WTA · Right-handed · 6 charted matches · 2025–2026
Lois Boisson
Against an average opponent
Serve and return points won, refitted against every opponent at once so a record built on weak or strong opposition is put on the same scale. Career, all surfaces, with a 90% margin. Raw is the plain share of points won.
Shot expected value
The share of points Lois Boisson goes on to win after each option in the positions they face most often, shrunk toward tour average when the sample is small. Showing the 8 most-used options; teal marks the best one with at least 30 shots.
Rally, shots 5–8: drive to your backhand side
position worth 45% to the average player · 141 shots
| Option | Used | Win % | Tour |
|---|---|---|---|
| BH slice through the middle | 25% | 38.0%±10.8 | 34.4% |
| BH slice crosscourt | 16% | 39.7%±12.3 | 40.4% |
| BH through the middle | 14% | 54.2%±13.0 | 43.3% |
| FH inside-in | 12% | 59.8%±13.3 | 55.6% |
| BH down the line | 11% | 31.5%±12.7 | 46.8% |
| BH slice down the line | 8% | 39.8%±14.5 | 31.7% |
| BH crosscourt | 8% | 40.4%±14.5 | 47.6% |
Rally, shots 5–8: drive to your forehand side
position worth 43% to the average player · 93 shots
| Option | Used | Win % | Tour |
|---|---|---|---|
| FH crosscourt | 37% | 41.4%±11.0 | 46.7% |
| FH through the middle | 27% | 40.6%±12.0 | 41.3% |
| FH down the line | 23% | 46.3%±12.8 | 44.9% |
| FH slice through the middle | 14% | 29.8%±13.1 | 29.2% |
Return +1: drive to your backhand side
position worth 44% to the average player · 84 shots
| Option | Used | Win % | Tour |
|---|---|---|---|
| BH slice through the middle | 32% | 43.9%±11.9 | 33.2% |
| BH through the middle | 17% | 43.0%±14.0 | 43.0% |
| FH inside-out | 14% | 56.5%±14.4 | 55.4% |
| BH slice crosscourt | 13% | 35.2%±14.1 | 39.6% |
Rally, shots 5–8: drive to your middle
position worth 50% to the average player · 60 shots
| Option | Used | Win % | Tour |
|---|---|---|---|
| FH down the line | 37% | 58.2%±12.5 | 52.2% |
| FH crosscourt | 28% | 58.2%±13.3 | 52.7% |
| FH through the middle | 23% | 47.5%±14.1 | 45.8% |
Serve under pressure
Pressure predictability index +1 How much less varied Lois Boisson's first-serve direction gets on break points. Positive means easier to read. Based on 45 break-point first serves.
Deuce court
| 1st serve | Usage | Break pt | Won when in |
|---|---|---|---|
| Wide | 37% | 30% | 70% / 66% |
| Body | 16% | 10% | 65% / 57% |
| T | 46% | 60% ▲ | 68% / 68% |
198 normal · 10 break-point 1st serves
Ad court
| 1st serve | Usage | Break pt | Won when in |
|---|---|---|---|
| Wide | 47% | 57% ▲ | 75% / 66% |
| Body | 9% | 14% | 60% / 56% |
| T | 44% | 29% ▼ | 66% / 64% |
153 normal · 35 break-point 1st serves
Is the serve mix in equilibrium?
Game theory says a well-mixed server wins equally often with every direction they use. If one direction wins more, it's underused and points are being left behind. This is the minimax test Walker and Wooders ran on Wimbledon finals, applied to every charted first serve. Win rates include faults. "Optimal" allows for returners reading a habit. A direction loses 0.19 points per 100 serves for every 10 points of habitual usage, measured from WTA servers whose mix drifted between matches. Shifts stay within the range servers' habits actually vary, the only range that response was measured over.
Deuce court
| 1st serve | Usage | Points won | Optimal |
|---|---|---|---|
| Wide | 37% | 60.6%±7.8 n=77 | 52% ▲ |
| Body | 16% | 59.4%±10.2 n=33 | 1% ▼ |
| T | 47% | 54.4%±7.2 n=98 | 47% |
Consistent with an optimal mix (p = 0.48).
Optimal mix: +0.5 per 100 first serves.
Ad court
| 1st serve | Usage | Points won |
|---|---|---|
| Wide | 49% | 63.9%±7.2 n=92 |
| Body | 10% | 61.4%±11.4 n=19 |
| T | 41% | 60.7%±7.8 n=77 |
Consistent with an optimal mix (p = 0.82).
Exploitability 0.54 points per 100 first serves What the optimal mix would win over the current one, both courts. More exploitable than 100% of WTA servers. Tested on matches they weren't fitted on, WTA mixes picked this way win 0.42 per 100 first serves on average.
Repeating the previous direction to the same court: −6.7±8.0 points per 100 against switching. Negative means returners read repeats. Tour-wide, repeating costs women about 0.4 points per 100 and costs men nothing, so men's returners don't measurably anticipate direction. (125 repeats, 259 switches.)
Return by serve direction
Return points won against each serve direction, compared with the tour average.
| Serve | Court | Direction | Points | Won | vs tour | |
|---|---|---|---|---|---|---|
| 1st | Ad court | Body | 22 | 46% | +2.6±11.4 | |
| 1st | Ad court | T | 44 | 33% | −2.2±9.0 | |
| 1st | Ad court | Wide | 51 | 30% | −4.4±8.4 | |
| 1st | Deuce court | Body | 26 | 37% | −5.5±10.6 | |
| 1st | Deuce court | T | 41 | 25% | −7.3±8.4 | |
| 1st | Deuce court | Wide | 54 | 36% | +1.9±8.6 | |
| 2nd | Ad court | Body | 40 | 55% | ±0.0±9.8 | |
| 2nd | Ad court | T | 8 | 54% | −1.1±13.3 | |
| 2nd | Ad court | Wide | 35 | 52% | −1.1±10.2 | |
| 2nd | Deuce court | Body | 38 | 53% | −1.0±10.0 | |
| 2nd | Deuce court | T | 49 | 64% | +8.3±8.9 | |
| 2nd | Deuce court | Wide | 6 | 53% | −0.6±13.7 |
Strengths and vulnerabilities
Value per 100 shots compared with the average player hitting (strengths) or facing (vulnerabilities) the same shot. Only shot types seen at least 120 times.
Hurts opponents most with
Most exposed to
| FH to their forehand · rally | +3.0 | 125 |
Active players who are best at the shot in the top weakness: Linda Fruhvirtova, Maja Chwalinska, Sara Sorribes Tormo, Linda Klimovicova, Nadia Podoroska
Charted matches
- Lois Boisson v Elena Rybakina L Wimbledon R128 · Grass · 30 Jun 2026
- Lois Boisson v Anna Kalinskaya L Roland Garros R128 · Clay · 25 May 2026
- Lois Boisson v Liudmila Samsonova W Beijing R64 · Hard · 27 Sep 2025
- Ekaterina Alexandrova v Lois Boisson L Seoul R16 · Hard · 18 Sep 2025
- Lois Boisson v Mirra Andreeva W Roland Garros QF · Clay · 4 Jun 2025
- Lois Boisson v Harriet Dart W Rouen R32 · Clay · 15 Apr 2025