Kayla Williams W
womens 30–27 · mixed 26–24
+2.3 (+0.6…+3.9)
pts vs avg pairing (90% interval)
#127
of 204 active women (within gender only)
56–51
career record · 52% wins, 51% 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 · +2.2 pts (90% band +0.0 to +4.1) 2024-02 · +2.2 pts (90% band +0.1 to +4.1) 2024-03 · +2.3 pts (90% band +0.2 to +4.1) 2024-04 · +2.3 pts (90% band +0.2 to +4.1) 2024-05 · +2.3 pts (90% band +0.2 to +4.1) 2024-06 · +2.3 pts (90% band +0.3 to +4.1) 2024-07 · +2.3 pts (90% band +0.4 to +4.0) 2024-08 · +2.4 pts (90% band +0.5 to +4.0) 2024-09 · +2.4 pts (90% band +0.5 to +4.0) 2024-10 · +2.4 pts (90% band +0.6 to +4.0) 2024-11 · +2.4 pts (90% band +0.6 to +4.0) 2024-12 · +2.4 pts (90% band +0.7 to +4.0) 2025-01 · +2.5 pts (90% band +0.8 to +4.0) 2025-02 · +2.5 pts (90% band +0.8 to +3.9) 2025-03 · +2.5 pts (90% band +0.9 to +3.9) 2025-04 · +2.5 pts (90% band +1.0 to +3.9) 2025-05 · +2.6 pts (90% band +1.1 to +3.9) 2025-06 · +2.6 pts (90% band +1.2 to +3.9) 2025-07 · +2.7 pts (90% band +1.4 to +3.9) 2025-08 · +2.7 pts (90% band +1.5 to +3.9) 2025-09 · +2.8 pts (90% band +1.7 to +3.8) 2025-10 · +2.8 pts (90% band +1.7 to +3.8) 2025-11 · +2.7 pts (90% band +1.6 to +3.7) 2025-12 · +2.6 pts (90% band +1.5 to +3.6) 2026-01 · +2.5 pts (90% band +1.4 to +3.5) 2026-02 · +2.4 pts (90% band +1.3 to +3.5) 2026-03 · +2.3 pts (90% band +1.1 to +3.5) 2026-04 · +2.3 pts (90% band +1.0 to +3.5) 2026-05 · +2.3 pts (90% band +0.9 to +3.6) 2026-06 · +2.3 pts (90% band +0.9 to +3.7) 2026-07 · +2.3 pts (90% band +0.8 to +3.8) 2026-08 · +2.3 pts (90% band +0.7 to +3.8) 2026-09 · +2.3 pts (90% band +0.6 to +3.9) 2026-10 · +2.3 pts (90% band +0.6 to +3.9) +0 +1 +2 +3 +4 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).
2025-05-12 PPA · 6-11 · vs Wolfe/Ouchi · w/ Chloe Zigliara · model expected 49% of points 2025-05-12 PPA · 5-11 · vs Wolfe/Ouchi · w/ Chloe Zigliara · model expected 49% of points 2025-05-12 PPA · 3-11 · vs Brown/Yu · w/ Dale Kim · model expected 42% of points 2025-05-12 PPA · 6-11 · vs Brown/Yu · w/ Dale Kim · model expected 42% of points 2025-09-06 PPA · 7-11 · vs Conard/Morelli · w/ Anri Ferris · model expected 43% of points 2025-09-06 PPA · 5-11 · vs Grigoriu/Hoag · w/ Anri Ferris · model expected 35% of points 2025-09-06 PPA · 1-11 · vs Grigoriu/Hoag · w/ Anri Ferris · model expected 35% of points 2025-09-06 PPA · 11-3 · vs Brown/Borowsky · w/ Anri Ferris · model expected 75% of points 2025-09-06 PPA · 11-1 · vs Brown/Borowsky · w/ Anri Ferris · model expected 75% of points 2025-09-07 PPA · 11-3 · vs Griffith/Rangelov · w/ Parth Mody · model expected 53% of points 2025-09-07 PPA · 11-5 · vs Minniefield/Kim · w/ Parth Mody · model expected 56% of points 2025-09-07 PPA · 11-7 · vs Lutz/Gutierrez · w/ Parth Mody · model expected 64% of points 2025-09-07 PPA · 16-14 (OT) · vs Ignatowich/Crum · w/ Parth Mody · model expected 61% of points 2025-09-07 PPA · 11-5 · vs Ruiz/Slive · w/ Parth Mody · model expected 52% of points 2025-09-07 PPA · 14-16 (OT) · vs Weil/Taylor · w/ Parth Mody · model expected 47% of points 2025-09-07 PPA · 15-8 · vs Dunlap/Braham · w/ Parth Mody · model expected 40% of points 2025-10-04 PPA · 11-15 · vs Yeh/Ling · w/ Abigail Okelley · model expected 49% of points 2025-10-04 PPA · 9-11 · vs Ulery/Buyckx · w/ Abigail Okelley · model expected 38% of points 2025-10-04 PPA · 9-11 · vs Ulery/Buyckx · w/ Abigail Okelley · model expected 38% of points 2025-10-04 PPA · 17-15 (OT) · vs Ronney/Hee · w/ Abigail Okelley · model expected 43% of points 2025-10-05 PPA · 7-11 · vs Minniefield/Ortiz · w/ Parth Mody · model expected 59% of points 2025-10-05 PPA · 11-1 · vs Minniefield/Ortiz · w/ Parth Mody · model expected 59% of points 2025-10-05 PPA · 6-11 · vs Minniefield/Ortiz · w/ Parth Mody · model expected 59% of points 2025-10-05 PPA · 18-16 (OT) · vs Ruiz/Slive · w/ Parth Mody · model expected 51% of points 2025-10-05 PPA · 11-15 · vs Grigoriu/Nani · w/ Parth Mody · model expected 50% of points 2025-10-05 PPA · 15-6 · vs Kusuma/Ali · w/ Parth Mody · model expected 65% of points 2025-10-11 PPA · 11-4 · vs Khan/Weil · w/ Jaeda Minniefield · model expected 38% of points 2025-10-11 PPA · 4-11 · vs Khan/Weil · w/ Jaeda Minniefield · model expected 38% of points 2025-10-11 PPA · 11-7 · vs Khan/Weil · w/ Jaeda Minniefield · model expected 38% of points 2025-10-11 PPA · 11-5 · vs Field/Werbeck · w/ Jaeda Minniefield · model expected 66% of points 2025-10-11 PPA · 11-3 · vs Field/Werbeck · w/ Jaeda Minniefield · model expected 66% of points 2025-10-11 PPA · 11-2 · vs Griffith/Courteau · w/ Jaeda Minniefield · model expected 49% of points 2025-10-11 PPA · 11-7 · vs Griffith/Courteau · w/ Jaeda Minniefield · model expected 49% of points 2025-10-11 PPA · 12-10 (OT) · vs Morelli/Kunimoto · w/ Jaeda Minniefield · model expected 46% of points 2025-10-11 PPA · 11-8 · vs Morelli/Kunimoto · w/ Jaeda Minniefield · model expected 46% of points 2025-12-13 PPA · 5-11 · vs Dunlap/Conard · w/ Jaeda Minniefield · model expected 39% of points 2025-12-13 PPA · 11-5 · vs Dunlap/Conard · w/ Jaeda Minniefield · model expected 39% of points 2025-12-13 PPA · 1-11 · vs Dunlap/Conard · w/ Jaeda Minniefield · model expected 39% of points 2025-12-13 PPA · 15-6 · vs McGowan/Kim · w/ Jaeda Minniefield · model expected 53% of points 2025-12-13 PPA · 11-3 · vs Okelley/Ferguson · w/ Jaeda Minniefield · model expected 64% of points 2025-12-13 PPA · 4-11 · vs Okelley/Ferguson · w/ Jaeda Minniefield · model expected 64% of points 2025-12-13 PPA · 13-11 (OT) · vs Okelley/Ferguson · w/ Jaeda Minniefield · model expected 64% of points 2025-12-14 PPA · 11-5 · vs Lam/Fortino · w/ Parth Mody · model expected 67% of points 2025-12-14 PPA · 11-3 · vs Lam/Fortino · w/ Parth Mody · model expected 67% of points 2025-12-14 PPA · 15-12 · vs Holloway/Coyner · w/ Parth Mody · model expected 65% of points 2025-12-14 PPA · 9-15 · vs Imparato/Delgado · w/ Parth Mody · model expected 41% of points 2025-12-14 PPA · 13-15 · vs Khan/Imparato · w/ Jaeda Minniefield · model expected 42% of points 2025-12-14 PPA · 4-11 · vs Abrams/Gilbert · w/ Parth Mody · model expected 49% of points 2025-12-14 PPA · 11-9 · vs Abrams/Gilbert · w/ Parth Mody · model expected 49% of points 2025-12-14 PPA · 9-11 · vs Abrams/Gilbert · w/ Parth Mody · model expected 49% of points 2026-01-10 PPA · 15-10 · vs Buyckx/Laurente · w/ Keilly Ulery · model expected 