{"version":"2.7.0","id":"player-matthew-sam-3PG94X","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Matthew Sam?","title":"Matthew Sam Profile & Background","excerpt":"Matthew Sam is an active pickleball player registered under DUPR ID 3PG94X.","answer":"Matthew Sam is an active pickleball player registered in the Pickle Gravity database with DUPR ID 3PG94X. They reside and play matches in The Woodlands, TX, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Matthew Sam 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":"2025-10-10"},{"id":"dupr-id","category":"Registry","question":"What is Matthew Sam's DUPR ID?","title":"Matthew Sam DUPR Identification Key","excerpt":"The unique DUPR identification key for Matthew Sam is 3PG94X.","answer":"Their unique DUPR ID is 3PG94X. 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":"2025-10-10"},{"id":"doubles-rating","category":"Performance","question":"What is Matthew Sam's doubles DUPR rating?","title":"Matthew Sam Doubles Rating","excerpt":"Matthew Sam's doubles DUPR rating is 4.338 with 64% reliability.","answer":"Their doubles DUPR rating is 4.338, verified with a reliability factor of 64%.","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":"2025-10-10"},{"id":"singles-rating","category":"Performance","question":"What is Matthew Sam's singles DUPR rating?","title":"Matthew Sam Singles Rating","excerpt":"Matthew Sam's singles DUPR rating is 4.47 with 4% reliability.","answer":"Their singles DUPR rating is 4.47, verified with a reliability factor of 4%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 4.47 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2025-10-10"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Matthew Sam played?","title":"Matthew Sam Match Count","excerpt":"Matthew Sam has played a total of 170 matches in our tracked index.","answer":"In our database, Matthew Sam has played a total of 170 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":"2025-10-10"},{"id":"match-record","category":"Performance","question":"What is Matthew Sam's match record (Wins / Losses)?","title":"Matthew Sam Win-Loss Record","excerpt":"Matthew Sam has 126 wins and 44 losses, representing a 74.1% win rate.","answer":"Their record is 126 Wins and 44 Losses, yielding an overall win rate of 74.1%.","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":"2025-10-10"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Matthew Sam?","title":"Matthew Sam Points Won Percentage","excerpt":"Matthew Sam wins on average 62.97% of points per set.","answer":"On average, they win 62.97% 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":"2025-10-10"},{"id":"playing-style","category":"Style","question":"What is Matthew Sam's playing style?","title":"Matthew Sam 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":"2025-10-10"},{"id":"control-score","category":"Style","question":"What is Matthew Sam's Control metric score?","title":"Matthew Sam 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":"2025-10-10"},{"id":"power-score","category":"Style","question":"What is Matthew Sam's Power metric score?","title":"Matthew Sam Power Score","excerpt":"Their drive and overhead power score is 90%.","answer":"Their drive and overhead power score is 90%.","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":"2025-10-10"},{"id":"agility-score","category":"Style","question":"What is Matthew Sam's Agility metric score?","title":"Matthew Sam Agility Score","excerpt":"Their court coverage and agility rating is 70%.","answer":"Their court coverage and agility rating is 70%.","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":"2025-10-10"},{"id":"spin-score","category":"Style","question":"What is Matthew Sam's Spin metric score?","title":"Matthew Sam Spin Score","excerpt":"Their cut and topspin accuracy metric is 90%.","answer":"Their cut and topspin accuracy metric is 90%.","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":"2025-10-10"},{"id":"stamina-score","category":"Style","question":"What is Matthew Sam's Stamina metric score?","title":"Matthew Sam Stamina Score","excerpt":"Their stamina and longevity score is 90%.","answer":"Their cardiovascular stamina and longevity score is 90%.","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":"2025-10-10"},{"id":"weekly-streak","category":"Activity","question":"What is Matthew Sam's weekly streak on GPN?","title":"Matthew Sam GPN Weekly Activity Streak","excerpt":"Currently played 0 consecutive weeks. Max streak: 2 weeks.","answer":"They have played matches for 0 consecutive weeks. Their all-time personal best is 2 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":"2025-10-10"},{"id":"best-partner","category":"Chemistry","question":"Who is Matthew Sam's best doubles partner?","title":"Matthew Sam Best Partner","excerpt":"David Sam (DUPR 3.66) is their top partner.","answer":"David Sam (DUPR 3.66) is their top partner, with a chemistry score of 75%.","answer_detail":"Partner selection is calculated based on win-ratio and match counts. Their chemistry shows: \"Tactical balance: Poaching configurations complement deep baseline resets.