{"version":"2.7.0","id":"player-james-ngo-7D55KM","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is James Ngo?","title":"James Ngo Profile & Background","excerpt":"James Ngo is an active pickleball player registered under DUPR ID 7D55KM.","answer":"James Ngo is an active pickleball player registered in the Pickle Gravity database with DUPR ID 7D55KM. They reside and play matches in Houston, TX, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. James Ngo 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":"2026-05-16"},{"id":"dupr-id","category":"Registry","question":"What is James Ngo's DUPR ID?","title":"James Ngo DUPR Identification Key","excerpt":"The unique DUPR identification key for James Ngo is 7D55KM.","answer":"Their unique DUPR ID is 7D55KM. 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":"2026-05-16"},{"id":"doubles-rating","category":"Performance","question":"What is James Ngo's doubles DUPR rating?","title":"James Ngo Doubles Rating","excerpt":"James Ngo's doubles DUPR rating is 4.973 with 100% reliability.","answer":"Their doubles DUPR rating is 4.973, verified with a reliability factor of 100%.","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":"2026-05-16"},{"id":"singles-rating","category":"Performance","question":"What is James Ngo's singles DUPR rating?","title":"James Ngo Singles Rating","excerpt":"James Ngo's singles DUPR rating is 4.588 with 16% reliability.","answer":"Their singles DUPR rating is 4.588, verified with a reliability factor of 16%.","answer_detail":"Singles matches require high coverage and speed. Their rating of 4.588 is updated automatically after every authenticated singles set.","source_urls":["https://mydupr.com"],"tags":["player","singles","rating"],"last_verified":"2026-05-16"},{"id":"total-matches","category":"History","question":"How many pickleball matches has James Ngo played?","title":"James Ngo Match Count","excerpt":"James Ngo has played a total of 164 matches in our tracked index.","answer":"In our database, James Ngo has played a total of 164 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":"2026-05-16"},{"id":"match-record","category":"Performance","question":"What is James Ngo's match record (Wins / Losses)?","title":"James Ngo Win-Loss Record","excerpt":"James Ngo has 103 wins and 61 losses, representing a 62.8% win rate.","answer":"Their record is 103 Wins and 61 Losses, yielding an overall win rate of 62.8%.","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":"2026-05-16"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for James Ngo?","title":"James Ngo Points Won Percentage","excerpt":"James Ngo wins on average 53.96% of points per set.","answer":"On average, they win 53.96% 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":"2026-05-16"},{"id":"playing-style","category":"Style","question":"What is James Ngo's playing style?","title":"James Ngo 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":"2026-05-16"},{"id":"control-score","category":"Style","question":"What is James Ngo's Control metric score?","title":"James Ngo Control Score","excerpt":"Their control and dinking accuracy score is 86%.","answer":"Their control and dinking accuracy score is 86%.","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":"2026-05-16"},{"id":"power-score","category":"Style","question":"What is James Ngo's Power metric score?","title":"James Ngo 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":"2026-05-16"},{"id":"agility-score","category":"Style","question":"What is James Ngo's Agility metric score?","title":"James Ngo Agility Score","excerpt":"Their court coverage and agility rating is 71%.","answer":"Their court coverage and agility rating is 71%.","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":"2026-05-16"},{"id":"spin-score","category":"Style","question":"What is James Ngo's Spin metric score?","title":"James Ngo Spin Score","excerpt":"Their cut and topspin accuracy metric is 81%.","answer":"Their cut and topspin accuracy metric is 81%.","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":"2026-05-16"},{"id":"stamina-score","category":"Style","question":"What is James Ngo's Stamina metric score?","title":"James Ngo 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":"2026-05-16"},{"id":"weekly-streak","category":"Activity","question":"What is James Ngo's weekly streak on GPN?","title":"James Ngo 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":"2026-05-16"},{"id":"best-partner","category":"Chemistry","question":"Who is James Ngo's best doubles partner?","title":"James Ngo Best Partner","excerpt":"Carson Nguyen (DUPR 4.87) is their top partner.","answer":"Carson Nguyen (DUPR 4.87) is their top partner, with a chemistry score of 77%.","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":"2026-05-16"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has James Ngo played with their best partner?","title":"James Ngo 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":"2026-05-16"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of James Ngo's partners?","title":"James Ngo Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 4.73.","answer":"The average rating of their doubles partners is 4.73.","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":"2026-05-16"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of James Ngo's opponents?","title":"James Ngo Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 4.66.","answer":"The average rating of their doubles opponents is 4.66.","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":"2026-05-16"},{"id":"rating-half-life","category":"Registry","question":"What is James Ngo's rating half-life?","title":"James Ngo DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 28 days.","answer":"Their DUPR rating half-life is 28 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":"2026-05-16"},{"id":"preferred-court","category":"Activity","question":"Where is James Ngo's preferred home court facility?","title":"James Ngo Preferred Home Court","excerpt":"Their preferred facility for matches is The Woodlands, TX.","answer":"Their preferred facility for matches is The Woodlands, TX.","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":"2026-05-16"},{"id":"weeks-active","category":"Activity","question":"How active has James Ngo been in the last 18 weeks?","title":"James Ngo Recent Activity Frequency","excerpt":"They have active match logs on 40 days in the last 18 weeks.","answer":"They have active match logs on 40 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":"2026-05-16"},{"id":"gender-status","category":"Registry","question":"Is James Ngo male or female?","title":"James