome Tito Machado
00:54 Ironman Training Mindset
03:05 From Tennis to DUPR
04:41 DUPR Origins Timeline
07:09 Why Ratings Matter
08:37 Legacy Ratings Explained
11:52 One System or Many
14:33 Verve and AI Ratings
15:28 Winning Yet Dropping
17:54 Calibration Not Ranking
22:15 Decay and Volatility
30:13 Accuracy at English Open
31:28 Ratings Need Fixing
32:54 Reliability Explained
37:34 Why Ratings Jump
38:49 Reset Controversy
41:50 Singles Doubles Mixed
43:39 Age Ratings Debate
47:05 Winning But Dropping
50:09 Accuracy Over Feelings
54:30 Improve Skill Not Score
55:57 DUPR Is Not You