V. Mary Rivas W
womens 16–20 · mixed 23–30
+1.5 (+0.1…+2.9)
pts vs avg pairing (90% interval)
#154
of 204 active women (within gender only)
39–50
career record · 44% wins, 48% of points
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 · +0.4 pts (90% band -2.2 to +2.3) 2024-02 · +0.4 pts (90% band -2.1 to +2.3) 2024-03 · +0.4 pts (90% band -2.0 to +2.3) 2024-04 · +0.5 pts (90% band -2.0 to +2.3) 2024-05 · +0.5 pts (90% band -1.9 to +2.3) 2024-06 · +0.6 pts (90% band -1.7 to +2.3) 2024-07 · +0.6 pts (90% band -1.7 to +2.4) 2024-08 · +0.7 pts (90% band -1.6 to +2.4) 2024-09 · +0.7 pts (90% band -1.6 to +2.5) 2024-10 · +0.7 pts (90% band -1.5 to +2.5) 2024-11 · +0.8 pts (90% band -1.5 to +2.5) 2024-12 · +0.8 pts (90% band -1.4 to +2.5) 2025-01 · +0.8 pts (90% band -1.4 to +2.6) 2025-02 · +0.9 pts (90% band -1.3 to +2.6) 2025-03 · +0.9 pts (90% band -1.2 to +2.6) 2025-04 · +0.9 pts (90% band -1.1 to +2.6) 2025-05 · +1.0 pts (90% band -1.0 to +2.6) 2025-06 · +1.0 pts (90% band -0.9 to +2.6) 2025-07 · +1.0 pts (90% band -0.8 to +2.6) 2025-08 · +1.1 pts (90% band -0.7 to +2.6) 2025-09 · +1.1 pts (90% band -0.6 to +2.6) 2025-10 · +1.2 pts (90% band -0.5 to +2.6) 2025-11 · +1.2 pts (90% band -0.4 to +2.6) 2025-12 · +1.2 pts (90% band -0.4 to +2.6) 2026-01 · +1.3 pts (90% band -0.3 to +2.6) 2026-02 · +1.3 pts (90% band -0.2 to +2.7) 2026-03 · +1.3 pts (90% band -0.1 to +2.6) 2026-04 · +1.3 pts (90% band -0.0 to +2.6) 2026-05 · +1.3 pts (90% band +0.0 to +2.6) 2026-06 · +1.4 pts (90% band +0.1 to +2.7) 2026-07 · +1.4 pts (90% band +0.1 to +2.7) 2026-08 · +1.5 pts (90% band +0.2 to +2.7) 2026-09 · +1.5 pts (90% band +0.2 to +2.8) 2026-10 · +1.5 pts (90% band +0.1 to +2.9) -2 +0 +2 2024 2025 2026 pts 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).
2024-03-08 PPA · 11-8 · vs Fagan/Sanchez · w/ Kyle Goodburn · model expected 38% of points 2024-03-08 PPA · 3-11 · vs Fagan/Sanchez · w/ Kyle Goodburn · model expected 38% of points 2024-03-08 PPA · 2-11 · vs Fagan/Sanchez · w/ Kyle Goodburn · model expected 38% of points 2024-03-08 PPA · 6-15 · vs Lantz/Nelson · w/ Kyle Goodburn · model expected 52% of points 2024-03-08 PPA · 16-14 (OT) · vs Gomez/Donkena · w/ Kyle Goodburn · model expected 49% of points 2024-04-10 PPA · 11-9 · vs Toole/Gonnering · w/ Brett Finan · model expected 52% of points 2024-04-10 PPA · 4-11 · vs Toole/Gonnering · w/ Brett Finan · model expected 52% of points 2024-04-10 PPA · 11-8 · vs Toole/Gonnering · w/ Brett Finan · model expected 52% of points 2024-04-10 PPA · 1-11 · vs Loyd/Maddox · w/ Brett Finan · model expected 27% of points 2024-04-10 PPA · 7-11 · vs Loyd/Maddox · w/ Brett Finan · model expected 27% of points 2024-04-24 PPA · 11-13 (OT) · vs Klaassen/Perez · w/ Willy De Vilchez · model expected 47% of points 2024-04-24 PPA · 11-4 · vs Klaassen/Perez · w/ Willy De Vilchez · model expected 47% of points 2024-04-24 PPA · 3-11 · vs Klaassen/Perez · w/ Willy De Vilchez · model expected 47% of points 2024-08-10 PPA · 11-5 · vs Parnell/Kutz · w/ Susie Epp · model