Ngo 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":"2026-05-16"},{"id":"age-bracket","category":"Registry","question":"What is James Ngo's age?","title":"James Ngo Age & Birth Year","excerpt":"Recorded as 20 years (approximate birth year: 2006).","answer":"Their age is recorded as 20 years (approximate birth year: 2006).","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":"2026-05-16"},{"id":"last-verified","category":"Registry","question":"When was James Ngo's record last updated?","title":"James Ngo Profile Last Verified Date","excerpt":"Last verified on 2026-05-16.","answer":"Their DUPR rating and career stats were last verified on 2026-05-16.","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":"2026-05-16"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for James Ngo?","title":"James Ngo Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-james-ngo-7D55KM","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-james-ngo-7D55KM or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-james-ngo-7D55KM?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":"2026-05-16"},{"id":"singles-vs-doubles","category":"Performance","question":"Does James Ngo play singles or doubles more frequently?","title":"James Ngo 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 100%).","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":"2026-05-16"},{"id":"rating-tier","category":"Performance","question":"How does James Ngo's doubles DUPR compare to the average player?","title":"James Ngo Rating Percentile Tier","excerpt":"With rating 4.973, they rank in the Elite tier.","answer":"With a doubles rating of 4.973, 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":"2026-05-16"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 100% doubles reliability score?","title":"James Ngo 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":"2026-05-16"},{"id":"rating-stability","category":"Registry","question":"How stable is James Ngo's doubles rating over time?","title":"James Ngo Rating Volatility","excerpt":"Stable profile based on half-life of 28 days.","answer":"With a rating half-life of 28 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":"2026-05-16"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does James Ngo perform best in?","title":"James Ngo 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":"2026-05-16"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for James Ngo?","title":"James Ngo 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":"2026-05-16"},{"id":"upcoming-leagues","category":"Activity","question":"Is James Ngo registered for any upcoming local leagues or ladders?","title":"James Ngo 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":"2026-05-16"},{"id":"high-win-streak","category":"Activity","question":"Does James Ngo have a high win-streak history?","title":"James Ngo 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":"2026-05-16"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent James Ngo has faced?","title":"James Ngo Toughest Opponents","excerpt":"Opponent DUPR averages around 4.66.","answer":"Their average opponent DUPR is 4.66, 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":"2026-05-16"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is James Ngo associated with?","title":"James Ngo GPN Networks","excerpt":"Plays in networks located around Houston, TX, US.","answer":"They play in leagues and networks located around Houston, 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":"2026-05-16"},{"id":"preferred-court-surface","category":"Activity","question":"What is James Ngo's preferred court surface for matches?","title":"James Ngo Court Surface Preference","excerpt":"Active matches hosted at The Woodlands, TX featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at The Woodlands, TX, 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":"2026-05-16"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of James Ngo's career?","title":"James Ngo 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-james-ngo-7D55KM?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":"2026-05-16"},{"id":"win-rate-percentage","category":"Performance","question":"What is James Ngo's win rate percentage?","title":"James Ngo Overall Win Rate","excerpt":"Their win rate is 62.8% across all sets.","answer":"Their overall win rate is 62.8%, 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":"2026-05-16"},{"id":"singles-reliability","category":"Performance","question":"Does James Ngo have a singles reliability rating?","title":"James Ngo Singles Reliability","excerpt":"Singles reliability is recorded as 16%.","answer":"Yes, their singles rating reliability is recorded as 16%.","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":"2026-05-16"},{"id":"playstyle-calculation","category":"Style","question":"How is James Ngo's playstyle category calculated?","title":"James Ngo 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":"2026-05-16"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of James Ngo based on birth year?","title":"James Ngo Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 2006.","answer":"Based on their birth year 2006, 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":"2026-05-16"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact James Ngo's matchmaking rank?","title":"James Ngo Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 28 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":"2026-05-16"},{"id":"challenge-player","category":"Overview","question":"Can I challenge James Ngo to a match on GPN?","title":"Challenge James Ngo","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":"2026-05-16"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does James Ngo play indoor or outdoor matches more?","title":"James Ngo Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at The Woodlands, TX, 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":"2026-05-16"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is James Ngo a beginner-friendly doubles partner?","title":"James Ngo Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 4.973.","answer":"James Ngo has a doubles rating of 4.973. 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":"2026-05-16"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for James Ngo?","title":"James Ngo Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 4.72 to 5.22.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 4.72 and 5.22 DUPR.","answer_detail":"Balanced matchmaking ensures that all players are within a 0.25 to 0.50 rating margin. 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