PICKLES

Xiao Yi Wang-Beckvall W

womens 45–25 · mixed 45–31

+4.8 (+3.7…+5.7)
pts vs avg pairing (90% interval)
#43
of 204 active women (within gender only)
90–56
career record · 62% wins, 55% of points
▲
6-month form

Skill trajectory

Monthly posterior value (converted to points vs an average pairing) with a 90% credible band. Flat months = little evidence, not zero games.

2024-01 · +2.7 pts (90% band +0.7 to +4.4)2024-02 · +2.7 pts (90% band +0.9 to +4.4)2024-03 · +2.8 pts (90% band +0.9 to +4.4)2024-04 · +2.8 pts (90% band +1.0 to +4.3)2024-05 · +2.8 pts (90% band +1.1 to +4.3)2024-06 · +2.8 pts (90% band +1.1 to +4.3)2024-07 · +2.9 pts (90% band +1.2 to +4.3)2024-08 · +2.9 pts (90% band +1.3 to +4.3)2024-09 · +3.0 pts (90% band +1.4 to +4.4)2024-10 · +3.1 pts (90% band +1.5 to +4.4)2024-11 · +3.1 pts (90% band +1.6 to +4.4)2024-12 · +3.2 pts (90% band +1.7 to +4.4)2025-01 · +3.2 pts (90% band +1.8 to +4.4)2025-02 · +3.3 pts (90% band +1.9 to +4.4)2025-03 · +3.3 pts (90% band +2.0 to +4.5)2025-04 · +3.4 pts (90% band +2.1 to +4.5)2025-05 · +3.4 pts (90% band +2.3 to +4.4)2025-06 · +3.5 pts (90% band +2.4 to +4.4)2025-07 · +3.5 pts (90% band +2.6 to +4.4)2025-08 · +3.5 pts (90% band +2.7 to +4.3)2025-09 · +3.6 pts (90% band +2.7 to +4.4)2025-10 · +3.7 pts (90% band +2.8 to +4.4)2025-11 · +3.8 pts (90% band +2.8 to +4.6)2025-12 · +3.8 pts (90% band +2.9 to +4.7)2026-01 · +4.0 pts (90% band +3.0 to +4.8)2026-02 · +4.1 pts (90% band +3.1 to +4.9)2026-03 · +4.2 pts (90% band +3.3 to +5.1)2026-04 · +4.3 pts (90% band +3.4 to +5.2)2026-05 · +4.5 pts (90% band +3.5 to +5.3)2026-06 · +4.6 pts (90% band +3.6 to +5.4)2026-07 · +4.7 pts (90% band +3.7 to +5.6)2026-08 · +4.8 pts (90% band +3.8 to +5.7)2026-09 · +4.8 pts (90% band +3.7 to +5.7)2026-10 · +4.8 pts (90% band +3.7 to +5.7)+2+4+6202420252026pts vs avg pairing

Game log vs expectation

Dots = share of points actually won in each game; line = what the model expected given both pairings that month (weakest-link included; descriptive, not a frozen forecast).

