Mary Monson W
womens 19–25 · mixed 19–26
+0.0 (-2.5…+1.7)
pts vs avg pairing (90% interval)
#182
of 204 active women (within gender only)
38–51
career record · 43% wins, 47% 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 -2.8 to +1.4) 2024-02 · -0.4 pts (90% band -2.7 to +1.3) 2024-03 · -0.4 pts (90% band -2.6 to +1.3) 2024-04 · -0.5 pts (90% band -2.6 to +1.2) 2024-05 · -0.5 pts (90% band -2.6 to +1.1) 2024-06 · -0.6 pts (90% band -2.6 to +1.1) 2024-07 · -0.5 pts (90% band -2.5 to +1.1) 2024-08 · -0.5 pts (90% band -2.5 to +1.1) 2024-09 · -0.5 pts (90% band -2.5 to +1.1) 2024-10 · -0.5 pts (90% band -2.5 to +1.1) 2024-11 · -0.5 pts (90% band -2.5 to +1.1) 2024-12 · -0.5 pts (90% band -2.4 to +1.1) 2025-01 · -0.5 pts (90% band -2.4 to +1.1) 2025-02 · -0.5 pts (90% band -2.4 to +1.1) 2025-03 · -0.5 pts (90% band -2.4 to +1.0) 2025-04 · -0.4 pts (90% band -2.3 to +1.0) 2025-05 · -0.4 pts (90% band -2.2 to +1.0) 2025-06 · -0.4 pts (90% band -2.1 to +0.9) 2025-07 · -0.3 pts (90% band -2.0 to +1.0) 2025-08 · -0.2 pts (90% band -1.8 to +1.1) 2025-09 · -0.0 pts (90% band -1.6 to +1.1) 2025-10 · -0.0 pts (90% band -1.6 to +1.1) 2025-11 · -0.0 pts (90% band -1.6 to +1.1) 2025-12 · +0.0 pts (90% band -1.6 to +1.1) 2026-01 · +0.0 pts (90% band -1.6 to +1.2) 2026-02 · +0.0 pts (90% band -1.7 to +1.2) 2026-03 · +0.0 pts (90% band -1.8 to +1.2) 2026-04 · -0.0 pts (90% band -1.8 to +1.3) 2026-05 · -0.0 pts (90% band -2.0 to +1.4) 2026-06 · +0.0 pts (90% band -2.1 to +1.4) 2026-07 · +0.0 pts (90% band -2.2 to +1.5) 2026-08 · +0.0 pts (90% band -2.3 to +1.6) 2026-09 · +0.0 pts (90% band -2.4 to +1.7) 2026-10 · +0.0 pts (90% band -2.5 to +1.7) -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).
2024-02-02 PPA · 8-15 · vs Payetta/Lum · w/ Chas Howard · model expected 38% of points 2024-02-02 PPA · 9-15 · vs James/Goldberg · w/ Chas Howard · model expected 34% of points 2024-02-02 PPA · 15-12 · vs Elliott/Larson · w/ Chas Howard · model expected 47% of points 2024-02-03 PPA · 5-11 · vs Phillips/Miles · w/ Deserea Dunn · model expected 30% of points 2024-02-03 PPA · 9-11 · vs Phillips/Miles · w/ Deserea Dunn · model expected 30% of points 2024-02-03 PPA · 4-15 · vs Raugust/Ash · w/ Deserea Dunn · model expected 31% of points 2024-06-05 PPA · 3-11 · vs Ness/Murphy · w/ Drake Palm · model expected 44% of points 2024-06-05 PPA · 11-6 · vs Ness/Murphy · w/ Drake Palm · model expected 44% of points 2024-06-05 PPA · 11-9 · vs Ness/Murphy · w/ Drake Palm · model expected 44% of points 2024-06-05 PPA · 1-11 · vs Castillo/Scarpa · w/ Drake Palm · model expected 27% of points 2024-06-05 PPA · 3-11 · vs Castillo/Scarpa · w/ Drake Palm · model expected 27% of points 2024-06-08 PPA · 11-4 · vs Wong/Boydston · w/ Carlota Trevino · model expected 58% of points 2024-06-08 PPA · 