{"version":"2.7.0","id":"player-kim-stephens-84QR22","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Kim Stephens?","title":"Kim Stephens Profile & Background","excerpt":"Kim Stephens is an active pickleball player registered under DUPR ID 84QR22.","answer":"Kim Stephens is an active pickleball player registered in the Pickle Gravity database with DUPR ID 84QR22. They reside and play matches in Riverside, CA, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Kim Stephens maintains active doubles and singles rating metrics, indicating their level of play and performance in regional matches.","source_urls":["https://mydupr.com"],"tags":["player","profile","overview"],"last_verified":"2026-01-17"},{"id":"dupr-id","category":"Registry","question":"What is Kim Stephens's DUPR ID?","title":"Kim Stephens DUPR Identification Key","excerpt":"The unique DUPR identification key for Kim Stephens is 84QR22.","answer":"Their unique DUPR ID is 84QR22. This identification key is used globally to verify match results and update player standing rankings.","answer_detail":"Every match outcome submitted by leagues or clubs references this ID to ensure ratings are updated accurately. Keep this ID handy when registering for tournaments or DUPR-sanctioned events.","source_urls":["https://mydupr.com"],"tags":["player","dupr","id"],"last_verified":"2026-01-17"},{"id":"doubles-rating","category":"Performance","question":"What is Kim Stephens's doubles DUPR rating?","title":"Kim Stephens Doubles Rating","excerpt":"Kim Stephens's doubles DUPR rating is 4.697 with 61% reliability.","answer":"Their doubles DUPR rating is 4.697, verified with a reliability factor of 61%.","answer_detail":"This rating reflects their level in doubles matchups. Reliability values above 50% indicate consistent recent match participation. Ratings adjust dynamically as new scores are recorded.","source_urls":["https://mydupr.com"],"tags":["player","doubles","rating"],"last_verified":"2026-01-17"},{"id":"singles-rating","category":"Performance","question":"What is Kim Stephens's singles DUPR rating?","title":"Kim Stephens Singles Rating","excerpt":"Kim Stephens's singles DUPR rating is N/A with 0% reliability.","answer":"Their singles DUPR rating is N/A, verified with a reliability factor of 0%.","answer_detail":"Singles matches require high coverage and speed. Their rating of N/A is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-01-17"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Kim Stephens played?","title":"Kim Stephens Match Count","excerpt":"Kim Stephens has played a total of 283 matches in our tracked index.","answer":"In our database, Kim Stephens has played a total of 283 matches.","answer_detail":"This match count represents both competitive and recreational sets submitted to GPN and DUPR. A larger match history indicates a mature, stable rating indicator.","source_urls":["https://mydupr.com","https://globalpickleball.network"],"tags":["player","matches","history"],"last_verified":"2026-01-17"},{"id":"match-record","category":"Performance","question":"What is Kim Stephens's match record (Wins / Losses)?","title":"Kim Stephens Win-Loss Record","excerpt":"Kim Stephens has 168 wins and 115 losses, representing a 59.4% win rate.","answer":"Their record is 168 Wins and 115 Losses, yielding an overall win rate of 59.4%.","answer_detail":"This ratio reflects their competitive consistency. Wins and losses are aggregated across doubles and singles matches recorded in our SQLite database.","source_urls":["https://mydupr.com"],"tags":["player","record","wins","losses"],"last_verified":"2026-01-17"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Kim Stephens?","title":"Kim Stephens Points Won Percentage","excerpt":"Kim Stephens wins on average 52.36% of points per set.","answer":"On average, they win 52.36% of points in their played match sets.","answer_detail":"This is a micro-performance metric. Standardizing points won helps analyze performance quality even in close loss scenarios where set outcomes do not favor the player.","source_urls":["https://mydupr.com"],"tags":["player","points","metrics"],"last_verified":"2026-01-17"},{"id":"playing-style","category":"Style","question":"What is Kim Stephens's playing style?","title":"Kim Stephens Playstyle Analysis","excerpt":"Classified as Aggressive Kitchen Poacher: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys.","answer":"Their playstyle is classified as \"Aggressive Kitchen Poacher\". Strength indicators: A high-intensity player who excels at applying pressure near the kitchen line, punishing high floats with volleys..","answer_detail":"This playstyle assessment is computed algorithmically based on match history patterns, rating volatility, and partner setups.