2024-06-24 PPA · 11-9 · vs Nguyen/Huynh · w/ Lucas Pascoe · model expected 52% of points2024-06-24 PPA · 8-11 · vs Nguyen/Huynh · w/ Lucas Pascoe · model expected 52% of points2024-06-24 PPA · 8-11 · vs Nguyen/Huynh · w/ Lucas Pascoe · model expected 52% of points2024-06-26 PPA · 11-9 · vs Boydston/Rasmusen · w/ Audrey Banada · model expected 61% of points2024-06-26 PPA · 11-5 · vs Boydston/Rasmusen · w/ Audrey Banada · model expected 61% of points2024-06-26 PPA · 2-11 · vs Todd/Black · w/ Audrey Banada · model expected 23% of points2024-06-26 PPA · 1-11 · vs Todd/Black · w/ Audrey Banada · model expected 23% of points2024-08-30 PPA · 6-11 · vs Wei/Truluck · w/ Selina Turulja · model expected 39% of points2024-08-30 PPA · 6-11 · vs Wei/Truluck · w/ Selina Turulja · model expected 39% of points2025-07-03 PPA · 11-3 · vs Patil/Thakare · w/ Kenta Miyoshi · model expected 60% of points2025-07-03 PPA · 11-4 · vs Patil/Thakare · w/ Kenta Miyoshi · model expected 60% of points2025-07-03 PPA · 11-9 · vs Lazaro/Lim · w/ Kenta Miyoshi · model expected 57% of points2025-07-03 PPA · 13-11 (OT) · vs Lazaro/Lim · w/ Kenta Miyoshi · model expected 57% of points2025-07-04 PPA · 11-6 · vs Grabovic/Hart · w/ Kenta Miyoshi · model expected 56% of points2025-07-04 PPA · 8-11 · vs Grabovic/Hart · w/ Kenta Miyoshi · model expected 56% of points2025-07-04 PPA · 8-11 · vs Grabovic/Hart · w/ Kenta Miyoshi · model expected 56% of points2025-07-05 PPA · 11-3 · vs Mehta/Huang · w/ Ting Chieh Wei · model expected 64% of points2025-07-05 PPA · 11-4 · vs Mehta/Huang · w/ Ting Chieh Wei · model expected 64% of points2025-07-05 PPA · 11-5 · vs Huynh/Lee · w/ Ting Chieh Wei · model expected 67% of points2025-07-05 PPA · 11-1 · vs Huynh/Lee · w/ Ting Chieh Wei · model expected 67% of points2025-07-06 PPA · 11-8 · vs Schoeman/Burr · w/ Ting Chieh Wei · model expected 58% of points2025-07-06 PPA · 11-5 · vs Schoeman/Burr · w/ Ting Chieh Wei · model expected 58% of points2025-07-06 PPA · 11-5 · vs Kwon/Long · w/ Ting Chieh Wei · model expected 55% of points2025-07-06 PPA · 10-12 (OT) · vs Kwon/Long · w/ Ting Chieh Wei · model expected 55% of points2025-07-06 PPA · 11-4 · vs Kwon/Long · w/ Ting Chieh Wei · model expected 55% of points2025-08-22 PPA · 5-11 · vs Wei/Wild · w/ Armaan Bhatia · model expected 44% of points2025-08-22 PPA · 12-10 (OT) · vs Wei/Wild · w/ Armaan Bhatia · model expected 44% of points2025-08-22 PPA · 12-10 (OT) · vs Wei/Wild · w/ Armaan Bhatia · model expected 44% of points2025-08-22 PPA · 12-10 (OT) · vs Huang/Grabovic · w/ Armaan Bhatia · model expected 60% of points2025-08-22 PPA · 8-11 · vs Huang/Grabovic · w/ Armaan Bhatia · model expected 60% of points2025-08-22 PPA · 11-5 · vs Huang/Grabovic · w/ Armaan Bhatia · model expected 60% of points2025-08-23 PPA · 9-11 · vs Lee/Trinh · w/ Armaan Bhatia · model expected 62% of points2025-08-23 PPA · 11-8 · vs Lee/Trinh · w/ Armaan Bhatia · model expected 62% of points2025-08-23 PPA · 7-11 · vs Lee/Trinh · w/ Armaan Bhatia · model expected 62% of points2025-08-23 PPA · 11-2 · vs X/Ozawa · w/ Yufei Long · model expected 82% of points2025-08-23 PPA · 11-1 · vs X/Ozawa · w/ Yufei Long · model expected 82% of points2025-08-23 PPA · 11-4 · vs Mehta/Ito · w/ Yufei Long · model