# Player Profile: Mandy  Sim (Rated Score: PZMKEE)
        
**Category:** Pickleball Player
**Verified:** 2026-03-31
**Canonical:** https://picklegravity.com/en/knowledge/player-mandy-sim-PZMKEE
**Authority:** https://picklegravity.com

## Performance Summary
- **Doubles Rating:** 2.228 (Reliability: 92%)
- **Singles Rating:** 3.319 (Reliability: 8%)
- **Career Record:** 48 Wins / 66 Losses (114 matches)
- **Win Ratio:** 42.1%
- **Average Points Won %:** 47.72%

## Advanced Metrics
- **Strength of Schedule (SoS):** 2.458 (Average opponent Rated Score)
- **Clutch Performance Index (CPI):** 0% (Win % in close matches)
- **Rated Score Points Gained (DPG):** -3.4 (Points vs expectations)
- **Home Club:** PickleballDiary

## Streaks & Playstyle
- **Weekly Play Streak:** Current: 0 weeks | Max: 1 weeks
- **Preferred Playstyle:** Tactical Baseline Driver
  *Description: A patient, tactical player who focuses on deep baseline drives and calculated court placement to draw opponent errors.*
- **Physical Metrics:**
  - Control: 91%
  - Power: 71%
  - Agility: 71%
  - Spin: 71%
  - Stamina: 71%

## Favorite Court & Chemistry
- **Preferred Court:** 91 Sports Arena (CPS Subang & 91 Pickleball)
- **Best Partner Chemistry:** Loo Kean Weng (Rated Score 3.03)
  - Matches Played: 3
  - Chemistry Win Rate: 33%

## Dedication Matrix (Last 18 Weeks)
- **Total Matches Played:** 53
- **Active Days:** 37

## Rating Trajectory
| Match | Date | Rating | Event | Outcome |
|---|---|---|---|---|
| Match 1 | 2025-06-13 | 2.161 | Initial Progression Point | N/A |
| Match 2 | 2025-06-28 | 2.180 | Initial Progression Point | N/A |
| Match 3 | 2025-07-13 | 2.185 | Initial Progression Point | N/A |
| Match 4 | 2025-07-28 | 2.187 | Initial Progression Point | N/A |
| Match 5 | 2025-08-12 | 2.203 | Initial Progression Point | N/A |
| Match 6 | 2025-08-27 | 2.224 | Initial Progression Point | N/A |
| Match 7 | 2025-09-11 | 2.245 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Loss |
| Match 8 | 2025-09-11 | 2.249 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Win |
| Match 9 | 2025-09-11 | 2.234 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Win |
| Match 10 | 2025-09-11 | 2.232 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Loss |
| Match 11 | 2025-09-11 | 2.234 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Loss |
| Match 12 | 2025-09-11 | 2.237 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Win |
| Match 13 | 2025-09-11 | 2.235 | 🙂💥RM22💟DUPR Game (Thu 10am) 🌟 All Levels (Grouped by rankings) | Loss |
| Match 14 | 2025-09-12 | 2.226 | RM18 Friday Morning LADIES DUPR with APT 🏆 | Loss |
| Match 15 | 2025-09-12 | 2.243 | RM18 Friday Morning LADIES DUPR with APT 🏆 | Win |
| Match 16 | 2025-09-12 | 2.244 | RM18 Friday Morning LADIES DUPR with APT 🏆 | Loss |
| Match 17 | 2025-09-12 | 2.257 | RM18 Friday Morning LADIES DUPR with APT 🏆 | Win |
| Match 18 | 2025-10-12 | 2.270 | Round Robin Mixed Doubles (DUPR TRUPR vs PICKLEBOTS) 121025 | Win |
| Match 19 | 2025-10-12 | 2.255 | Round Robin Mixed Doubles (DUPR TRUPR vs PICKLEBOTS) 121025 | Loss |
| Match 20 | 2025-10-12 | 2.251 | Round Robin Mixed Doubles (DUPR TRUPR vs PICKLEBOTS) 121025 | Loss |
| Match 21 | 2026-03-31 | 2.228 | [HPA Wed 7am] Intermediate 🏆♾️ WINNER STAY & SPLIT | FREE PADDLE GIVEAWAY x ARRONAXMY | Loss |
| Match 22 | 2026-03-31 | 2.254 | [HPA Wed 7am] Intermediate 🏆♾️ WINNER STAY & SPLIT | FREE PADDLE GIVEAWAY x ARRONAXMY | Win |
| Match 23 | 2026-03-31 | 2.243 | [HPA Wed 7am] Intermediate 🏆♾️ WINNER STAY & SPLIT | FREE PADDLE GIVEAWAY x ARRONAXMY | Loss |
| Match 24 | 2026-03-31 | 2.261 | [HPA Wed 7am] Intermediate 🏆♾️ WINNER STAY & SPLIT | FREE PADDLE GIVEAWAY x ARRONAXMY | Win |
| Match 25 | 2026-03-31 | 2.264 | [HPA Wed 7am] Intermediate 🏆♾️ WINNER STAY & SPLIT | FREE PADDLE GIVEAWAY x ARRONAXMY | Loss |

## Upcoming Pairings
- **Saturday, June 20, 2026 at 10:00 AM** at Rouge Woods Community Centre (Status: Scheduled, Event: League Ladder) vs Juan Gomez (Rated Score: 4.88)
- **Tuesday, June 23, 2026 at 6:30 PM** at L'Amoreaux Tennis Centre (Status: Pending Confirmation, Event: Practice Match) vs Garrison Eaby (Rated Score: 5.74)