38% of points 2026-01-10 PPA · 11-2 · vs McMahon/Galainena · w/ Keilly Ulery · model expected 69% of points 2026-01-10 PPA · 11-5 · vs McMahon/Galainena · w/ Keilly Ulery · model expected 69% of points 2026-01-10 PPA · 15-7 · vs Frantova/Summers · w/ Keilly Ulery · model expected 45% of points 2026-01-10 PPA · 15-6 · vs Johnson/Hidvegi · w/ Keilly Ulery · model expected 70% of points 2026-01-10 PPA · 13-11 (OT) · vs Conard/Rives · w/ Keilly Ulery · model expected 44% of points 2026-01-10 PPA · 3-11 · vs Conard/Rives · w/ Keilly Ulery · model expected 44% of points 2026-01-10 PPA · 3-11 · vs Conard/Rives · w/ Keilly Ulery · model expected 44% of points 2026-01-10 PPA · 9-15 · vs Brown/Grigoriu · w/ Keilly Ulery · model expected 43% of points 2026-01-11 PPA · 9-11 · vs Quintero/Moreno · w/ Parth Mody · model expected 66% of points 2026-01-11 PPA · 11-8 · vs Quintero/Moreno · w/ Parth Mody · model expected 66% of points 2026-01-11 PPA · 11-0 · vs Quintero/Moreno · w/ Parth Mody · model expected 66% of points 2026-01-11 PPA · 6-15 · vs Nani/Aldridge · w/ Parth Mody · model expected 59% of points 2026-01-11 PPA · 5-11 · vs Crouch/Rives · w/ Parth Mody · model expected 44% of points 2026-01-11 PPA · 5-11 · vs Crouch/Rives · w/ Parth Mody · model expected 44% of points 2026-01-24 PPA · 11-4 · vs Brown/Newman · w/ Keilly Ulery · model expected 54% of points 2026-01-24 PPA · 11-3 · vs Brown/Newman · w/ Keilly Ulery · model expected 54% of points 2026-01-24 PPA · 10-12 (OT) · vs Ingram/Minniefield · w/ Keilly Ulery · model expected 46% of points 2026-01-24 PPA · 4-11 · vs Ingram/Minniefield · w/ Keilly Ulery · model expected 46% of points 2026-01-24 PPA · 7-11 · vs Chen/Liu · w/ Keilly Ulery · model expected 53% of points 2026-01-24 PPA · 11-4 · vs Chen/Liu · w/ Keilly Ulery · model expected 53% of points 2026-01-24 PPA · 11-2 · vs Chen/Liu · w/ Keilly Ulery · model expected 53% of points 2026-01-24 PPA · 5-15 · vs Nguyen/Raugust · w/ Keilly Ulery · model expected 43% of points 2026-01-25 PPA · 8-15 · vs Burkhardt/Wynne · w/ Zach Gonnering · model expected 45% of points 2026-01-25 PPA · 9-11 · vs Braham/Courteau · w/ Zach Gonnering · model expected 37% of points 2026-01-25 PPA · 6-11 · vs Braham/Courteau · w/ Zach Gonnering · model expected 37% of points 2026-01-25 PPA · 16-14 (OT) · vs Ayotte/Carlon · w/ Zach Gonnering · model expected 50% of points 2026-01-25 PPA · 11-7 · vs Poland/Nguyen · w/ Zach Gonnering · model expected 34% of points 2026-01-25 PPA · 12-10 (OT) · vs Poland/Nguyen · w/ Zach Gonnering · model expected 34% of points 2026-02-21 PPA · 10-15 · vs Hur/Choo · w/ Jaeda Minniefield · model expected 41% of points 2026-02-21 PPA · 11-4 · vs Wang/Sethi · w/ Jaeda Minniefield · model expected 54% of points 2026-02-21 PPA · 11-8 · vs Wang/Sethi · w/ Jaeda Minniefield · model expected 54% of points 2026-02-21 PPA · 3-11 · vs Weil/Parker · w/ Jaeda Minniefield · model expected 29% of points 2026-02-21 PPA · 3-11 · vs Weil/Parker · w/ Jaeda Minniefield · model expected 29% of points 2026-02-22 PPA · 9-15 · vs Nsekpong/Conard · w/ Kentaro Hamaguchi · model expected 49% of points 2026-02-22 PPA · 3-11 · vs Cavataio/Benitez · w/ Kentaro Hamaguchi · model