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2025-10-10"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Matthew Sam played with their best partner?","title":"Matthew Sam 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":"2025-10-10"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Matthew Sam's partners?","title":"Matthew Sam Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 3.60.","answer":"The average rating of their doubles partners is 3.60.","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":"2025-10-10"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Matthew Sam's opponents?","title":"Matthew Sam Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 3.68.","answer":"The average rating of their doubles opponents is 3.68.","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":"2025-10-10"},{"id":"rating-half-life","category":"Registry","question":"What is Matthew Sam's rating half-life?","title":"Matthew Sam DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 6 days.","answer":"Their DUPR rating half-life is 6 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":"2025-10-10"},{"id":"preferred-court","category":"Activity","question":"Where is Matthew Sam's preferred home court facility?","title":"Matthew Sam Preferred Home Court","excerpt":"Their preferred facility for matches is 9000 Six Pines Dr, Shenandoah, TX 77380, USA.","answer":"Their preferred facility for matches is 9000 Six Pines Dr, Shenandoah, TX 77380, USA.","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":"2025-10-10"},{"id":"weeks-active","category":"Activity","question":"How active has Matthew Sam been in the last 18 weeks?","title":"Matthew Sam 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":"2025-10-10"},{"id":"gender-status","category":"Registry","question":"Is Matthew Sam male or female?","title":"Matthew Sam Gender Classification","excerpt":"Registered gender is MALE.","answer":"Their gender is recorded as MALE.","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":"2025-10-10"},{"id":"age-bracket","category":"Registry","question":"What is Matthew Sam's age?","title":"Matthew Sam Age & Birth Year","excerpt":"Recorded as 57 years (approximate birth year: 1969).","answer":"Their age is recorded as 57 years (approximate birth year: 1969).","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":"2025-10-10"},{"id":"last-verified","category":"Registry","question":"When was Matthew Sam's record last updated?","title":"Matthew Sam Profile Last Verified Date","excerpt":"Last verified on 2025-10-10.","answer":"Their DUPR rating and career stats were last verified on 2025-10-10.","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":"2025-10-10"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Matthew Sam?","title":"Matthew Sam Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-matthew-sam-3PG94X","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-matthew-sam-3PG94X or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-matthew-sam-3PG94X?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":"2025-10-10"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Matthew Sam play singles or doubles more frequently?","title":"Matthew Sam 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 64%).","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":"2025-10-10"},{"id":"rating-tier","category":"Performance","question":"How does Matthew Sam's doubles DUPR compare to the average player?","title":"Matthew Sam Rating Percentile Tier","excerpt":"With rating 4.338, they rank in the Advanced tier.","answer":"With a doubles rating of 4.338, 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":"2025-10-10"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 64% doubles reliability score?","title":"Matthew Sam 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":"2025-10-10"},{"id":"rating-stability","category":"Registry","question":"How stable is Matthew Sam's doubles rating over time?","title":"Matthew Sam Rating Volatility","excerpt":"Stable profile based on half-life of 6 days.","answer":"With a rating half-life of 6 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":"2025-10-10"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Matthew Sam perform best in?","title":"Matthew Sam 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":"2025-10-10"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Matthew Sam?","title":"Matthew Sam 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":"2025-10-10"},{"id":"upcoming-leagues","category":"Activity","question":"Is Matthew Sam registered for any upcoming local leagues or ladders?","title":"Matthew Sam 