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How the DUPR rating algorithm works (and what it means for your rating)

picture of Brandon Mackie
Brandon Mackie

Published on: May 8, 2025

Players in the middle of a pickleball game

Imagine you win more pickleball games than you lose, but your rating barely moves. Then you lose a close match and drop 0.2 points overnight. What gives?

In this article, I'll help you understand how the DUPR algorithm works – what impacts it, how it calculates your rating, and what it means for your game. This is an easy-to-read, understandable guide that will make things a lot clearer for you.

The basics – what DUPR is and what it tries to do

DUPR is a dynamic, universal pickleball rating system that ranks players on a scale from 2.000 to 8.000. It's used by pros and a ton of amateurs, and has been adopted by clubs and tournament directors.

DUPR is unique because anyone can use it. It uses a scale similar to the pickleball self-rating system that many players use, and it allows you to input match results from rec play rather than just tournaments or official events.

DUPR aims to be more than just a ranking. It's a "community-driven platform" that adds competitiveness to pickleball, giving players more of an incentive to improve their skills.

Learn more about what a DUPR rating is.

How the DUPR algorithm actually works

DUPR uses an advanced algorithm that takes many factors into consideration, updating your rating seamlessly. The main factors that the DUPR algorithm considers are:

Match results This one is simple. All match results impact your rating, whether you win or lose.
Score differentials The score margin has an impact on your rating. Close matches affect your rating less than a big win.
Opponent rating The strength of your opponent matters too. Your rating increases more if you beat a player rated above you than if you beat a player rated below you. Therefore, it's better to beat a player rated above you in a close match rather than win a massive blowout against a player rated below you.
Rated vs unrated opponents It's better to compete against players who also have a DUPR rating. While matches against unrated players do count toward your DUPR rating, they don't count as much. The algorithm works off the assumption that the unrated player is at level 3.5, so it's not as accurate.
Recent matches The more recently you play, the more your rating will increase. This ensures that your skill level remains accurate and up to date.
Frequency of play The more often you play, the less fluctuation you'll see in your rating. Players who have played fewer matches will see their rating fluctuate more as it takes time to settle accurately. DUPR is cumulative and self-correcting over time.
Singles vs doubles DUPR tracks singles and doubles matches separately, and you get a separate rating for each.
Win expectancy (doubles)

In doubles matches, win probability comes into play. Your team's rating is the average of each player's rating. The algorithm uses this to determine which team is expected to win.

If your team is expected to lose and you win instead, that bumps your rating the most. If you're expected to win and you do, you get a smaller gain for more steady growth.

Match formats

Recreational matches count toward your DUPR rating, but DUPR club matches and tournaments where the director uploads the scores impact your rating more. DUPR assigns higher confidence to consistent formats and partner rotations.

Get your DUPR rating

Get your DUPR rating

Unlock better games and track your progress with Pickleheads and My DUPR Coach.

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Why your DUPR rating may be wrong (and what to do about it)

You may feel that your DUPR rating is off, especially if you're a newer player, have played fewer matches, or you haven't played much recently.

The rating's accuracy improves over time and with more frequent play. If you keep playing regularly, your rating will adjust to your current skill level. Outliers such as bad losses and fluke wins will impact your rating less as you build up a strong data set.

How to use the DUPR algorithm to your advantage

Here are some handy tips on using the DUPR algorithm to your advantage:

  • Play regularly.
  • Play competitive matches against DUPR-rated players at or just above your skill level (those matches help you the most).
  • Play in as many structured-format matches as possible.
  • Don't avoid tough opponents.
  • Focus on winning by a higher margin, not just winning.
  • Avoid huge mismatches that skew your stats.
  • Track your progress.
  • Use DUPR on Demand to control your inputs and build confidence in your rating.

It's not about gaming the system. Instead, it's about giving DUPR better data so you get a more accurate skill rating.

Bottom line

Put simply, the better you understand DUPR, the smarter you'll play. Once you get the hang of how DUPR's algorithm works, the smarter you'll start to play. If you trust DUPR, and start honing your skills to feed it the best data, you'll see your rating change. More importantly, you'll see progress in your game.

Take control of your pickleball journey and start working on your DUPR rating!

Try the Pickleheads round robin tool

Try the Pickleheads round robin tool

Play DUPR-eligible games with the Pickleheads round robin tool.

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About the author
Brandon Mackie
Brandon is an avid writer and co-founder of Pickleheads™. Once a competitive tennis player, Brandon can now be found these days honing his dinks on pickleball courts near Phoenix, Arizona.
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