{"version":"2.7.0","id":"player-mary-smith-8D5G9X","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Mary Smith?","title":"Mary Smith Profile & Background","excerpt":"Mary Smith is an active pickleball player registered under DUPR ID 8D5G9X.","answer":"Mary Smith is an active pickleball player registered in the Pickle Gravity database with DUPR ID 8D5G9X. They reside and play matches in Waldwick, NJ, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Mary Smith 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":"2026-04-17"},{"id":"dupr-id","category":"Registry","question":"What is Mary Smith's DUPR ID?","title":"Mary Smith DUPR Identification Key","excerpt":"The unique DUPR identification key for Mary Smith is 8D5G9X.","answer":"Their unique DUPR ID is 8D5G9X. 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":"2026-04-17"},{"id":"doubles-rating","category":"Performance","question":"What is Mary Smith's doubles DUPR rating?","title":"Mary Smith Doubles Rating","excerpt":"Mary Smith's doubles DUPR rating is 4.26 with 99% reliability.","answer":"Their doubles DUPR rating is 4.26, verified with a reliability factor of 99%.","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":"2026-04-17"},{"id":"singles-rating","category":"Performance","question":"What is Mary Smith's singles DUPR rating?","title":"Mary Smith Singles Rating","excerpt":"Mary Smith'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":"2026-04-17"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Mary Smith played?","title":"Mary Smith Match Count","excerpt":"Mary Smith has played a total of 314 matches in our tracked index.","answer":"In our database, Mary Smith has played a total of 314 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":"2026-04-17"},{"id":"match-record","category":"Performance","question":"What is Mary Smith's match record (Wins / Losses)?","title":"Mary Smith Win-Loss Record","excerpt":"Mary Smith has 184 wins and 130 losses, representing a 58.6% win rate.","answer":"Their record is 184 Wins and 130 Losses, yielding an overall win rate of 58.6%.","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":"2026-04-17"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Mary Smith?","title":"Mary Smith Points Won Percentage","excerpt":"Mary Smith wins on average 53.27% of points per set.","answer":"On average, they win 53.27% 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":"2026-04-17"},{"id":"playing-style","category":"Style","question":"What is Mary Smith's playing style?","title":"Mary Smith Playstyle Analysis","excerpt":"Classified as All-Court Defensive Wall: An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the kitchen.","answer":"Their playstyle is classified as \"All-Court Defensive Wall\". Strength indicators: An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the kitchen..","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":"2026-04-17"},{"id":"control-score","category":"Style","question":"What is Mary Smith's Control metric score?","title":"Mary Smith Control Score","excerpt":"Their control and dinking accuracy score is 92%.","answer":"Their control and dinking accuracy score is 92%.","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":"2026-04-17"},{"id":"power-score","category":"Style","question":"What is Mary Smith's Power metric score?","title":"Mary Smith Power Score","excerpt":"Their drive and overhead power score is 77%.","answer":"Their drive and overhead power score is 77%.","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":"2026-04-17"},{"id":"agility-score","category":"Style","question":"What is Mary Smith's Agility metric score?","title":"Mary Smith Agility Score","excerpt":"Their court coverage and agility rating is 72%.","answer":"Their court coverage and agility rating is 72%.","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":"2026-04-17"},{"id":"spin-score","category":"Style","question":"What is Mary Smith's Spin metric score?","title":"Mary Smith Spin Score","excerpt":"Their cut and topspin accuracy metric is 77%.","answer":"Their cut and topspin accuracy metric is 77%.","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":"2026-04-17"},{"id":"stamina-score","category":"Style","question":"What is Mary Smith's Stamina metric score?","title":"Mary Smith Stamina Score","excerpt":"Their stamina and longevity score is 77%.","answer":"Their cardiovascular stamina and longevity score is 77%.","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":"2026-04-17"},{"id":"weekly-streak","category":"Activity","question":"What is Mary Smith's weekly streak on GPN?","title":"Mary Smith 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":"2026-04-17"},{"id":"best-partner","category":"Chemistry","question":"Who is Mary Smith's best doubles partner?","title":"Mary Smith Best Partner","excerpt":"Kevin Smith (DUPR 3.79) is their top partner.","answer":"Kevin Smith (DUPR 3.79) is their top partner, with a chemistry score of 90%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Calibrated counter-punching: Precision dinks force errors, allowing surgical poaching.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-04-17"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Mary Smith played with their best partner?","title":"Mary Smith Matches with Best Teammate","excerpt":"They have played 11 matches together, winning 45%.","answer":"They have played 11 matches together, winning 45% 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":"2026-04-17"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Mary Smith's partners?","title":"Mary Smith Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 3.93.","answer":"The average rating of their doubles partners is 3.93.","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":"2026-04-17"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Mary Smith's opponents?","title":"Mary Smith Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.04.","answer":"The average rating of their doubles opponents is 4.04.","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":"2026-04-17"},{"id":"rating-half-life","category":"Registry","question":"What is Mary Smith's rating half-life?","title":"Mary Smith DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 14 days.","answer":"Their DUPR rating half-life is 14 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":"2026-04-17"},{"id":"preferred-court","category":"Activity","question":"Where is Mary Smith's preferred home court facility?","title":"Mary Smith Preferred Home Court","excerpt":"Their preferred facility for matches is USOP National Pickleball Center.","answer":"Their preferred facility for matches is USOP National Pickleball Center.","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":"2026-04-17"},{"id":"weeks-active","category":"Activity","question":"How active has Mary Smith been in the last 18 weeks?","title":"Mary Smith Recent Activity Frequency","excerpt":"They have active match logs on 39 days in the last 18 weeks.","answer":"They have active match logs on 39 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":"2026-04-17"},{"id":"gender-status","category":"Registry","question":"Is Mary Smith male or female?","title":"Mary Smith 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":"2026-04-17"},{"id":"age-bracket","category":"Registry","question":"What is Mary Smith's age?","title":"Mary Smith Age & Birth Year","excerpt":"Recorded as 60 years (approximate birth year: 1966).","answer":"Their age is recorded as 60 years (approximate birth year: 1966).","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":"2026-04-17"},{"id":"last-verified","category":"Registry","question":"When was Mary Smith's record last updated?","title":"Mary Smith Profile Last Verified Date","excerpt":"Last verified on 2026-04-17.","answer":"Their DUPR rating and career stats were last verified on 2026-04-17.","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":"2026-04-17"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Mary Smith?","title":"Mary Smith Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-mary-smith-8D5G9X","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-mary-smith-8D5G9X or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-mary-smith-8D5G9X?