DUPR Algo Updates 1/30: What You Need to Know

Kevin Brown
February 7, 2024

After months of research and gathering feedback from users, we are excited to announce that on January 30th, we will release key updates and improvements to the DUPR algorithm. We are confident these updates will create even more accuracy within our rating and a better experience for pickleball players everywhere.


Tomorrow, we're releasing a new blog post that provides a behind-the-scenes look at DUPR's research process and how it contributes to the continual advancement of the algorithm.


As of January 30th, DUPR takes into account:


  1. Points Matter. Was this a tight match or a blowout? DUPR now evaluates the closeness of the match, so a score of 11-0 will have a bigger impact on your rating than a close match of 11-9 against that same opponent
  2. Recency Matters. A match you played today will impact your rating more than a match you played six months ago.
  3. Total Match Count Matters. If you've played in a lot of matches, your rating will fluctuate less compared to a player with a lower match count.
  4. Every Match Matters (even against unrated players). Every match counts towards your rating, even if you are playing against someone who is unrated or new to DUPR.


FAQs


So what does the updated rating mean for you? We’ve tried to answer the most common questions from our community below.


Do these changes start now or will they be applied to all my past matches?

These updates will be applied across all your match results in our platform on January 30th, as well as to all future results you submit. Want to ensure your rating is accurate and up to date? Hit the court and share your results.


Why is DUPR updating the algorithm again? Is this going to happen frequently?

Our team of data scientists is dedicated to ensuring DUPR is the world’s best and most accurate global pickleball rating. As we get more players and results onto the platform, and have more data at our disposal, we are able to make improvements and updates to the system to ensure that DUPR is providing the most accurate assessment of level. We’re confident that each of these updates will improve the foundational accuracy of the rating. On 1/26/2024, we're releasing a blog post that provides a behind-the-scenes look at DUPR's research process and how it contributes to the continual advancement  of the algorithm. Will be linked here.


When do matches start to matter less? Is there a certain number of matches that count more (ie my most recent 5 matches)? When do matches start losing their value?

The weight of each match decays with each day that passes by. That means that any match played on the same day will have the same weight before considering the number of sets in the match. The match weight decays smoothly, so there is no cutoff for when a match is no longer counting.


What if all the players involved are not rated?

If all players are unrated, we do not know the level of the match, so we take a guess that the level is 3.5. The outcome of the match will push one team above 3.5 and the other below to properly reflect the levels displayed by the scores of the match. With each player’s next few matches, they will be able to move quickly toward their appropriate level, especially once they are playing rated players around their skill level.


Can my rating go down if I win?

No! You will be awarded a rating increase for each win, but the amount depends on many factors including your win probability, all players’ reliability, the score, the result type, and more.


Will my rating change if I haven’t logged in matches for a long period of time? I have 200 games entered but haven’t played in a year. How does that affect my rating?

A pause in playing will not directly affect your rating, but rather your reliability. In order to keep a reliable rating, we recommend that you continue to participate in DUPR logged or reported matches on a regular basis. If you jump back in after a break, you can expect some fluctuations in your rating in your first few matches back since your rating reached a low level of reliability. Once you record more matches, your rating will start to stabilize again and more accurately represent your current skill level.


Still have questions? Our support team is here to help. Fill out our new form: HERE

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April 2, 2024

Cliff Drysdale Tennis and Peter Burwash International Have Joined Forces with Minor League Pickleball!

Cliff Drysdale Tennis and Peter Burwash International have joined forces with Minor League Pickleball to bring a new and exciting experience to racquet sports enthusiasts across the nation. This strategic partnership will see a series of innovative events and competitions hosted at various CDT and PBI managed properties starting this 2024!

Minor League Pickleball is an innovative team competition where teams of four players (2 women and 2 men) compete against each other in a novel and engaging format, with twists on traditional match-ups and scoring for games, matches, and tiebreakers. Teams compete against each other in Matches using the MLPlay™ format, featuring team matches that are composed of four 21-point games, one women’s doubles, one men’s doubles, and the final two games consisting of mixed doubles. Teams play in a round robin pool, with guaranteed matches and a playoff bracket to determine the winning team. All participating players must have a DUPR (Dynamic Universal Pickleball Rating) account, and teams are formed by combining the DUPR ratings of all four players.