expected 36% of points 2026-02-22 PPA · 2-11 · vs Cavataio/Benitez · w/ Kentaro Hamaguchi · model expected 36% of points 2026-02-22 PPA · 11-5 · vs Growcott/Choo · w/ Kentaro Hamaguchi · model expected 43% of points 2026-02-22 PPA · 8-11 · vs Growcott/Choo · w/ Kentaro Hamaguchi · model expected 43% of points 2026-02-22 PPA · 11-3 · vs Growcott/Choo · w/ Kentaro Hamaguchi · model expected 43% of points 2026-03-07 PPA · 11-5 · vs Simon/Simon · w/ Jaeda Minniefield · model expected 53% of points 2026-03-07 PPA · 5-11 · vs Simon/Simon · w/ Jaeda Minniefield · model expected 53% of points 2026-03-07 PPA · 7-11 · vs Simon/Simon · w/ Jaeda Minniefield · model expected 53% of points 2026-03-07 PPA · 11-4 · vs Sanchez/Flores · w/ Jaeda Minniefield · model expected 70% of points 2026-03-07 PPA · 11-2 · vs Sanchez/Flores · w/ Jaeda Minniefield · model expected 70% of points 2026-03-08 PPA · 11-1 · vs Held/Turner · w/ Parth Mody · model expected 81% of points 2026-03-08 PPA · 11-5 · vs Held/Turner · w/ Parth Mody · model expected 81% of points 2026-03-08 PPA · 11-8 · vs Emmrich/Delgado · w/ Parth Mody · model expected 43% of points 2026-03-08 PPA · 7-11 · vs Emmrich/Delgado · w/ Parth Mody · model expected 43% of points 2026-03-08 PPA · 8-11 · vs Emmrich/Delgado · w/ Parth Mody · model expected 43% of points 2026-03-08 PPA · 11-5 · vs Marrero/Banada · w/ Parth Mody · model expected 62% of points 2026-03-08 PPA · 11-9 · vs Marrero/Banada · w/ Parth Mody · model expected 62% of points 2026-03-09 PPA · 9-11 · vs Lutz/Janssen · w/ Keilly Ulery · model expected 62% of points 2026-03-09 PPA · 4-11 · vs Lutz/Janssen · w/ Keilly Ulery · model expected 62% of points 2026-03-09 PPA · 11-8 · vs Finnerty/Liu · w/ Braden Jacobson · model expected 54% of points 2026-03-09 PPA · 6-11 · vs Finnerty/Liu · w/ Braden Jacobson · model expected 54% of points 2026-03-09 PPA · 6-11 · vs Finnerty/Liu · w/ Braden Jacobson · model expected 54% of points 0% 25% 50% 75% 100% 2025 2026 win loss model expectation share of points
Splits
year tour W–L
win% avg score 2025 PPA 28–22 56% 9.9–8.9 2026 PPA 28–29 49% 8.9–8.8
5–7
deciding games (PPA winner-take-all)
8–2
overtime games (past the target)
30
blowout wins (opponents ≤5)
-2
current streak (+W / −L)
Singles
-1.2 (-2.6…+0.2)
pts vs avg active women’s singles player (90%)
rated
44 pro singles games
19–25
singles record · last 2026-03
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
2026-03-09 PPA · mixed Braden Jacobson Finnerty/Liu 6-11 -19% 2026-03-09 PPA · mixed Braden Jacobson Finnerty/Liu 6-11 -19% 2026-03-09 PPA · mixed Braden Jacobson Finnerty/Liu 11-8 +3% 2026-03-09 PPA · womens Keilly Ulery Lutz/Janssen 4-11 -35% 2026-03-09 PPA · womens Keilly Ulery Lutz/Janssen 9-11 -17% 2026-03-08 PPA · mixed Parth Mody Marrero/Banada 11-9 -7% 2026-03-08 PPA · mixed Parth Mody Marrero/Banada 11-5 +7% 2026-03-08 PPA · mixed Parth Mody Emmrich/Delgado 8-11 -1% 2026-03-08 PPA · mixed Parth Mody Emmrich/Delgado 7-11 -4% 2026-03-08 PPA · mixed Parth Mody Emmrich/Delgado 11-8 +15% 2026-03-08 PPA · mixed Parth Mody Held/Turner 11-5 -12% 2026-03-08 PPA · mixed Parth Mody Held/Turner 11-1 +11%
Put Kayla 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.