{"version":"2.7.0","id":"player-casey-cummings-EWG0QO","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Casey Cummings?","title":"Casey Cummings Profile & Background","excerpt":"Casey Cummings is an active pickleball player registered under DUPR ID EWG0QO.","answer":"Casey Cummings is an active pickleball player registered in the Pickle Gravity database with DUPR ID EWG0QO. They reside and play matches in Washington, DC, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Casey Cummings 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":"2026-05-03"},{"id":"dupr-id","category":"Registry","question":"What is Casey Cummings's DUPR ID?","title":"Casey Cummings DUPR Identification Key","excerpt":"The unique DUPR identification key for Casey Cummings is EWG0QO.","answer":"Their unique DUPR ID is EWG0QO. 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":"2026-05-03"},{"id":"doubles-rating","category":"Performance","question":"What is Casey Cummings's doubles DUPR rating?","title":"Casey Cummings Doubles Rating","excerpt":"Casey Cummings's doubles DUPR rating is 4.811 with 95% reliability.","answer":"Their doubles DUPR rating is 4.811, verified with a reliability factor of 95%.","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":"2026-05-03"},{"id":"singles-rating","category":"Performance","question":"What is Casey Cummings's singles DUPR rating?","title":"Casey Cummings Singles Rating","excerpt":"Casey Cummings's singles DUPR rating is 4.507 with 3% reliability.","answer":"Their singles DUPR rating is 4.507, verified with a reliability factor of 3%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 4.507 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-03"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Casey Cummings played?","title":"Casey Cummings Match Count","excerpt":"Casey Cummings has played a total of 120 matches in our tracked index.","answer":"In our database, Casey Cummings has played a total of 120 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":"2026-05-03"},{"id":"match-record","category":"Performance","question":"What is Casey Cummings's match record (Wins / Losses)?","title":"Casey Cummings Win-Loss Record","excerpt":"Casey Cummings has 86 wins and 34 losses, representing a 71.7% win rate.","answer":"Their record is 86 Wins and 34 Losses, yielding an overall win rate of 71.7%.","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":"2026-05-03"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Casey Cummings?","title":"Casey Cummings Points Won Percentage","excerpt":"Casey Cummings wins on average 61.53% of points per set.","answer":"On average, they win 61.53% 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":"2026-05-03"},{"id":"playing-style","category":"Style","question":"What is Casey Cummings's playing style?","title":"Casey Cummings Playstyle Analysis","excerpt":"Classified as Tactical Baseline Driver: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors.","answer":"Their playstyle is classified as \"Tactical Baseline Driver\". Strength indicators: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors..","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":"2026-05-03"},{"id":"control-score","category":"Style","question":"What is Casey Cummings's Control metric score?","title":"Casey Cummings Control Score","excerpt":"Their control and dinking accuracy score is 91%.","answer":"Their control and dinking accuracy score is 91%.","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":"2026-05-03"},{"id":"power-score","category":"Style","question":"What is Casey Cummings's Power metric score?","title":"Casey Cummings Power Score","excerpt":"Their drive and overhead power score is 81%.","answer":"Their drive and overhead power score is 81%.","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":"2026-05-03"},{"id":"agility-score","category":"Style","question":"What is Casey Cummings's Agility metric score?","title":"Casey Cummings Agility Score","excerpt":"Their court coverage and agility rating is 81%.","answer":"Their court coverage and agility rating is 81%.","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":"2026-05-03"},{"id":"spin-score","category":"Style","question":"What is Casey Cummings's Spin metric score?","title":"Casey Cummings Spin Score","excerpt":"Their cut and topspin accuracy metric is 61%.","answer":"Their cut and topspin accuracy metric is 61%.","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":"2026-05-03"},{"id":"stamina-score","category":"Style","question":"What is Casey Cummings's Stamina metric score?","title":"Casey Cummings Stamina Score","excerpt":"Their stamina and longevity score is 81%.","answer":"Their cardiovascular stamina and longevity score is 81%.","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":"2026-05-03"},{"id":"weekly-streak","category":"Activity","question":"What is Casey Cummings's weekly streak on GPN?","title":"Casey Cummings 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":"2026-05-03"},{"id":"best-partner","category":"Chemistry","question":"Who is Casey Cummings's best doubles partner?","title":"Casey Cummings Best Partner","excerpt":"Ricky Himawan Winarta (DUPR 4.25) is their top partner.","answer":"Ricky Himawan Winarta (DUPR 4.25) is their top partner, with a chemistry score of 97%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Aggressive setup: Heavy spin serves set up high returns for net put-aways.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2026-05-03"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Casey Cummings played with their best partner?","title":"Casey Cummings Matches with Best Teammate","excerpt":"They have played 6 matches together, winning 83%.","answer":"They have played 6 matches together, winning 83% 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":"2026-05-03"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Casey Cummings's partners?","title":"Casey Cummings Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.25.","answer":"The average rating of their doubles partners is 4.25.","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":"2026-05-03"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Casey Cummings's opponents?","title":"Casey Cummings Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.35.","answer":"The average rating of their doubles opponents is 4.35.","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":"2026-05-03"},{"id":"rating-half-life","category":"Registry","question":"What is Casey Cummings's rating half-life?","title":"Casey Cummings DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 17 days.","answer":"Their DUPR rating half-life is 17 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":"2026-05-03"},{"id":"preferred-court","category":"Activity","question":"Where is Casey Cummings's preferred home court facility?","title":"Casey Cummings Preferred Home Court","excerpt":"Their preferred facility for matches is Washington, DC.","answer":"Their preferred facility for matches is Washington, DC.","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":"2026-05-03"},{"id":"weeks-active","category":"Activity","question":"How active has Casey Cummings been in the last 18 