{"version":"2.7.0","id":"player-chad-shane-8EPJE1","type":"player","rules_and_decisions":[{"id":"who-is-player","category":"Overview","question":"Who is Chad Shane?","title":"Chad Shane Profile & Background","excerpt":"Chad Shane is an active pickleball player registered under DUPR ID 8EPJE1.","answer":"Chad Shane is an active pickleball player registered in the Pickle Gravity database with DUPR ID 8EPJE1. They reside and play matches in Castle Rock, CO, US.","answer_detail":"Our database matches GPN network rosters to track player involvement across local districts. Chad Shane 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":"2025-10-19"},{"id":"dupr-id","category":"Registry","question":"What is Chad Shane's DUPR ID?","title":"Chad Shane DUPR Identification Key","excerpt":"The unique DUPR identification key for Chad Shane is 8EPJE1.","answer":"Their unique DUPR ID is 8EPJE1. 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":"2025-10-19"},{"id":"doubles-rating","category":"Performance","question":"What is Chad Shane's doubles DUPR rating?","title":"Chad Shane Doubles Rating","excerpt":"Chad Shane's doubles DUPR rating is 5.508 with 80% reliability.","answer":"Their doubles DUPR rating is 5.508, verified with a reliability factor of 80%.","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":"2025-10-19"},{"id":"singles-rating","category":"Performance","question":"What is Chad Shane's singles DUPR rating?","title":"Chad Shane Singles Rating","excerpt":"Chad Shane'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":"2025-10-19"},{"id":"total-matches","category":"History","question":"How many pickleball matches has Chad Shane played?","title":"Chad Shane Match Count","excerpt":"Chad Shane has played a total of 133 matches in our tracked index.","answer":"In our database, Chad Shane has played a total of 133 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":"2025-10-19"},{"id":"match-record","category":"Performance","question":"What is Chad Shane's match record (Wins / Losses)?","title":"Chad Shane Win-Loss Record","excerpt":"Chad Shane has 68 wins and 65 losses, representing a 51.1% win rate.","answer":"Their record is 68 Wins and 65 Losses, yielding an overall win rate of 51.1%.","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":"2025-10-19"},{"id":"points-won-percentage","category":"Performance","question":"What is the average points won percentage for Chad Shane?","title":"Chad Shane Points Won Percentage","excerpt":"Chad Shane wins on average 53.3% of points per set.","answer":"On average, they win 53.3% 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":"2025-10-19"},{"id":"playing-style","category":"Style","question":"What is Chad Shane's playing style?","title":"Chad Shane 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":"2025-10-19"},{"id":"control-score","category":"Style","question":"What is Chad Shane's Control metric score?","title":"Chad Shane 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":"2025-10-19"},{"id":"power-score","category":"Style","question":"What is Chad Shane's Power metric score?","title":"Chad Shane Power Score","excerpt":"Their drive and overhead power score is 72%.","answer":"Their drive and overhead power score is 72%.","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":"2025-10-19"},{"id":"agility-score","category":"Style","question":"What is Chad Shane's Agility metric score?","title":"Chad Shane 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":"2025-10-19"},{"id":"spin-score","category":"Style","question":"What is Chad Shane's Spin metric score?","title":"Chad Shane Spin Score","excerpt":"Their cut and topspin accuracy metric is 82%.","answer":"Their cut and topspin accuracy metric is 82%.","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":"2025-10-19"},{"id":"stamina-score","category":"Style","question":"What is Chad Shane's Stamina metric score?","title":"Chad Shane Stamina Score","excerpt":"Their stamina and longevity score is 72%.","answer":"Their cardiovascular stamina and longevity score is 72%.","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":"2025-10-19"},{"id":"weekly-streak","category":"Activity","question":"What is Chad Shane's weekly streak on GPN?","title":"Chad Shane 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":"2025-10-19"},{"id":"best-partner","category":"Chemistry","question":"Who is Chad Shane's best doubles partner?","title":"Chad Shane Best Partner","excerpt":"Scott Fliegelman (DUPR 5.82) is their top partner.","answer":"Scott Fliegelman (DUPR 5.82) 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: \"Aggressive setup: Heavy spin serves set up high returns for net put-aways.