expected 73% of points2025-08-23 PPA · 11-6 · vs Mehta/Ito · w/ Yufei Long · model expected 73% of points2025-08-24 PPA · 8-11 · vs Long/Kim · w/ Armaan Bhatia · model expected 48% of points2025-08-24 PPA · 9-11 · vs Long/Kim · w/ Armaan Bhatia · model expected 48% of points2025-08-24 PPA · 11-9 · vs Hsieh/Schoeman · w/ Yufei Long · model expected 52% of points2025-08-24 PPA · 11-7 · vs Hsieh/Schoeman · w/ Yufei Long · model expected 52% of points2025-08-24 PPA · 4-11 · vs Reek/Wei · w/ Yufei Long · model expected 42% of points2025-08-24 PPA · 3-11 · vs Reek/Wei · w/ Yufei Long · model expected 42% of points2025-08-26 PPA · 11-5 · vs Fukunaga/Chen-An · w/ Tama Shimabukuro · model expected 75% of points2025-08-26 PPA · 11-1 · vs Fukunaga/Chen-An · w/ Tama Shimabukuro · model expected 75% of points2025-08-26 PPA · 11-3 · vs Omori/Sugimoto · w/ Tama Shimabukuro · model expected 70% of points2025-08-26 PPA · 11-8 · vs Omori/Sugimoto · w/ Tama Shimabukuro · model expected 70% of points2025-08-26 PPA · 11-4 · vs Biakina/Graute · w/ Tama Shimabukuro · model expected 72% of points2025-08-26 PPA · 11-8 · vs Biakina/Graute · w/ Tama Shimabukuro · model expected 72% of points2025-08-28 PPA · 11-6 · vs Kao/Loong · w/ Tama Shimabukuro · model expected 52% of points2025-08-28 PPA · 6-11 · vs Kao/Loong · w/ Tama Shimabukuro · model expected 52% of points2025-08-28 PPA · 11-6 · vs Kao/Loong · w/ Tama Shimabukuro · model expected 52% of points2025-08-28 PPA · 11-1 · vs Hazawa/Ito · w/ Yu-Chieh Hsieh · model expected 77% of points2025-08-28 PPA · 11-0 · vs Hazawa/Ito · w/ Yu-Chieh Hsieh · model expected 77% of points2025-08-29 PPA · 3-11 · vs Wei/Yang · w/ Tama Shimabukuro · model expected 41% of points2025-08-29 PPA · 2-11 · vs Wei/Yang · w/ Tama Shimabukuro · model expected 41% of points2025-08-29 PPA · 11-4 · vs Yi/Wang · w/ Yu-Chieh Hsieh · model expected 63% of points2025-08-29 PPA · 11-6 · vs Yi/Wang · w/ Yu-Chieh Hsieh · model expected 63% of points2025-08-30 PPA · 3-11 · vs Townsend/Schoeman · w/ Yu-Chieh Hsieh · model expected 37% of points2025-08-30 PPA · 2-11 · vs Townsend/Schoeman · w/ Yu-Chieh Hsieh · model expected 37% of points2025-08-31 PPA · 3-11 · vs Kao/Jones · w/ Yu-Chieh Hsieh · model expected 46% of points2025-08-31 PPA · 8-11 · vs Kao/Jones · w/ Yu-Chieh Hsieh · model expected 46% of points2025-09-05 PPA · 11-1 · vs Schoeman/Pascoe · w/ Vanshik Kapadia · model expected 59% of points2025-09-05 PPA · 11-3 · vs Schoeman/Pascoe · w/ Vanshik Kapadia · model expected 59% of points2025-09-05 PPA · 11-1 · vs Hart/Wall · w/ Vanshik Kapadia · model expected 59% of points2025-09-05 PPA · 11-6 · vs Hart/Wall · w/ Vanshik Kapadia · model expected 59% of points2025-09-06 PPA · 11-6 · vs Haas/Mehta · w/ Vanshik Kapadia · model expected 49% of points2025-09-06 PPA · 7-11 · vs Haas/Mehta · w/ Vanshik Kapadia · model expected 49% of points2025-09-06 PPA · 6-11 · vs Haas/Mehta · w/ Vanshik Kapadia · model expected 49% of points2025-09-06 PPA · 11-2 · vs Lee/Huynh · w/ Lauren Mercado · model expected 58% of points2025-09-06 PPA · 11-6 · vs Lee/Huynh · w/ Lauren Mercado · model expected 58% of points2025-09-06 PPA · 9-11 · vs Huang/Hart · w/ Lauren Mercado · model expected 55% of points2025-09-06 PPA · 12-10 (OT) · vs