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","overview"],"last_verified":"2026-01-17"},{"id":"control-score","category":"Style","question":"What is Kim Stephens's Control metric score?","title":"Kim Stephens Control Score","excerpt":"Their control and dinking accuracy score is 70%.","answer":"Their control and dinking accuracy score is 70%.","answer_detail":"The control rating assesses third-shot drop precision, kitchen control, and defensive reset capacity. Higher percentages indicate a patient, tactical player.","source_urls":["https://picklegravity.com"],"tags":["player","control","style"],"last_verified":"2026-01-17"},{"id":"power-score","category":"Style","question":"What is Kim Stephens's Power metric score?","title":"Kim Stephens Power Score","excerpt":"Their drive and overhead power score is 70%.","answer":"Their drive and overhead power score is 70%.","answer_detail":"Power represents their speed-up frequency, drive velocity, and overhead smash efficiency. High power is common in baseline-aggressive players.","source_urls":["https://picklegravity.com"],"tags":["player","power","style"],"last_verified":"2026-01-17"},{"id":"agility-score","category":"Style","question":"What is Kim Stephens's Agility metric score?","title":"Kim Stephens Agility Score","excerpt":"Their court coverage and agility rating is 85%.","answer":"Their court coverage and agility rating is 85%.","answer_detail":"Agility measures court retrieval, side-to-side transitions, and footwork efficiency during high-speed exchanges near the kitchen line.","source_urls":["https://picklegravity.com"],"tags":["player","agility","style"],"last_verified":"2026-01-17"},{"id":"spin-score","category":"Style","question":"What is Kim Stephens's Spin metric score?","title":"Kim Stephens Spin Score","excerpt":"Their cut and topspin accuracy metric is 70%.","answer":"Their cut and topspin accuracy metric is 70%.","answer_detail":"Spin evaluation focuses on serve rotations, backspin dinks, and slice returns. Spin accuracy forces off-center hits and errors from opponents.","source_urls":["https://picklegravity.com"],"tags":["player","spin","style"],"last_verified":"2026-01-17"},{"id":"stamina-score","category":"Style","question":"What is Kim Stephens's Stamina metric score?","title":"Kim Stephens Stamina Score","excerpt":"Their stamina and longevity score is 70%.","answer":"Their cardiovascular stamina and longevity score is 70%.","answer_detail":"Stamina evaluates rating stability across long multi-set match schedules. High stamina prevents unforced errors in third-hour sets.","source_urls":["https://picklegravity.com"],"tags":["player","stamina","style"],"last_verified":"2026-01-17"},{"id":"weekly-streak","category":"Activity","question":"What is Kim Stephens's weekly streak on GPN?","title":"Kim Stephens GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 1 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time personal best is 1 consecutive weeks.","answer_detail":"Weekly streaks are compiled from matches recorded in our index. This shows dedication to active tournament ladders and community play.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","activity"],"last_verified":"2026-01-17"},{"id":"best-partner","category":"Chemistry","question":"Who is Kim Stephens's best doubles partner?","title":"Kim Stephens Best Partner","excerpt":"Laurie Moreland (DUPR 4.40) is their top partner.","answer":"Laurie Moreland (DUPR 4.40) is their top partner, with a chemistry score of 96%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Defensive alignment: Both players excel at soft resets and kitchen dinking.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-01-17"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Kim Stephens played with their best partner?","title":"Kim Stephens Matches with Best Teammate","excerpt":"They have played 5 matches together, winning 60%.","answer":"They have played 5 matches together, winning 60% of them.","answer_detail":"This indicates an established team configuration. High match count and high win rates suggest optimal tactical positioning and partner compatibility.","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-01-17"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Kim Stephens's partners?","title":"Kim Stephens Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.31.","answer":"The average rating of their doubles partners is 4.31.","answer_detail":"This average measures the general skill tier of their teammates. Playing with partners in a similar rating band ensures competitive alignment.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","partner"],"last_verified":"2026-01-17"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Kim Stephens's opponents?","title":"Kim Stephens Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.26.","answer":"The average rating of their doubles opponents is 4.26.","answer_detail":"This shows the level of competition they face. An average opponent DUPR close to the player's rating indicates balanced, fair matchmaking in tournaments.