weeks?","title":"Casey Cummings Recent Activity Frequency","excerpt":"They have active match logs on 37 days in the last 18 weeks.","answer":"They have active match logs on 37 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":"2026-05-03"},{"id":"gender-status","category":"Registry","question":"Is Casey Cummings male or female?","title":"Casey Cummings 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":"2026-05-03"},{"id":"age-bracket","category":"Registry","question":"What is Casey Cummings's age?","title":"Casey Cummings Age & Birth Year","excerpt":"Recorded as 25 years (approximate birth year: 2001).","answer":"Their age is recorded as 25 years (approximate birth year: 2001).","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":"2026-05-03"},{"id":"last-verified","category":"Registry","question":"When was Casey Cummings's record last updated?","title":"Casey Cummings Profile Last Verified Date","excerpt":"Last verified on 2026-05-03.","answer":"Their DUPR rating and career stats were last verified on 2026-05-03.","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":"2026-05-03"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Casey Cummings?","title":"Casey Cummings Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-casey-cummings-EWG0QO","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-casey-cummings-EWG0QO or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-casey-cummings-EWG0QO?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":"2026-05-03"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Casey Cummings play singles or doubles more frequently?","title":"Casey Cummings 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 95%).","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":"2026-05-03"},{"id":"rating-tier","category":"Performance","question":"How does Casey Cummings's doubles DUPR compare to the average player?","title":"Casey Cummings Rating Percentile Tier","excerpt":"With rating 4.811, they rank in the Elite tier.","answer":"With a doubles rating of 4.811, 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":"2026-05-03"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 95% doubles reliability score?","title":"Casey Cummings 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":"2026-05-03"},{"id":"rating-stability","category":"Registry","question":"How stable is Casey Cummings's doubles rating over time?","title":"Casey Cummings Rating Volatility","excerpt":"Stable profile based on half-life of 17 days.","answer":"With a rating half-life of 17 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":"2026-05-03"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Casey Cummings perform best in?","title":"Casey Cummings 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":"2026-05-03"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Casey Cummings?","title":"Casey Cummings 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":"2026-05-03"},{"id":"upcoming-leagues","category":"Activity","question":"Is Casey Cummings registered for any upcoming local leagues or ladders?","title":"Casey Cummings 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":"2026-05-03"},{"id":"high-win-streak","category":"Activity","question":"Does Casey Cummings have a high win-streak history?","title":"Casey Cummings 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":"2026-05-03"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Casey Cummings has faced?","title":"Casey Cummings Toughest Opponents","excerpt":"Opponent DUPR averages around 4.35.","answer":"Their average opponent DUPR is 4.35, 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":"2026-05-03"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Casey Cummings associated with?","title":"Casey Cummings GPN Networks","excerpt":"Plays in networks located around Washington, DC, US.","answer":"They play in leagues and networks located around Washington, DC, 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":"2026-05-03"},{"id":"preferred-court-surface","category":"Activity","question":"What is Casey Cummings's preferred court surface for matches?","title":"Casey Cummings Court Surface Preference","excerpt":"Active matches hosted at Washington, DC featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at Washington, DC, 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":"2026-05-03"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Casey Cummings's career?","title":"Casey Cummings 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-casey-cummings-EWG0QO?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":"2026-05-03"},{"id":"win-rate-percentage","category":"Performance","question":"What is Casey Cummings's win rate percentage?","title":"Casey Cummings Overall Win Rate","excerpt":"Their win rate is 71.7% across all sets.","answer":"Their overall win rate is 71.7%, 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":"2026-05-03"},{"id":"singles-reliability","category":"Performance","question":"Does Casey Cummings have a singles reliability rating?","title":"Casey Cummings Singles Reliability","excerpt":"Singles reliability is recorded as 3%.","answer":"Yes, their singles rating reliability is recorded as 3%.","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":"2026-05-03"},{"id":"playstyle-calculation","category":"Style","question":"How is Casey Cummings's playstyle category calculated?","title":"Casey Cummings 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":"2026-05-03"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Casey Cummings based on birth year?","title":"Casey Cummings Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 2001.","answer":"Based on their birth year 2001, they fall into the Adult (19+) 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":"2026-05-03"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Casey Cummings's matchmaking rank?","title":"Casey Cummings Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 17 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":"2026-05-03"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Casey Cummings to a match on GPN?","title":"Challenge Casey Cummings","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":"2026-05-03"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Casey Cummings play indoor or outdoor matches more?","title":"Casey Cummings Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at Washington, DC, 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":"2026-05-03"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is Casey Cummings a beginner-friendly doubles partner?","title":"Casey Cummings Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 4.811.","answer":"Casey Cummings has a doubles rating of 4.811. 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":"2026-05-03"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for Casey Cummings?","title":"Casey Cummings Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 4.56 to 5.06.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 4.56 and 5.06 DUPR.","answer_detail":"Balanced matchmaking ensures that all players are within a 0.25 to 0.50 rating margin. 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