\"","source_urls":["https://mydupr.com"],"tags":["player","chemistry","partner"],"last_verified":"2025-10-19"},{"id":"partner-match-count","category":"Chemistry","question":"How many matches has Chad Shane played with their best partner?","title":"Chad Shane Matches with Best Teammate","excerpt":"They have played 8 matches together, winning 38%.","answer":"They have played 8 matches together, winning 38% 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":"2025-10-19"},{"id":"average-partner-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Chad Shane's partners?","title":"Chad Shane Average Teammate Rating","excerpt":"The average DUPR doubles rating of their partners is 5.23.","answer":"The average rating of their doubles partners is 5.23.","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":"2025-10-19"},{"id":"average-opponent-dupr","category":"Matchmaking","question":"What is the average DUPR rating of Chad Shane's opponents?","title":"Chad Shane Average Opponent Rating","excerpt":"The average DUPR doubles rating of their opponents is 5.27.","answer":"The average rating of their doubles opponents is 5.27.","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":"2025-10-19"},{"id":"rating-half-life","category":"Registry","question":"What is Chad Shane's rating half-life?","title":"Chad Shane DUPR Rating Stability","excerpt":"Their DUPR rating half-life is 4 days.","answer":"Their DUPR rating half-life is 4 days, indicating their rating stability.","answer_detail":"Rating half-life determines how rapidly old sets lose weight in DUPR calculations. Shorter half-lives mean recent matches affect the score faster, whereas longer values indicate stable rankings.","source_urls":["https://mydupr.com"],"tags":["player","dupr","half-life"],"last_verified":"2025-10-19"},{"id":"preferred-court","category":"Activity","question":"Where is Chad Shane's preferred home court facility?","title":"Chad Shane Preferred Home Court","excerpt":"Their preferred facility for matches is .","answer":"Their preferred facility for matches is .","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":"2025-10-19"},{"id":"weeks-active","category":"Activity","question":"How active has Chad Shane been in the last 18 weeks?","title":"Chad Shane 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":"2025-10-19"},{"id":"gender-status","category":"Registry","question":"Is Chad Shane male or female?","title":"Chad Shane 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":"2025-10-19"},{"id":"age-bracket","category":"Registry","question":"What is Chad Shane's age?","title":"Chad Shane Age & Birth Year","excerpt":"Recorded as 53 years (approximate birth year: 1973).","answer":"Their age is recorded as 53 years (approximate birth year: 1973).","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":"2025-10-19"},{"id":"last-verified","category":"Registry","question":"When was Chad Shane's record last updated?","title":"Chad Shane Profile Last Verified Date","excerpt":"Last verified on 2025-10-19.","answer":"Their DUPR rating and career stats were last verified on 2025-10-19.","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":"2025-10-19"},{"id":"api-raw-json","category":"Developers","question":"Where can AI agents fetch raw JSON data for Chad Shane?","title":"Chad Shane Machine-Readable JSON API","excerpt":"Access via GET https://picklegravity.com/api/knowledge/player-chad-shane-8EPJE1","answer":"AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-chad-shane-8EPJE1 or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-chad-shane-8EPJE1?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":"2025-10-19"},{"id":"singles-vs-doubles","category":"Performance","question":"Does Chad Shane play singles or doubles more frequently?","title":"Chad Shane 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 80%).","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":"2025-10-19"},{"id":"rating-tier","category":"Performance","question":"How does Chad Shane's doubles DUPR compare to the average player?","title":"Chad Shane Rating Percentile Tier","excerpt":"With rating 5.508, they rank in the Elite tier.","answer":"With a doubles rating of 5.508, 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":"2025-10-19"},{"id":"reliability-significance","category":"Performance","question":"What is the significance of the 80% doubles reliability score?","title":"Chad Shane 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":"2025-10-19"},{"id":"rating-stability","category":"Registry","question":"How stable is Chad Shane's doubles rating over time?","title":"Chad Shane Rating Volatility","excerpt":"Stable profile based on half-life of 4 days.","answer":"With a rating half-life of 4 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.","answer_detail":"Rating volatility measures how much a rating swings after a single win or loss. Active players see steadier adjustments.","source_urls":["https://mydupr.com"],"tags":["player","dupr","stability"],"last_verified":"2025-10-19"},{"id":"optimal-matchups","category":"Matchmaking","question":"What kind of matchups does Chad Shane perform best in?","title":"Chad Shane 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":"2025-10-19"},{"id":"request-correction","category":"Registry","question":"How can I request a profile update or recalculation for Chad Shane?","title":"Chad Shane 