expected 59% of points 2024-08-10 PPA · 11-9 · vs Parnell/Kutz · w/ Susie Epp · model expected 59% of points 2024-08-10 PPA · 1-11 · vs Imparato/Ascarate · w/ Susie Epp · model expected 27% of points 2024-08-10 PPA · 7-11 · vs Imparato/Ascarate · w/ Susie Epp · model expected 27% of points 2025-09-06 PPA · 3-11 · vs Ferguson/Jareonvongrayab · w/ Cassie Aiello · model expected 41% of points 2025-09-06 PPA · 11-3 · vs Cox/Hornigold · w/ Cassie Aiello · model expected 49% of points 2025-09-06 PPA · 3-11 · vs Cox/Hornigold · w/ Cassie Aiello · model expected 49% of points 2025-09-06 PPA · 11-13 (OT) · vs Cox/Hornigold · w/ Cassie Aiello · model expected 49% of points 2025-09-07 PPA · 16-14 (OT) · vs Monson/Bricker · w/ Jonah Matos · model expected 44% of points 2025-09-07 PPA · 5-15 · vs Truluck/Benitez · w/ Jonah Matos · model expected 23% of points 2025-09-07 PPA · 5-11 · vs Minniefield/Kim · w/ Jonah Matos · model expected 39% of points 2025-10-20 PPA · 11-3 · vs Tsao/Shima · w/ Kyle Goodburn · model expected 62% of points 2025-10-20 PPA · 12-10 (OT) · vs Tsao/Shima · w/ Kyle Goodburn · model expected 62% of points 2025-10-20 PPA · 10-12 (OT) · vs Mason/McCartney · w/ Kyle Goodburn · model expected 57% of points 2025-10-20 PPA · 11-9 · vs Mason/McCartney · w/ Kyle Goodburn · model expected 57% of points 2025-10-20 PPA · 9-11 · vs Mason/McCartney · w/ Kyle Goodburn · model expected 57% of points 2025-10-21 PPA · 11-1 · vs Ansboury/Burrows · w/ Kyle Goodburn · model expected 40% of points 2025-10-21 PPA · 5-11 · vs Ansboury/Burrows · w/ Kyle Goodburn · model expected 40% of points 2025-10-21 PPA · 4-11 · vs Ansboury/Burrows · w/ Kyle Goodburn · model expected 40% of points 2025-11-03 PPA · 11-8 · vs Azhar/Hazawa · w/ Pei-Yu Lai · model expected 59% of points 2025-11-03 PPA · 11-7 · vs Azhar/Hazawa · w/ Pei-Yu Lai · model expected 59% of points 2025-11-03 PPA · 7-11 · vs Sawaki/Fujiwara · w/ Pei-Yu Lai · model expected 41% of points 2025-11-03 PPA · 2-11 · vs Sawaki/Fujiwara · w/ Pei-Yu Lai · model expected 41% of points 2025-11-03 PPA · 11-6 · vs Alto/Bukina · w/ Willy De Vilchez · model expected 60% of points 2025-11-03 PPA · 11-2 · vs Alto/Bukina · w/ Willy De Vilchez · model expected 60% of points 2025-11-03 PPA · 7-11 · vs Conard/Bricker · w/ Willy De Vilchez · model expected 42% of points 2025-11-03 PPA · 11-3 · vs Conard/Bricker · w/ Willy De Vilchez · model expected 42% of points 2025-11-03 PPA · 5-11 · vs Conard/Bricker · w/ Willy De Vilchez · model expected 42% of points 2026-05-02 PPA · 9-11 · vs Goodnow/Hendershot · w/ Nina Rhoades · model expected 31% of points 2026-05-02 PPA · 3-11 · vs Goodnow/Hendershot · w/ Nina Rhoades · model expected 31% of points 2026-05-02 PPA · 15-9 · vs Hart/Goodwin · w/ Nina Rhoades · model expected 60% of points 2026-05-02 PPA · 9-15 · vs Boydston/Wynne · w/ Nina Rhoades · model expected 38% of points 2026-05-03 PPA · 15-8 · vs Sorem/Suard · w/ Mike Radermacher · model expected 66% of points 2026-05-03 PPA · 18-16 (OT) · vs Weber/Rhoades · w/ Mike