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":"2026-04-17"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Mary Smith play singles or doubles more frequently?","title":"Mary Smith 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 99%).","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":"2026-04-17"},{"id":"rating-tier","category":"Performance","question":"How does Mary Smith's doubles DUPR compare to the average player?","title":"Mary Smith Rating Percentile Tier","excerpt":"With rating 4.26, they rank in the Advanced tier.","answer":"With a doubles rating of 4.26, they perform in the top 15% (Advanced) 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":"2026-04-17"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 99% doubles reliability score?","title":"Mary Smith 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":"2026-04-17"},{"id":"rating-stability","category":"Registry","question":"How stable is Mary Smith's doubles rating over time?","title":"Mary Smith Rating Volatility","excerpt":"Stable profile based on half-life of 14 days.","answer":"With a rating half-life of 14 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":"2026-04-17"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Mary Smith perform best in?","title":"Mary Smith 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":"2026-04-17"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Mary Smith?","title":"Mary Smith 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":"2026-04-17"},{"id":"upcoming-leagues","category":"Activity","question":"Is Mary Smith registered for any upcoming local leagues or ladders?","title":"Mary Smith 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":"2026-04-17"},{"id":"high-win-streak","category":"Activity","question":"Does Mary Smith have a high win-streak history?","title":"Mary Smith 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":"2026-04-17"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Mary Smith has faced?","title":"Mary Smith Toughest Opponents","excerpt":"Opponent DUPR averages around 4.04.","answer":"Their average opponent DUPR is 4.04, 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":"2026-04-17"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Mary Smith associated with?","title":"Mary Smith GPN Networks","excerpt":"Plays in networks located around Waldwick, NJ, US.","answer":"They play in leagues and networks located around Waldwick, NJ, 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":"2026-04-17"},{"id":"preferred-court-surface","category":"Activity","question":"What is Mary Smith's preferred court surface for matches?","title":"Mary Smith Court Surface Preference","excerpt":"Active matches hosted at USOP National Pickleball Center featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at USOP National Pickleball Center, 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":"2026-04-17"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Mary Smith's career?","title":"Mary Smith 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-mary-smith-8D5G9X?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":"2026-04-17"},{"id":"win-rate-percentage","category":"Performance","question":"What is Mary Smith's win rate percentage?","title":"Mary Smith Overall Win Rate","excerpt":"Their win rate is 58.6% across all sets.","answer":"Their overall win rate is 58.6%, 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":"2026-04-17"},{"id":"singles-reliability","category":"Performance","question":"Does Mary Smith have a singles reliability rating?","title":"Mary Smith 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":"2026-04-17"},{"id":"playstyle-calculation","category":"Style","question":"How is Mary Smith's playstyle category calculated?","title":"Mary Smith 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":"2026-04-17"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Mary Smith based on birth year?","title":"Mary Smith Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1966.","answer":"Based on their birth year 1966, 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":"2026-04-17"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Mary Smith's matchmaking rank?","title":"Mary Smith Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 14 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":"2026-04-17"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Mary Smith to a match on GPN?","title":"Challenge Mary Smith","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":"2026-04-17"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Mary Smith play indoor or outdoor matches more?","title":"Mary Smith Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at USOP National Pickleball Center, 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":"2026-04-17"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is Mary Smith a beginner-friendly doubles partner?","title":"Mary Smith Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 4.26.","answer":"Mary Smith has a doubles rating of 4.26. 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":"2026-04-17"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for Mary Smith?","title":"Mary Smith Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 4.01 to 4.51.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 4.01 and 4.51 DUPR.","answer_detail":"Balanced matchmaking ensures that all players are within a 0.25 to 0.50 rating margin. Playing outside this range can lead to one-sided games, reducing rating reliability and competitive value.","source_urls":["https://mydupr.com"],"tags":["player","matchmaking","bracket"],"last_verified":"2026-04-17"}],"data":{"dupr_id":"8D5G9X","full_name":"Mary Smith","gender":"FEMALE","age":60,"location":"Waldwick, NJ, US","profile_pic_url":null,"ratings":{"singles":null,"singles_reliability":0,"doubles":4.26,"doubles_reliability":99},"career":{"total_matches":314,"wins":184,"losses":130,"avg_points_won_pct":53.27,"avg_partner_dupr":3.93,"avg_opponent_dupr":4.04,"preferred_court":"USOP National Pickleball Center"},"stats":{"sos":4.208,"clutch_index":0,"dpg":-9.62,"home_club":null},"playstyle":{"power":77,"control":92,"agility":72,"spin":77,"stamina":77,"playstyle":"All-Court Defensive Wall","description":"An outstanding defensive asset capable of recovering difficult angles and resetting fast speed-ups back into the 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