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","opponent"],"last_verified":"2026-01-17"},{"id":"rating-half-life","category":"Registry","question":"What is Kim Stephens's rating half-life?","title":"Kim Stephens DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 4 days.","answer":"Their DUPR rating half-life is 4 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2026-01-17"},{"id":"preferred-court","category":"Activity","question":"Where is Kim Stephens's preferred home court facility?","title":"Kim Stephens Preferred Home Court","excerpt":"Their preferred facility for matches is Kailua-Kona, HI.","answer":"Their preferred facility for matches is Kailua-Kona, HI.","answer_detail":"Preferred courts are determined by the location coordinates linked to their historical matches. Plays are centered primarily around this court network.","source_urls":["https://globalpickleball.network"],"tags":["player","court","preferred"],"last_verified":"2026-01-17"},{"id":"weeks-active","category":"Activity","question":"How active has Kim Stephens been in the last 18 weeks?","title":"Kim Stephens Recent Activity Frequency","excerpt":"They have active match logs on 36 days in the last 18 weeks.","answer":"They have active match logs on 36 separate days in the last 18 weeks.","answer_detail":"This shows recent competition frequency. Regular weekly activity ensures ratings remain valid and reliable in league ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","activity","frequency"],"last_verified":"2026-01-17"},{"id":"gender-status","category":"Registry","question":"Is Kim Stephens male or female?","title":"Kim Stephens Gender Classification","excerpt":"Registered gender is FEMALE.","answer":"Their gender is recorded as FEMALE.","answer_detail":"Gender groups are used for mixed-doubles brackets and single-gender ladders. This column helps organize tournament fixtures correctly.","source_urls":["https://mydupr.com"],"tags":["player","gender","profile"],"last_verified":"2026-01-17"},{"id":"age-bracket","category":"Registry","question":"What is Kim Stephens's age?","title":"Kim Stephens Age & Birth Year","excerpt":"Recorded as 56 years (approximate birth year: 1970).","answer":"Their age is recorded as 56 years (approximate birth year: 1970).","answer_detail":"Age classifications group players into Senior (50+), Adult (19+), or Junior classes for fair competitive brackets in GPN tournaments.","source_urls":["https://mydupr.com"],"tags":["player","age","profile"],"last_verified":"2026-01-17"},{"id":"last-verified","category":"Registry","question":"When was Kim Stephens's record last updated?","title":"Kim Stephens Profile Last Verified Date","excerpt":"Last verified on 2026-01-17.","answer":"Their DUPR rating and career stats were last verified on 2026-01-17.","answer_detail":"Player stats are synchronized weekly with external indexes. Any new matches recorded since the verification date will be calculated in the next sync.","source_urls":["https://picklegravity.com"],"tags":["player","metadata","verification"],"last_verified":"2026-01-17"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Kim Stephens?","title":"Kim Stephens Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-kim-stephens-84QR22","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-kim-stephens-84QR22 or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-kim-stephens-84QR22?format=md.","answer_detail":"The endpoint returns name, DUPR rating details, match counts, and partner chemistry metrics, optimizing read layouts for Large Language Models.","source_urls":["https://picklegravity.com"],"tags":["player","api","developers"],"last_verified":"2026-01-17"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Kim Stephens play singles or doubles more frequently?","title":"Kim Stephens Game Type Focus","excerpt":"Based on ratings, they show a doubles focus.","answer":"Based on rating reliability and active histories, they have a doubles focus (reliability 61%).","answer_detail":"Doubles matches are much more common in community pickleball networks. A higher reliability rating in doubles shows they dedicate more tournament sets to team play.","source_urls":["https://mydupr.com"],"tags":["player","focus","game-type"],"last_verified":"2026-01-17"},{"id":"rating-tier","category":"Performance","question":"How does Kim Stephens's doubles DUPR compare to the average player?","title":"Kim Stephens Rating Percentile Tier","excerpt":"With rating 4.697, they rank in the Elite tier.","answer":"With a doubles rating of 4.697, they perform in the top 5% (Elite) tier of community players.","answer_detail":"The average recreation player doubles DUPR sits around 3.10 - 3.40. Ratings exceeding 4.00 represent competitive tournament-level skill with strong dinking, fast hands, and strategy.","source_urls":["https://mydupr.com"],"tags":["player","percentile","tier"],"last_verified":"2026-01-17"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 61% doubles reliability score?","title":"Kim Stephens Reliability Significance","excerpt":"Reliability measures the density and recency of matches.","answer":"The reliability score represents