Huang/Hart · w/ Lauren Mercado · model expected 55% of points2025-09-06 PPA · 11-4 · vs Huang/Hart · w/ Lauren Mercado · model expected 55% of points2025-09-07 PPA · 10-12 (OT) · vs Burr/Haas · w/ Lauren Mercado · model expected 47% of points2025-09-07 PPA · 11-4 · vs Burr/Haas · w/ Lauren Mercado · model expected 47% of points2025-09-07 PPA · 11-4 · vs Burr/Haas · w/ Lauren Mercado · model expected 47% of points2025-09-07 PPA · 3-11 · vs Truong/Dizon · w/ Lauren Mercado · model expected 29% of points2025-09-07 PPA · 0-11 · vs Truong/Dizon · w/ Lauren Mercado · model expected 29% of points2025-09-07 PPA · 11-3 · vs Truong/Truong · w/ Vanshik Kapadia · model expected 44% of points2025-09-07 PPA · 5-11 · vs Truong/Truong · w/ Vanshik Kapadia · model expected 44% of points2025-09-07 PPA · 4-11 · vs Truong/Truong · w/ Vanshik Kapadia · model expected 44% of points2025-09-25 PPA · 9-11 · vs Yoshitomi/Dennehy · w/ Yufei Long · model expected 54% of points2025-09-25 PPA · 1-11 · vs Yoshitomi/Dennehy · w/ Yufei Long · model expected 54% of points2025-09-25 PPA · 11-7 · vs Tauber/Dawson · w/ Vanshik Kapadia · model expected 53% of points2025-09-25 PPA · 4-11 · vs Tauber/Dawson · w/ Vanshik Kapadia · model expected 53% of points2025-09-25 PPA · 8-11 · vs Tauber/Dawson · w/ Vanshik Kapadia · model expected 53% of points2025-09-30 PPA · 11-1 · vs Linh/N · w/ Quan Do · model expected 80% of points2025-09-30 PPA · 11-2 · vs Linh/N · w/ Quan Do · model expected 80% of points2025-09-30 PPA · 9-11 · vs Hatakeyama/Sawaki · w/ Quan Do · model expected 70% of points2025-09-30 PPA · 11-6 · vs Hatakeyama/Sawaki · w/ Quan Do · model expected 70% of points2025-09-30 PPA · 11-4 · vs Hatakeyama/Sawaki · w/ Quan Do · model expected 70% of points2025-10-01 PPA · 11-8 · vs Lee/Lim · w/ Leah Tauber · model expected 66% of points2025-10-01 PPA · 11-1 · vs Lee/Lim · w/ Leah Tauber · model expected 66% of points2025-10-01 PPA · 11-7 · vs Lee/Wong · w/ Quan Do · model expected 57% of points2025-10-01 PPA · 11-6 · vs Lee/Wong · w/ Quan Do · model expected 57% of points2025-10-01 PPA · 2-11 · vs Reek/Oncins · w/ Quan Do · model expected 36% of points2025-10-01 PPA · 1-11 · vs Reek/Oncins · w/ Quan Do · model expected 36% of points2025-10-02 PPA · 2-11 · vs Wei/Truong · w/ Leah Tauber · model expected 36% of points2025-10-02 PPA · 7-11 · vs Wei/Truong · w/ Leah Tauber · model expected 36% of points2025-12-03 PPA · 5-11 · vs Huynh/Truong · w/ Lê Xuân Đức · model expected 50% of points2025-12-03 PPA · 9-11 · vs Huynh/Truong · w/ Lê Xuân Đức · model expected 50% of points2025-12-04 PPA · 6-11 · vs Dennehy/Long · w/ Albie Huang · model expected 35% of points2025-12-04 PPA · 3-11 · vs Dennehy/Long · w/ Albie Huang · model expected 35% of points2025-12-04 PPA · 11-7 · vs Lam/Ito · w/ Albie Huang · model expected 77% of points2025-12-04 PPA · 11-3 · vs Lam/Ito · w/ Albie Huang · model expected 77% of points2026-04-14 PPA · 3-11 · vs Johns/Huang · w/ Tama Shimabukuro · model expected 60% of points2026-04-14 PPA · 11-5 · vs Johns/Huang · w/ Tama Shimabukuro · model expected 60% of points2026-04-14 PPA · 13-11 (OT) · vs Johns/Huang · w/ Tama Shimabukuro · model expected 60% of points2026-04-15 PPA · 11-3 · vs Newman/Huang · w/ Kiora Kunimoto · model expected 59% of points2026-04-15 PPA · 11-9 · vs Newman/Huang · w/ Kiora Kunimoto · model expected 59% of points2026-04-15 PPA · 5-11 · vs Daescu/Todd · w/ Tama Shimabukuro · model expected 29% of points2026-04-15 PPA · 1-11 · vs Daescu/Todd · w/ Tama Shimabukuro · model expected 29% of points2026-04-16 PPA · 11-5 · vs Fahey/Schneemann · w/ Kiora Kunimoto · model expected 33% of points2026-04-16 PPA · 6-11 · vs Fahey/Schneemann · w/ Kiora Kunimoto · model expected 33% of points2026-04-16 PPA · 5-11 · vs Fahey/Schneemann · w/ Kiora Kunimoto · model expected 33% of points2026-04-28 PPA · 11-4 · vs Bouchard/Ampon · w/ Albie Huang · model expected 60% of points2026-04-28 PPA · 11-5 · vs Bouchard/Ampon · w/ Albie Huang · model expected 60% of points2026-04-28 PPA · 11-7 · vs Bouchard/Smith · w/ Luc Pham · model expected 61% of points2026-04-28 PPA · 16-14 (OT) · vs Bouchard/Smith · w/ Luc Pham · model expected 61% of points2026-04-28 PPA · 3-11 · vs Rohrabacher/Alshon · w/ Luc Pham · model expected 25% of points2026-04-28 PPA · 8-11 · vs Rohrabacher/Alshon · w/ Luc Pham · model expected 25% of points2026-04-29 PPA · 2-11 · vs Bright/Waters · w/ Albie Huang · model expected 10% of points2026-04-29 PPA · 0-11 · vs Bright/Waters · w/ Albie Huang · model expected 10% of points2026-08-15 PPA · 11-0 · vs Pastrana/Tobita · w/ Kiora Kunimoto · model expected 87% of points2026-08-15 PPA · 11-2 · vs Pastrana/Tobita · w/ Kiora Kunimoto · model expected 87% of points2026-08-15 PPA · 11-5 · vs Rasmusen/Toskova · w/ Kiora Kunimoto · model expected 72% of points2026-08-15 PPA · 11-3 · vs Rasmusen/Toskova · w/ Kiora Kunimoto · model expected 72% of points2026-08-15 PPA · 13-11 (OT) · vs Humberg/Goodnow · w/ Kiora Kunimoto · model expected 55% of points2026-08-15 PPA · 12-10 (OT) · vs Humberg/Goodnow · w/ Kiora Kunimoto · model expected 55% of points2026-08-15 PPA · 11-3 · vs Erokhina/Khan · w/ Kiora Kunimoto · model expected 65% of points2026-08-15 PPA · 11-3 · vs Erokhina/Khan · w/ Kiora Kunimoto · model expected 65% of points2026-08-15 PPA · 11-3 · vs Igleski/Newman · w/ Kiora Kunimoto · model expected 62% of points2026-08-15 PPA · 11-4 · vs Igleski/Newman · w/ Kiora Kunimoto · model expected 62% of points2026-08-16 PPA · 11-4 · vs Wade/Klokotzky · w/ Luc Pham · model expected 62% of points2026-08-16 PPA · 11-5 · vs Wade/Klokotzky · w/ Luc Pham · model expected 62% of points2026-08-16 PPA · 11-4 · vs Schupp/Kunimoto · w/ Luc Pham · model expected 40% of points2026-08-16 PPA · 11-6 · vs Schupp/Kunimoto · w/ Luc Pham · model expected 40% of points2026-08-16 PPA · 11-8 · vs Faletto/Trevino · w/ Luc Pham · model expected 40% of points2026-08-16 PPA · 10-12 (OT) · vs Faletto/Trevino · w/ Luc Pham · model expected 40% of points2026-08-16 PPA · 8-11 · vs Faletto/Trevino · w/ Luc Pham · model expected 40% of points2026-08-16 PPA · 11-2 · vs Dubas/Fakidis · w/ Luc Pham · model expected 79% of points2026-08-16 PPA · 11-0 · vs Dubas/Fakidis · w/ Luc Pham · model expected 79% of points2026-08-16 PPA · 12-10 (OT) · vs Ampon/Stanchev · w/ Luc Pham · model expected 62% of points2026-08-16 PPA · 11-5 · vs Ampon/Stanchev · w/ Luc Pham · model expected 62% of points0%25%50%75%100%202420252026winlossmodel expectationshare of points