Radermacher · model expected 59% of points 2026-05-03 PPA · 9-11 · vs Duffin/Boydston · w/ Mike Radermacher · model expected 42% of points 2026-05-03 PPA · 3-11 · vs Duffin/Boydston · w/ Mike Radermacher · model expected 42% of points 2026-05-03 PPA · 15-17 (OT) · vs Gonnering/Voelker · w/ Mike Radermacher · model expected 55% of points 2026-05-31 PPA · 12-15 · vs Osher/Byun · w/ Alex Lantz · model expected 37% of points 2026-05-31 PPA · 11-7 · vs Soto/Morris · w/ Alex Lantz · model expected 49% of points 2026-05-31 PPA · 7-11 · vs Soto/Morris · w/ Alex Lantz · model expected 49% of points 2026-05-31 PPA · 6-11 · vs Soto/Morris · w/ Alex Lantz · model expected 49% of points 2026-08-01 PPA · 15-10 · vs Sacca/Simson · w/ Nina Rhoades · model expected 50% of points 2026-08-01 PPA · 3-15 · vs Stanciu/Beck · w/ Nina Rhoades · model expected 50% of points 2026-08-01 PPA · 15-13 · vs Wilson/Wynne · w/ Nina Rhoades · model expected 52% of points 2026-08-01 PPA · 11-3 · vs Niemann/Morgan · w/ Nina Rhoades · model expected 76% of points 2026-08-01 PPA · 11-1 · vs Niemann/Morgan · w/ Nina Rhoades · model expected 76% of points 2026-08-01 PPA · 7-11 · vs Osher/Newman · w/ Nina Rhoades · model expected 35% of points 2026-08-01 PPA · 8-11 · vs Osher/Newman · w/ Nina Rhoades · model expected 35% of points 2026-08-02 PPA · 11-15 · vs Chi/S · w/ Tommy Labat · model expected 50% of points 2026-08-02 PPA · 15-9 · vs Rhoades/Radermacher · w/ Tommy Labat · model expected 55% of points 2026-08-02 PPA · 11-0 · vs Lemke/Tacheny · w/ Tommy Labat · model expected 60% of points 2026-08-02 PPA · 5-11 · vs Lemke/Tacheny · w/ Tommy Labat · model expected 60% of points 2026-08-02 PPA · 6-11 · vs Lemke/Tacheny · w/ Tommy Labat · model expected 60% of points 2026-08-02 PPA · 15-13 · vs Herminas/Warren · w/ Tommy Labat · model expected 56% of points 2026-08-02 PPA · 15-7 · vs Mabie/Liyanage · w/ Tommy Labat · model expected 51% of points 2026-08-29 PPA · 15-10 · vs Ferguson/Carlon · w/ Chantal Mabie · model expected 53% of points 2026-08-29 PPA · 7-11 · vs Griffith/Ulery · w/ Chantal Mabie · model expected 48% of points 2026-08-29 PPA · 9-11 · vs Griffith/Ulery · w/ Chantal Mabie · model expected 48% of points 2026-08-29 PPA · 15-0 · vs Suiugan/Rudd · w/ Chantal Mabie · model expected 74% of points 2026-08-29 PPA · 4-15 · vs Conard/Ruiz · w/ Chantal Mabie · model expected 37% of points 2026-08-30 PPA · 7-11 · vs Poland/Goodnow · w/ Matt Ngo · model expected 38% of points 2026-08-30 PPA · 0-11 · vs Poland/Goodnow · w/ Matt Ngo · model expected 38% of points 2026-09-26 PPA · 15-12 · vs Gordon/Barisano · w/ Chantal Mabie · model expected 56% of points 2026-09-26 PPA · 15-4 · vs Coyner/Nesbitt · w/ Chantal Mabie · model expected 58% of points 2026-09-26 PPA · 11-9 · vs Lenhart/Maguire · w/ Chantal Mabie · model expected 59% of points 2026-09-26 PPA · 7-11 · vs Lenhart/Maguire · w/ Chantal Mabie · model expected 59% of points 2026-09-26 PPA · 11-8 · vs Lenhart/Maguire · w/ Chantal Mabie · model expected 59% of points 2026-09-26 