“We are thrilled to partner with Minor League Pickleball, a fantastic event concept that highlights many of sport’s most appealing qualities,” said Scott McCulloch, President and COO for Cliff Drysdale Tennis and Peter Burwash International. “Providing our members, guests and loyal community of pickleball players with engaging play options and competitive offerings is one of our top priorities, and Minor League Pickleball events will help strengthen our programs across the nation.”


“Minor League Pickleball is focused on providing amateur players with the most dynamic and exciting opportunities to compete. By partnering with Cliff Drysdale Tennis and Peter Burwash International, we’re able to reach even more players and host MiLP events at some of the most renowned racquet sports facilities in the world. We’re excited to work together to bring more people into this exciting game and create more engaging opportunities to play,” said Caroline Luelf, Director of Minor League Pickleball. 

Caroline Luelf, Director of Minor League Pickleball, expressed her excitement about working with CDT and PBI to expand the reach of the sport and create more opportunities for players to enjoy the game. The events will be held at select locations across the U.S., including private clubs, public facilities, and resorts, with a special travel experience planned for July at Omni Amelia Island Resort.

All players who compete in MiLP events will accumulate points to earn an opportunity to compete in the Minor League Pickleball National Championship, scheduled for December 13-15 and featuring a $50,000 prize purse.

Upcoming Minor League Pickleball events at CDT and PBI managed facilities:

April 13-14: JW Marriott Desert Springs Resort and Spa (Palm Desert, CA)
April 20-21: Esplanade Naples Golf and Country Club (Naples, FL)
May 4-5: Weston Racquet Club (Weston, FL)
May 18-19: Tyler Athletic and Swim Club (Tyler, TX)
June 22-23: John Newcombe Country Club  (New Braunfels, TX)
July 19-21: Omni Amelia Island Resort, Travel Package  (Amelia Island, FL)

To register for events and learn more about Minor League Pickleball, visit: www.dupr.com/minorleague

To learn more about Cliff Drysdale Tennis, visit: www.cliffdrysdale.com 

To learn more about Peter Burwash International, visit: www.pbitennis.com

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Minor League
March 21, 2024

How the AI Boom Is Making Pickleball a Success

AI’s Pickleball Potential

Sports aren’t typically the first thing that comes to mind when you think about the Artificial Intelligence (AI) revolution. However, AI in sports is now synonymous with big business. Estimates value the sports AI market at more than $2 billion, and research suggests that it may reach more than $7 billion by 2027. Currently, AI is being used for everything from training NFL players to shaving time off their 40-yard dash to predicting and preventing injuries on the basketball court. And it’s poised to have a significant impact on the sport of pickleball.

Harnessing the Power of AI for Pickleball

AI systems use mathematical algorithms that generate highly accurate analysis in real time. For pickleball, data can be collected via wearable sensors and high-definition motion capture cameras to record players' footwork, paddle angles, and shot choices. This data can be transformed into a format processed by an algorithm and can be used to train the AI model, allowing it to learn patterns and relationships. The model is then integrated into an application or program and is the basis for making predictions on new data that is collected. The more data it acquires, the more the algorithm adapts and the better its ability to simulate human intelligent processes. Coaches can then reference the data and immediately adjust a player’s mechanics and techniques, repeat the drill or session, and compare results.

But AI isn’t just for pickleball pros. Recreational players are already enjoying the benefits of AI. Training tools like SwingVision and PB Vision bring the power of AI to local courts without the need for high-end equipment or professional-grade video. By uploading footage shot on a smartphone, these systems can analyze player movements, pinpoint problems in swing speed and follow through, and provide suggestions for improvement. In addition, AI is becoming an integral part of emerging pickleball virtual reality (VR) simulations that produce engaging immersive, customized training programs.

In addition, the recent partnership between leading global pickleball rating system DUPR and sport and AI analytics technology pioneers Playsight has opened up new possibilities. PlaySight’s AI automated highlights also allow players to relive their best moments in a match instantly. The collaboration promises to redefine how players experience and interact with the sport.

Preventing Injury and Speeding Recovery

Off the court, AI is showing great benefits in improving player health and conditioning. Systems can evaluate heart rate and joint stress and alert players to potential injury. Next-generation pulse oximeters incorporate AI into handheld devices that measure respiratory rate, temperature, and blood saturation levels. 

