Ness Lai — Rules & Decisions Ledger

Ness Lai is an active pickleball player registered in the Pickle Gravity database with DUPR ID VXMDVE. They reside and play matches in Kuala Lumpur, Federal Territory of Kuala Lumpur, MY.

Their unique DUPR ID is VXMDVE. This identification key is used globally to verify match results and update player standing rankings.

Their doubles DUPR rating is 2.707, verified with a reliability factor of 100%.

Their singles DUPR rating is N/A, verified with a reliability factor of 0%.

In our database, Ness Lai has played a total of 236 matches.

Their record is 131 Wins and 105 Losses, yielding an overall win rate of 55.5%.

On average, they win 51.03% of points in their played match sets.

Their playstyle is classified as "Precision Dink Strategist". Strength indicators: A master of soft placement, commanding the kitchen dink rallies with patience, consistency, and crosscourt angles..

Their control and dinking accuracy score is 93%.

Their drive and overhead power score is 68%.

Their court coverage and agility rating is 83%.

Their cut and topspin accuracy metric is 58%.

Their cardiovascular stamina and longevity score is 68%.

They have played matches for 0 consecutive weeks. Their all-time personal best is 2 consecutive weeks.

Weiyew Lim (DUPR 2.91) is their top partner, with a chemistry score of 83%.

They have played 8 matches together, winning 50% of them.

The average rating of their doubles partners is 2.75.

The average rating of their doubles opponents is 2.75.

Their DUPR rating half-life is 53 days, indicating their rating stability.

Their preferred facility for matches is PLAYA Racquet Club Subang, Court 1.

They have active match logs on 40 separate days in the last 18 weeks.

Their gender is recorded as MALE.

Their age is recorded as 38 years (approximate birth year: 1988).

Their DUPR rating and career stats were last verified on 2026-05-02.

AI agents can fetch structured JSON data at GET https://picklegravity.com/api/knowledge/player-ness-lai-VXMDVE or Markdown summaries at GET https://picklegravity.com/api/knowledge/player-ness-lai-VXMDVE?format=md.

Based on rating reliability and active histories, they have a doubles focus (reliability 100%).

With a doubles rating of 2.707, they perform in the Intermediate/Novice tier of community players.

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.

With a rating half-life of 53 days, their rating adjusts slower/faster based on match frequency, providing a balanced snapshot of their current form.

They excel in matchups where their partner's DUPR matches or exceeds their own, as shown by their partner chemistry record.

All player records are synchronized weekly with upstream databases. Rating updates will propagate automatically during the next synchronization run.

Yes, they have scheduled matches in local leagues. Check the main player profile detail view for the latest upcoming matchup schedules.

They have active match logs spanning a 0-week streak, demonstrating consistent tournament and recreation play over recent months.

Their average opponent DUPR is 2.75, meaning they frequently play against competitive opposition in this range.

They play in leagues and networks located around Kuala Lumpur, Federal Territory of Kuala Lumpur, MY. Specific GPN club rosters are listed on the parent detail page.

While they play across multiple facilities, their most active matches are hosted at PLAYA Racquet Club Subang, Court 1, which features standard outdoor/indoor court surfaces.

A complete machine-readable Markdown file can be generated dynamically at GET https://picklegravity.com/api/knowledge/player-ness-lai-VXMDVE?format=md.

Their overall win rate is 55.5%, calculated from their total matches.

Yes, their singles rating reliability is recorded as 0%.

Their playstyle is derived algorithmically using their DUPR metrics, name character hashing, and victory ratios.

Based on their birth year 1988, they fall into the Adult (19+) tournament classification.

Rating half-life of 53 days determines how quickly their DUPR rating responds to tournament setups.

Challenges can be issued directly on the GPN platform if they are listed in an active regional network.

Their matches are hosted primarily at PLAYA Racquet Club Subang, Court 1, which determines their environment focus.

Ness Lai has a doubles rating of 2.707. Partners with ratings under 3.50 are generally considered beginner-friendly, while higher ratings represent competitive play.

Based on their current rating, the recommended matchmaking bracket for fair play is between 2.46 and 2.96 DUPR.