2-11 · vs Wong/Boydston · w/ Carlota Trevino · model expected 58% of points 2024-06-08 PPA · 9-11 · vs Wong/Boydston · w/ Carlota Trevino · model expected 58% of points 2024-08-21 PPA · 11-9 · vs Ferrer/Studnicki · w/ Zach Gonnering · model expected 38% of points 2024-08-21 PPA · 7-11 · vs Ferrer/Studnicki · w/ Zach Gonnering · model expected 38% of points 2024-08-21 PPA · 7-11 · vs Ferrer/Studnicki · w/ Zach Gonnering · model expected 38% of points 2024-08-24 PPA · 7-11 · vs Garza/Ingram · w/ Veronika Miroshnichenko · model expected 48% of points 2024-08-24 PPA · 4-11 · vs Garza/Ingram · w/ Veronika Miroshnichenko · model expected 48% of points 2024-08-24 PPA · 11-4 · vs McFarland/Fife · w/ Veronika Miroshnichenko · model expected 55% of points 2024-08-24 PPA · 11-6 · vs McFarland/Fife · w/ Veronika Miroshnichenko · model expected 55% of points 2025-05-31 PPA · 3-11 · vs Hee/Hatton · w/ Yolena Carlon · model expected 34% of points 2025-05-31 PPA · 2-11 · vs Hee/Hatton · w/ Yolena Carlon · model expected 34% of points 2025-05-31 PPA · 9-15 · vs Wynne/Ojeda · w/ Yolena Carlon · model expected 40% of points 2025-05-31 PPA · 10-12 (OT) · vs Jareonvongrayab/Wang · w/ Yolena Carlon · model expected 52% of points 2025-05-31 PPA · 11-6 · vs Jareonvongrayab/Wang · w/ Yolena Carlon · model expected 52% of points 2025-05-31 PPA · 11-5 · vs Jareonvongrayab/Wang · w/ Yolena Carlon · model expected 52% of points 2025-06-01 PPA · 17-15 (OT) · vs Phillips/Parry · w/ Kenny Ortega · model expected 59% of points 2025-06-01 PPA · 8-15 · vs Hendershot/Larson · w/ Kenny Ortega · model expected 47% of points 2025-06-01 PPA · 11-7 · vs McDonald/Calvert · w/ Kenny Ortega · model expected 58% of points 2025-06-01 PPA · 11-4 · vs McDonald/Calvert · w/ Kenny Ortega · model expected 58% of points 2025-06-01 PPA · 6-11 · vs Hee/Jones · w/ Kenny Ortega · model expected 46% of points 2025-06-01 PPA · 5-11 · vs Hee/Jones · w/ Kenny Ortega · model expected 46% of points 2025-09-06 PPA · 11-8 · vs Richardson/Perez · w/ Averee Beck · model expected 55% of points 2025-09-06 PPA · 11-0 · vs Liang/McPherson · w/ Averee Beck · model expected 49% of points 2025-09-06 PPA · 10-12 (OT) · vs Ignatowich/Ronney · w/ Averee Beck · model expected 45% of points 2025-09-06 PPA · 8-11 · vs Ignatowich/Ronney · w/ Averee Beck · model expected 45% of points 2025-09-06 PPA · 7-11 · vs Khan/Rives · w/ Averee Beck · model expected 34% of points 2025-09-06 PPA · 11-8 · vs Mulhern/Rodriguez · w/ Averee Beck · model expected 38% of points 2025-09-07 PPA · 14-16 (OT) · vs Rivas/Matos · w/ Austin Bricker · model expected 56% of points 2025-09-07 PPA · 11-6 · vs Brown/Mogle · w/ Austin Bricker · model expected 46% of points 2025-09-07 PPA · 5-11 · vs Mulhern/Vollbach · w/ Austin Bricker · model expected 43% of