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":"2025-10-10"},{"id":"high-win-streak","category":"Activity","question":"Does Matthew Sam have a high win-streak history?","title":"Matthew Sam 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 2 consecutive weeks.","source_urls":["https://globalpickleball.network"],"tags":["player","streak","wins"],"last_verified":"2025-10-10"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Matthew Sam has faced?","title":"Matthew Sam Toughest Opponents","excerpt":"Opponent DUPR averages around 3.68.","answer":"Their average opponent DUPR is 3.68, 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":"2025-10-10"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Matthew Sam associated with?","title":"Matthew Sam GPN Networks","excerpt":"Plays in networks located around The Woodlands, TX, US.","answer":"They play in leagues and networks located around The Woodlands, TX, 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":"2025-10-10"},{"id":"preferred-court-surface","category":"Activity","question":"What is Matthew Sam's preferred court surface for matches?","title":"Matthew Sam Court Surface Preference","excerpt":"Active matches hosted at 9000 Six Pines Dr, Shenandoah, TX 77380, USA featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at 9000 Six Pines Dr, Shenandoah, TX 77380, USA, 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":"2025-10-10"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Matthew Sam's career?","title":"Matthew Sam 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-matthew-sam-3PG94X?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":"2025-10-10"},{"id":"win-rate-percentage","category":"Performance","question":"What is Matthew Sam's win rate percentage?","title":"Matthew Sam Overall Win Rate","excerpt":"Their win rate is 74.1% across all sets.","answer":"Their overall win rate is 74.1%, 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":"2025-10-10"},{"id":"singles-reliability","category":"Performance","question":"Does Matthew Sam have a singles reliability rating?","title":"Matthew Sam Singles Reliability","excerpt":"Singles reliability is recorded as 4%.","answer":"Yes, their singles rating reliability is recorded as 4%.","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":"2025-10-10"},{"id":"playstyle-calculation","category":"Style","question":"How is Matthew Sam's playstyle category calculated?","title":"Matthew Sam 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":"2025-10-10"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Matthew Sam based on birth year?","title":"Matthew Sam Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1969.","answer":"Based on their birth year 1969, 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":"2025-10-10"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Matthew Sam's matchmaking rank?","title":"Matthew Sam Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 6 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":"2025-10-10"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Matthew Sam to a match on GPN?","title":"Challenge Matthew Sam","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":"2025-10-10"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Matthew Sam play indoor or outdoor matches more?","title":"Matthew Sam Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at 9000 Six Pines Dr, Shenandoah, TX 77380, USA, 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":"2025-10-10"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is Matthew Sam a beginner-friendly doubles partner?","title":"Matthew Sam Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 4.338.","answer":"Matthew Sam has a doubles rating of 4.338. 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":"2025-10-10"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for Matthew Sam?","title":"Matthew Sam Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 4.09 to 4.59.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 4.09 and 4.59 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":"2025-10-10"}],"data":{"dupr_id":"3PG94X","full_name":"Matthew Sam","gender":"MALE","age":57,"location":"The Woodlands, TX, US","profile_pic_url":null,"ratings":{"singles":4.47,"singles_reliability":4,"doubles":4.338,"doubles_reliability":64},"career":{"total_matches":170,"wins":126,"losses":44,"avg_points_won_pct":62.97,"avg_partner_dupr":3.6,"avg_opponent_dupr":3.68,"preferred_court":"9000 Six Pines Dr, Shenandoah, TX 77380, USA"},"stats":{"sos":3.354,"clutch_index":50,"dpg":-12.35,"home_club":{"id":"club-falconwing-picklers-6694459156","name":"Falconwing Picklers"}},"playstyle":{"power":90,"control":70,"agility":70,"spin":90,"stamina":90,"playstyle":"Aggressive Kitchen Poacher","description":"A high-intensity player who excels at applying pressure near the kitchen line, punishing 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