Splits

yeartourW–L win%avg score
2024PPA3–633%7.1–9.9
2025PPA59–3960%8.9–7.4
2026PPA28–1172%9.5–7.0
8–8
deciding games (PPA winner-take-all)
10–3
overtime games (past the target)
53
blowout wins (opponents ≤5)
15
longest win streak
+4
current streak (+W / −L)

Singles

-0.2 (-3.7…+3.4)
pts vs avg active women’s singles player (90%)
rated
10 pro singles games
4–6
singles record · last 2025-07

Full singles ratings →

Partners

Chemistry = pair effect beyond the two players' values, in points per game; almost everything here is honest noise — no pair in the sport clears statistical significance (why).

partnergames W–Lpoint sharechem (pts)
Tama Shimabukuro1610–652%-0.22 ±0.49 (noise)
Kiora Kunimoto1513–265%+0.20 ±0.52 (noise)
Luc Pham1511–459%+0.21 ±0.51 (noise)
Vanshik Kapadia137–654%+0.11 ±0.50 (noise)
Armaan Bhatia115–649%-0.10 ±0.48 (noise)
Yufei Long106–453%-0.11 ±0.51 (noise)
Lauren Mercado106–454%+0.10 ±0.50 (noise)
Ting Chieh Wei98–168%+0.12 ±0.50 (noise)
Quan Do96–357%-0.09 ±0.52 (noise)
Yu-Chieh Hsieh84–452%+0.00 ±0.51 (noise)
Albie Huang84–447%-0.02 ±0.50 (noise)
Kenta Miyoshi75–257%+0.02 ±0.48 (noise)

Recent games

datetourpartner opponentsscorevs exp
2026-08-16PPA · mixedLuc PhamAmpon/Stanchev11-5+7%
2026-08-16PPA · mixedLuc PhamAmpon/Stanchev12-10 OT-8%
2026-08-16PPA · mixedLuc PhamDubas/Fakidis11-0+21%
2026-08-16PPA · mixedLuc PhamDubas/Fakidis11-2+6%
2026-08-16PPA · mixedLuc PhamFaletto/Trevino8-11+2%
2026-08-16PPA · mixedLuc PhamFaletto/Trevino10-12 OT+6%
2026-08-16PPA · mixedLuc PhamFaletto/Trevino11-8+18%
2026-08-16PPA · mixedLuc PhamSchupp/Kunimoto11-6+24%
2026-08-16PPA · mixedLuc PhamSchupp/Kunimoto11-4+33%
2026-08-16PPA · mixedLuc PhamWade/Klokotzky11-5+7%
2026-08-16PPA · mixedLuc PhamWade/Klokotzky11-4+12%
2026-08-15PPA · womensKiora KunimotoIgleski/Newman11-4+11%

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