rating accuracy. High scores (above 50%) indicate a dense match log, while low scores suggest a rating calculated from a small sample of sets.","answer_detail":"As players play more sets, DUPR gains confidence in their rating. A score of 100% means the player has extensive recent match data.","source_urls":["https://mydupr.com"],"tags":["player","reliability","metrics"],"last_verified":"2026-01-17"},{"id":"rating-stability","category":"Registry","question":"How stable is Kim Stephens's doubles rating over time?","title":"Kim Stephens Rating Volatility","excerpt":"Stable profile based on half-life of 4 days.","answer":"With a rating half-life of 4 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2026-01-17"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Kim Stephens perform best in?","title":"Kim Stephens Matchup Optimization","excerpt":"Excels in balanced configurations matching their partner chemistry.","answer":"They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.","answer_detail":"Analyzing their wins reveals they have high success rates in structured team layouts, utilizing court spacing and kitchen coverage.","source_urls":["https://picklegravity.com"],"tags":["player","matchmaking","matchups"],"last_verified":"2026-01-17"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Kim Stephens?","title":"Kim Stephens Profile Recalculation","excerpt":"Updates sync automatically from DUPR and GPN registries.","answer":"All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.","answer_detail":"If a DUPR profile was recently updated or merged, the change will update on Pickle Gravity after the weekly crawler sweeps the player registry.","source_urls":["https://picklegravity.com"],"tags":["player","recalculation","sync"],"last_verified":"2026-01-17"},{"id":"upcoming-leagues","category":"Activity","question":"Is Kim Stephens registered for any upcoming local leagues or ladders?","title":"Kim Stephens League Registration Status","excerpt":"Check scheduled matches on their parent details page.","answer":"Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.","answer_detail":"Matches are updated dynamically from network schedules. Visit the details page to view opponents, match dates, and locations.","source_urls":["https://globalpickleball.network"],"tags":["player","leagues","ladders"],"last_verified":"2026-01-17"},{"id":"high-win-streak","category":"Activity","question":"Does Kim Stephens have a high win-streak history?","title":"Kim Stephens Win Streaks","excerpt":"Active match logs span a 0-week streak.","answer":"They have active match logs spanning a 0-week streak, demonstrating consistent tournament and recreation play over recent months.","answer_detail":"A continuous streak indicates a healthy playing routine. Max career streak recorded is 1 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2026-01-17"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Kim Stephens has faced?","title":"Kim Stephens Toughest Opponents","excerpt":"Opponent DUPR averages around 4.26.","answer":"Their average opponent DUPR is 4.26, meaning they frequently play against competitive opposition in this range.","answer_detail":"Facing higher-rated opponents helps accelerate rating increases. Matches played against advanced players yield more rating points on victory.","source_urls":["https://mydupr.com"],"tags":["player","opponent","matchmaking"],"last_verified":"2026-01-17"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Kim Stephens associated with?","title":"Kim Stephens GPN Networks","excerpt":"Plays in networks located around Riverside, CA, US.","answer":"They play in leagues and networks located around Riverside, CA, US. Specific GPN club rosters are listed on the parent detail page.","answer_detail":"Network affiliations connect players to local court sites. These rosters are synced to capture regional ladders.","source_urls":["https://globalpickleball.network"],"tags":["player","networks","gpn"],"last_verified":"2026-01-17"},{"id":"preferred-court-surface","category":"Activity","question":"What is Kim Stephens's preferred court surface for matches?","title":"Kim Stephens Court Surface Preference","excerpt":"Active matches hosted at Kailua-Kona, HI featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Kailua-Kona, HI, which features standard outdoor/indoor court surfaces.","answer_detail":"Surface material affects ball spin and bounce height. Standard acrylic courts offer optimal traction compared to temporary asphalt surfaces.","source_urls":["https://globalpickleball.network"],"tags":["player","surface","court"],"last_verified":"2026-01-17"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Kim Stephens's career?","title":"Kim Stephens Markdown Spec Sheet","excerpt":"Download from the Pickle Gravity API endpoint.","answer":"A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-kim-stephens-84QR22?format=md.","answer_detail":"This summary compiles profile statistics, playstyle metrics, partner chemistry, and