PPA · 13-15 · vs Pretorius/Rasmusen · w/ Chantal Mabie · model expected 39% of points 2026-09-26 PPA · 2-11 · vs Truluck/Klaassen · w/ Chantal Mabie · model expected 34% of points 2026-09-26 PPA · 3-11 · vs Truluck/Klaassen · w/ Chantal Mabie · model expected 34% of points 2026-09-27 PPA · 11-15 · vs Heerboth/Reichert · w/ Kyle Goodburn · model expected 27% of points 2026-09-27 PPA · 11-8 · vs Lavy/Barisano · w/ Kyle Goodburn · model expected 51% of points 2026-09-27 PPA · 11-7 · vs Lavy/Barisano · w/ Kyle Goodburn · model expected 51% of points 2026-09-27 PPA · 1-11 · vs Arnold/Imparato · w/ Kyle Goodburn · model expected 30% of points 2026-09-27 PPA · 4-11 · vs Arnold/Imparato · w/ Kyle Goodburn · model expected 30% of points 2026-09-27 PPA · 15-5 · vs Kim/Fahey · w/ Kyle Goodburn · model expected 57% of points 0% 25% 50% 75% 100% 2024 2025 2026 win loss model expectation share of points
Splits
year tour W–L
win% avg score 2024 PPA 7–10 41% 7.5–10.2 2025 PPA 11–13 46% 8.5–9.0 2026 PPA 21–27 44% 9.7–10.2
2–8
deciding games (PPA winner-take-all)
4–4
overtime games (past the target)
10
blowout wins (opponents ≤5)
+1
current streak (+W / −L)
Singles
-5.7 (-6.7…-4.3)
pts vs avg active women’s singles player (90%)
rated
19 pro singles games
5–14
singles record · last 2026-08
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 ).
partner games
W–L point share chem (pts)
Kyle Goodburn 19 9–10 47% +0.05 ±0.50 (noise) Chantal Mabie 13 6–7 50% +0.06 ±0.50 (noise) Nina Rhoades 11 5–6 49% +0.06 ±0.49 (noise) Willy De Vilchez 8 4–4 53% +0.09 ±0.50 (noise) Tommy Labat 7 4–3 54% +0.02 ±0.50 (noise) Brett Finan 5 2–3 40% -0.01 ±0.51 (noise) Mike Radermacher 5 2–3 49% -0.08 ±0.50 (noise) Susie Epp 4 2–2 45% +0.02 ±0.53 (noise) Cassie Aiello 4 1–3 42% -0.08 ±0.52 (noise) Pei-Yu Lai 4 2–2 46% -0.05 ±0.51 (noise) Alex Lantz 4 1–3 45% +0.02 ±0.50 (noise) Jonah Matos 3 1–2 39% +0.03 ±0.52 (noise)
Recent games
date tour partner
opponents score vs exp
2026-09-27 PPA · mixed Kyle Goodburn Kim/Fahey 15-5 +18% 2026-09-27 PPA · mixed Kyle Goodburn Arnold/Imparato 4-11 -3% 2026-09-27 PPA · mixed Kyle Goodburn Arnold/Imparato 1-11 -22% 2026-09-27 PPA · mixed Kyle Goodburn Lavy/Barisano 11-7 +10% 2026-09-27 PPA · mixed Kyle Goodburn Lavy/Barisano 11-8 +7% 2026-09-27 PPA · mixed Kyle Goodburn Heerboth/Reichert 11-15 +15% 2026-09-26 PPA · womens Chantal Mabie Truluck/Klaassen 3-11 -13% 2026-09-26 PPA · womens Chantal Mabie Truluck/Klaassen 2-11 -19% 2026-09-26 PPA · womens Chantal Mabie Pretorius/Rasmusen 13-15 +7% 2026-09-26 PPA · womens Chantal Mabie Lenhart/Maguire 11-8 -1% 2026-09-26 PPA · womens Chantal Mabie Lenhart/Maguire 7-11 -20% 2026-09-26 PPA · womens Chantal Mabie Lenhart/Maguire 11-9 -4%
Put V. in the simulator →
Unofficial fan analytics based on public results data —
not affiliated with any tour. Every number that has an error bar shows it;
cross-gender rankings are never published as fact (why ).
Model: Bayesian, 36k games, validated 77.4% winner accuracy on 884 unseen
games · data through 2026-10-14.