RallyIQ

WTA · Right-handed · 3 charted matches · 2022–2025

Yuriko Miyazaki

Shot expected value

The share of points Yuriko Miyazaki 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 forehand side

position worth 43% to the average player · 49 shots

OptionUsedWin %Tour
FH crosscourt 63% 55.6%±11.4 46.7%
FH through the middle 20% 34.2%±14.2 41.3%

Rally, shots 5–8: drive to your backhand side

position worth 45% to the average player · 43 shots

OptionUsedWin %Tour
BH crosscourt 33% 48.6%±14.1 47.6%
BH through the middle 28% 39.6%±14.2 43.3%

Serve under pressure

Deuce court

1st serveUsageBreak ptWon when in
Wide 57% 20% ▼ 66% / 66%
Body 23% 20% 63% / 57%
T 20% 60% ▲ 67% / 68%

93 normal · 5 break-point 1st serves

Ad court

1st serveUsageBreak ptWon when in
Wide 49% 18% ▼ 60% / 66%
Body 11% 35% ▲ 55% / 56%
T 40% 47% 73% / 64%

75 normal · 17 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 serveUsagePoints won
Wide55% 58.8%±8.8 n=54
Body22% 58.4%±11.2 n=22
T22% 64.4%±10.9 n=22

Consistent with an optimal mix (p = 0.56).

Ad court

1st serveUsagePoints won
Wide43% 57.1%±9.7 n=40
Body15% 59.1%±12.2 n=14
T41% 63.0%±9.6 n=38

Consistent with an optimal mix (p = 0.63).

Return by serve direction

Return points won against each serve direction, compared with the tour average.

ServeCourtDirectionPointsWonvs tour
1stAd courtBody 11 44% +0.4±12.8
1stAd courtT 22 32% −3.5±10.6
1stAd courtWide 23 40% +5.8±11.1
1stDeuce courtBody 20 42% −1.0±11.5
1stDeuce courtT 15 35% +2.6±11.7
1stDeuce courtWide 29 31% −3.2±9.9
2ndAd courtBody 15 54% −0.6±12.2
2ndAd courtT 8 54% −1.1±13.3
2ndAd courtWide 13 54% +0.1±12.5
2ndDeuce courtBody 17 50% −4.8±12.0
2ndDeuce courtT 6 52% −3.8±13.7
2ndDeuce courtWide 15 47% −6.8±12.2

Charted matches