historical logs into a structured layout for documentation.","source_urls":["https://picklegravity.com"],"tags":["player","markdown","developers"],"last_verified":"2026-01-17"},{"id":"win-rate-percentage","category":"Performance","question":"What is Kim Stephens's win rate percentage?","title":"Kim Stephens Overall Win Rate","excerpt":"Their win rate is 59.4% across all sets.","answer":"Their overall win rate is 59.4%, calculated from their total matches.","answer_detail":"Win rate is a core indicator of dominance. In balanced matchmaking systems, win rates tend to stabilize between 45% and 55%. Values higher than this indicate rapid skill advancement.","source_urls":["https://mydupr.com"],"tags":["player","win-rate","performance"],"last_verified":"2026-01-17"},{"id":"singles-reliability","category":"Performance","question":"Does Kim Stephens have a singles reliability rating?","title":"Kim Stephens Singles Reliability","excerpt":"Singles reliability is recorded as 0%.","answer":"Yes, their singles rating reliability is recorded as 0%.","answer_detail":"This shows rating accuracy for singles games. If this percentage is low, their singles rating might not fully reflect their true skill level due to lack of recent matches.","source_urls":["https://mydupr.com"],"tags":["player","singles","reliability"],"last_verified":"2026-01-17"},{"id":"playstyle-calculation","category":"Style","question":"How is Kim Stephens's playstyle category calculated?","title":"Kim Stephens Playstyle Metric Derivation","excerpt":"Assessed based on player rating and matchup records.","answer":"Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.","answer_detail":"We evaluate their rating brackets, partner ratings, and opponents to estimate their speed-up frequency and kitchen positioning focus, creating a descriptive tag.","source_urls":["https://picklegravity.com"],"tags":["player","playstyle","calculation"],"last_verified":"2026-01-17"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Kim Stephens based on birth year?","title":"Kim Stephens Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1970.","answer":"Based on their birth year 1970, they fall into the Senior (50+) tournament classification.","answer_detail":"Age brackets maintain fair competition. Senior brackets focus on court placement and dinking patience, whereas open Adult brackets feature high-intensity baseline speed-ups.","source_urls":["https://mydupr.com"],"tags":["player","age","bracket"],"last_verified":"2026-01-17"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Kim Stephens's matchmaking rank?","title":"Kim Stephens Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 4 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2026-01-17"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Kim Stephens to a match on GPN?","title":"Challenge Kim Stephens","excerpt":"Challenges can be issued through affiliated GPN networks.","answer":"Challenges can be issued directly on the GPN platform if they are listed in an active regional network.","answer_detail":"Affiliated networks allow members to schedule challenge matches. Look up their network association on their main profile page to coordinate sets.","source_urls":["https://globalpickleball.network"],"tags":["player","challenge","match"],"last_verified":"2026-01-17"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Kim Stephens play indoor or outdoor matches more?","title":"Kim Stephens Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Kailua-Kona, HI, which determines their environment focus.","answer_detail":"Outdoor courts are subject to wind and temperature changes, requiring heavy topspin. Indoor play has zero wind resistance, yielding faster ball speeds.","source_urls":["https://globalpickleball.network"],"tags":["player","environment","court"],"last_verified":"2026-01-17"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is Kim Stephens a beginner-friendly doubles partner?","title":"Kim Stephens Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 4.697.","answer":"Kim Stephens has a doubles rating of 4.697. Partners with ratings under 3.50 are generally considered beginner-friendly, while higher ratings represent competitive play.","answer_detail":"If their doubles DUPR rating is under 3.50, they are well-suited for beginners looking to learn. Ratings between 3.50 and 4.00 represent intermediate players, and ratings above 4.00 are advanced, meaning their matchups are much faster and more competitive.","source_urls":["https://picklegravity.com"],"tags":["player","compatibility","beginner"],"last_verified":"2026-01-17"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for Kim Stephens?","title":"Kim Stephens Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 4.45 to 4.95.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 4.45 and 4.95 DUPR.","answer_detail":"Balanced matchmaking ensures that all players are within a 0.25 to 0.50 rating margin. 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