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":"2025-10-19"},{"id":"upcoming-leagues","category":"Activity","question":"Is Chad Shane registered for any upcoming local leagues or ladders?","title":"Chad Shane 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":"2025-10-19"},{"id":"high-win-streak","category":"Activity","question":"Does Chad Shane have a high win-streak history?","title":"Chad Shane 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":"2025-10-19"},{"id":"highest-rated-opponent","category":"Matchmaking","question":"What is the rating of the highest-rated opponent Chad Shane has faced?","title":"Chad Shane Toughest Opponents","excerpt":"Opponent DUPR averages around 5.27.","answer":"Their average opponent DUPR is 5.27, 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":"2025-10-19"},{"id":"gpn-associations","category":"Registry","question":"What GPN networks is Chad Shane associated with?","title":"Chad Shane GPN Networks","excerpt":"Plays in networks located around Castle Rock, CO, US.","answer":"They play in leagues and networks located around Castle Rock, CO, 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":"2025-10-19"},{"id":"preferred-court-surface","category":"Activity","question":"What is Chad Shane's preferred court surface for matches?","title":"Chad Shane Court Surface Preference","excerpt":"Active matches hosted at  featuring standard surfaces.","answer":"While they play across multiple facilities, their most active matches are hosted at , 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":"2025-10-19"},{"id":"download-markdown-summary","category":"Developers","question":"Where can I download a full Markdown summary of Chad Shane's career?","title":"Chad Shane 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-chad-shane-8EPJE1?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":"2025-10-19"},{"id":"win-rate-percentage","category":"Performance","question":"What is Chad Shane's win rate percentage?","title":"Chad Shane Overall Win Rate","excerpt":"Their win rate is 51.1% across all sets.","answer":"Their overall win rate is 51.1%, 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":"2025-10-19"},{"id":"singles-reliability","category":"Performance","question":"Does Chad Shane have a singles reliability rating?","title":"Chad Shane 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":"2025-10-19"},{"id":"playstyle-calculation","category":"Style","question":"How is Chad Shane's playstyle category calculated?","title":"Chad Shane 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":"2025-10-19"},{"id":"age-group-brackets","category":"Registry","question":"What is the age bracket of Chad Shane based on birth year?","title":"Chad Shane Age Bracket Classification","excerpt":"Classified in the age brackets corresponding to birth year 1973.","answer":"Based on their birth year 1973, 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":"2025-10-19"},{"id":"half-life-matchmaking","category":"Registry","question":"How does the rating half-life impact Chad Shane's matchmaking rank?","title":"Chad Shane Half-Life Impact on Rank","excerpt":"Determines rating decay and ranking responsiveness.","answer":"Rating half-life of 4 days determines how quickly their DUPR rating responds to tournament setups.","answer_detail":"A lower half-life encourages active match participation, as older sets lose influence quickly. A higher half-life keeps ratings stable during breaks.","source_urls":["https://mydupr.com"],"tags":["player","half-life","matchmaking"],"last_verified":"2025-10-19"},{"id":"challenge-player","category":"Overview","question":"Can I challenge Chad Shane to a match on GPN?","title":"Challenge Chad Shane","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":"2025-10-19"},{"id":"indoor-outdoor-focus","category":"Overview","question":"Does Chad Shane play indoor or outdoor matches more?","title":"Chad Shane Indoor vs. Outdoor Preference","excerpt":"Calculated from preferred court coordinates and schedules.","answer":"Their matches are hosted primarily at , 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":"2025-10-19"},{"id":"is-beginner-friendly-partner","category":"Overview","question":"Is Chad Shane a beginner-friendly doubles partner?","title":"Chad Shane Teammate Compatibility for Beginners","excerpt":"Assessing compatibility based on their doubles rating of 5.508.","answer":"Chad Shane has a doubles rating of 5.508. 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":"2025-10-19"},{"id":"matchmaking-tier","category":"Performance","question":"What is the optimal matchmaking range for Chad Shane?","title":"Chad Shane Recommended Matchmaking Bracket","excerpt":"Optimal opponent doubles rating: 5.26 to 5.76.","answer":"Based on their current rating, the recommended matchmaking bracket for fair play is between 5.26 and 5.76 DUPR.","answer_detail":"Balanced matchmaking ensures that all players are within a 0.25 to 0.50 rating margin. 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