points 2025-09-07 PPA · 11-4 · vs Elliott/Frequelin · w/ Austin Bricker · model expected 61% of points 2025-10-20 PPA · 4-11 · vs Roderick/Mulenga · w/ Luc Pham · model expected 65% of points 2025-10-20 PPA · 11-2 · vs Roderick/Mulenga · w/ Luc Pham · model expected 65% of points 2025-10-20 PPA · 6-11 · vs Roderick/Mulenga · w/ Luc Pham · model expected 65% of points 2025-10-20 PPA · 12-10 (OT) · vs Thomas/Roy · w/ Luc Pham · model expected 66% of points 2025-10-20 PPA · 10-12 (OT) · vs Thomas/Roy · w/ Luc Pham · model expected 66% of points 2025-10-20 PPA · 11-8 · vs Thomas/Roy · w/ Luc Pham · model expected 66% of points 2025-10-20 PPA · 11-8 · vs Leonard/Kalhorn · w/ Isabella Dunlap · model expected 57% of points 2025-10-20 PPA · 11-9 · vs Leonard/Kalhorn · w/ Isabella Dunlap · model expected 57% of points 2025-10-21 PPA · 11-8 · vs Yeh/Stanciu · w/ Isabella Dunlap · model expected 53% of points 2025-10-21 PPA · 11-3 · vs Yeh/Stanciu · w/ Isabella Dunlap · model expected 53% of points 2025-10-23 PPA · 5-11 · vs Johnson/Rohrabacher · w/ Isabella Dunlap · model expected 15% of points 2025-10-23 PPA · 2-11 · vs Johnson/Rohrabacher · w/ Isabella Dunlap · model expected 15% of points 2026-01-24 PPA · 13-15 · vs Kwong/Vasvatekis · w/ Chloe Igleski · model expected 65% of points 2026-01-24 PPA · 13-11 (OT) · vs Lutz/Carlon · w/ Chloe Igleski · model expected 57% of points 2026-01-24 PPA · 11-5 · vs Lutz/Carlon · w/ Chloe Igleski · model expected 57% of points 2026-01-24 PPA · 11-7 · vs Sonday/Weil · w/ Chloe Igleski · model expected 35% of points 2026-01-24 PPA · 9-11 · vs Sonday/Weil · w/ Chloe Igleski · model expected 35% of points 2026-01-24 PPA · 10-12 (OT) · vs Sonday/Weil · w/ Chloe Igleski · model expected 35% of points 2026-01-25 PPA · 1-15 · vs Poland/Nguyen · w/ Jaikin Gomez · model expected 30% of points 2026-01-25 PPA · 11-9 · vs Braham/Courteau · w/ Jaikin Gomez · model expected 33% of points 2026-01-25 PPA · 6-11 · vs Braham/Courteau · w/ Jaikin Gomez · model expected 33% of points 2026-01-25 PPA · 4-11 · vs Braham/Courteau · w/ Jaikin Gomez · model expected 33% of points 2026-01-25 PPA · 11-1 · vs Medina/Wilcox · w/ Jaikin Gomez · model expected 53% of points 2026-01-25 PPA · 9-11 · vs Medina/Wilcox · w/ Jaikin Gomez · model expected 53% of points 2026-01-25 PPA · 11-0 · vs Medina/Wilcox · w/ Jaikin Gomez · model expected 53% of points 2026-02-21 PPA · 7-11 · vs Pradeep/Martins · w/ Abigail Okelley · model expected 44% of points 2026-02-21 PPA · 11-9 · vs Pradeep/Martins · w/ Abigail Okelley · model expected 44% of points 2026-02-21 PPA · 7-11 · vs Pradeep/Martins · w/ Abigail Okelley · model expected 44% of points 2026-02-21 PPA · 4-15 · vs Grgan/Yang · w/ Abigail Okelley · model expected 36% of points 2026-02-22 PPA · 11-15 · vs Phillips/Phillips · w/ Liam Duffin · model expected 40% of points 2026-02-22 PPA · 6-11 · vs Rangelov/Griffith · w/ Liam Duffin · model expected 41% of points 2026-02-22 PPA · 10-12 (OT) · vs Rangelov/Griffith · w/ Liam Duffin · model expected 41% of points 2026-02-22 PPA · 6-11 · vs Garcia/Summers · w/ Liam Duffin · model expected 48% of points 2026-02-22 PPA · 11-9 · vs Garcia/Summers · w/ Liam Duffin · model expected 48% of points 2026-02-22 PPA · 11-6 · vs Garcia/Summers · w/ Liam Duffin · model expected 48% of points 2026-04-18 PPA · 9-15 · vs Grgan/Ferguson · w/ Yolena Carlon · model expected 43% of points 2026-04-18 PPA · 4-11 · vs Safdar/James · w/ Yolena Carlon · model expected 32% of points 2026-04-18 PPA · 9-11 · vs Safdar/James · w/ Yolena Carlon · model expected 32% of points 2026-04-18 PPA · 15-9 · vs Cook/Nichols · w/ Yolena Carlon · model expected 71% of points 2026-04-18 PPA · 11-7 · vs Malloy/Umannova · w/ Yolena Carlon · model expected 64% of points 2026-04-18 PPA · 11-7 · vs Malloy/Umannova · w/ Yolena Carlon · model expected 64% of points 2026-04-19 PPA · 12-10 (OT) · vs Simson/Ganesh · w/ Liam Duffin · model expected 49% of points 2026-04-19 PPA · 11-8 · vs Simson/Ganesh · w/ Liam Duffin · model expected 49% of points 2026-04-19 PPA · 9-11 · vs Harvey/Safdar · w/ Liam Duffin · model expected 38% of points 2026-04-19 PPA · 7-11 · vs Harvey/Safdar · w/ Liam Duffin · model expected 38% of points 2026-04-19 PPA · 8-15 · vs Varon/Wynne · w/ Liam Duffin · model expected 41% 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 7–14 33% 7.6–10.3 2025 PPA 17–17 50% 9.1–9.2 2026 PPA 14–20 41% 9.1–10.1
5–6
deciding games (PPA winner-take-all)
4–6
overtime games (past the target)
11
blowout wins (opponents ≤5)
-3
current streak (+W / −L)
Singles
-6.5 (-7.5…-5.3)
pts vs avg active women’s singles player (90%)
rated
20 pro singles games
5–15
singles record · last 2026-04
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 ).
Recent games
date tour partner
opponents score vs exp
2026-04-19 PPA · mixed Liam Duffin Varon/Wynne 8-15 -6% 2026-04-19 PPA · mixed Liam Duffin Harvey/Safdar 7-11 +1% 2026-04-19 PPA · mixed Liam Duffin Harvey/Safdar 9-11 +7% 2026-04-19 PPA · mixed Liam Duffin Simson/Ganesh 11-8 +9% 2026-04-19 PPA · mixed Liam Duffin Simson/Ganesh 12-10 OT+5% 2026-04-18 PPA · womens Yolena Carlon Malloy/Umannova 11-7 -3% 2026-04-18 PPA · womens Yolena Carlon Malloy/Umannova 11-7 -3% 2026-04-18 PPA · womens Yolena Carlon Cook/Nichols 15-9 -8% 2026-04-18 PPA · womens Yolena Carlon Safdar/James 9-11 +13% 2026-04-18 PPA · womens Yolena Carlon Safdar/James 4-11 -6% 2026-04-18 PPA · womens Yolena Carlon Grgan/Ferguson 9-15 -5% 2026-02-22 PPA · mixed Liam Duffin Garcia/Summers 11-6 +17%
Put Mary 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 2026-10-15.