AI can also help accelerate recovery times from injuries. Trainers and physical therapists are increasingly relying on AI-generated results to create personalized rehab programs to get players back on the court faster and prevent re-injury.

In addition, manufacturers of pickleball equipment, especially paddle companies, are using AI-powered systems to determine material specifications and performance metrics for the design of their newest products. Because of its ability to perform analysis on a microscopic level, AI can identify the optimal materials for improved power, control, and durability and give manufacturers next-level customization options to develop paddles suited for a variety of playing styles. These advancements are poised to propel paddle sales, which are projected to reach $253.8 million by 2028 and are currently more than $125 million in the US alone.

It's an exciting time for pickleball and AI will continue to play an ever-expanding role in the sport’s future. As more players tap into AI’s ability to achieve better results on the court, it’s likely there’ll be a corresponding increase in their DUPR ratings.

Educational
Data
March 21, 2024

Honcho Pickleball League partners with DUPR to drive growth, unify league with global rating system.

Honcho Pickleball League, the premier national amateur pickleball league, and DUPR (Dynamic Universal Pickleball Rating), today announced a partnership to drive growth and local skill-based playing opportunities for players across the country. 

Honcho Pickleball League is one of the largest amateur leagues in the country with capacity to support up to 3,200 players across 12 states with 20 venue partners for this upcoming round of seasons taking place from late April through June, and has established itself as a leader in the grassroots growth of pickleball. As part of the partnership, Honcho will adopt DUPR as the official rating system of the league, and DUPR will support Honcho as it looks to enter into new markets and add new venue partners to offer even more opportunities for players to compete. 

“We are excited to dive into this relationship with DUPR,” said Chris Mott, Chief Revenue Officer, Honcho Pickleball League. “Their support not only provides us with one of the largest, most detailed player databases in the sport, but also aligns with our mission to provide exceptional pickleball experiences and development opportunities for our players. We look forward to a fruitful relationship that brings added excitement and competition to our communities across the nation.”

DUPR’s solution provides organizers with the ability to showcase their events to the most active and engaged community in pickleball, and enables players to find more opportunities to play at their level wherever they are. The foundation of DUPR is its industry-leading rating, which analyzes match results to provide an accurate, reliable evaluation of a players skill level across age, gender and location. With DUPR, organizers can create more competitive opportunities for players by organizing events and matches by player ratings, and players can know their level to find better, more fun competition. 

“DUPR is committed to democratizing pickleball, collaborating with teams, leagues and operators everywhere to give them access to technology that supports even better pickleball experiences,” said Tito Machado, DUPR CEO.  “We are excited to showcase Honcho Pickleball League to our community, support their players with a dynamic, accurate rating system, and aid their expansion into new markets to grow the game we all love.”

DUPR supports players, organizers and operators in pickleball with free-to-use tools to make the pickleball experience even more fun and ultimately driving the growth of the game. From its global rating system to its dynamic digital community where players can find and connect with matches, leagues, clubs and tournaments, DUPR is providing the fast-growing sport with the foundational framework to ensure enjoyment and fun for generations to come. 

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About DUPR 

DUPR (Dynamic Universal Pickleball Rating) is the premier global pickleball rating system and technology platform, trusted by the world's leading clubs, tournaments, leagues and players. DUPR's dynamic rating system unifies pickleball across age, gender and location by analyzing match results to accurately evaluate all players across a 2.000 - 8.000 scale. Players and operators can visit www.dupr.com to sign up and learn more. 

About Honcho Pickleball League 

Honcho Pickleball League is the premier destination for pickleball enthusiasts who crave the perfect blend of competition, community and fun. Our league exudes confidence and swagger, providing consistent, fully administered game play on a weekly basis. We are the epitome of high-energy, fostering an electrifying atmosphere both on and off the court. Ranging from mid-season happy hours to championship gatherings to league merch to big winners pots and packages, this is not your standard local league and community!

We embody a winning spirit, striving to create an innovative and inclusive environment to continue to support in the greater effort of growing the sport of pickleball. Our league offers consistent weekly match play with multiple skill set divisions to choose from to ensure that players can excel in their passion for pickleball, week over week!. We proudly associate with top pickleball brands, ensuring an unparalleled experience for all. Visit www.honchopickle.com for more.

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