RallyIQ

Game plan

Katerina Siniakova v Daria Saville

Every number combines what Katerina Siniakova does well with what Daria Saville allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Katerina Siniakova wins, best of 3 48%90%: 20%–77% · best of 5: 48%
Serve points won 55.5% / 55.8% Katerina / Daria · tour 56.3%
Strengths only, no similarity priors 51%serve 55.8% / 55.7%

Each player's serve and return strength is fitted against every opponent they were charted against, so a record built on weak opponents counts for less. At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers. The result is then nudged by Katerina Siniakova's record against Daria Saville's tactical lookalikes and in their charted head-to-heads (lookalikes: −4.0 on serve, −1.0 on return vs expectation (349 points)). A game-by-game Markov chain turns point odds into match odds; the 90% range covers the uncertainty in the two strengths, not the nudges. Charted matches lean toward big events, so treat this as a scouting estimate, not a betting line.

Head to head, per 100 shots

CareerKaterinaDaria
Direction choice+0.04 ±0.09
better than 63%
+0.06 ±0.20
better than 67%
Shot selection−0.18 ±0.14
better than 30%
−0.41 ±0.34
better than 16%
Execution−0.21 ±0.48
better than 48%
+0.28 ±0.46
better than 71%
Points left on the table2.42 ±0.13
lower than 72%
2.68 ±0.22
lower than 36%

Each player's career against an average tour player in the same position, adjusted for opponent strength, with a 90% margin (shots clustered by match). Points left on the table is the gap to the best-value direction for the same stroke, so lower is better. Percentiles are within each player's own tour. A side is highlighted only when the gap is larger than the margin on the difference.

Structural compatibility

Expected edge per 100 rally shots from style alone: Katerina Siniakova +0.32, Daria Saville +1.01. Each player's shot mix weighted by their own skill with each shot and by how much the other gives up against it. This is why some rankings gaps don't hold in a given matchup.

Serve plan

The share of points the server wins when a first serve lands in that direction (hover a rate for its 90% interval; ± is the 90% margin). "Matchup" combines the server's rate with how this returner handles that serve. "Optimal" is the mix that wins most against this returner once they start reading a habit, at the response measured across the tour, and only within the range servers' habits actually vary. The gain over the current mix is how exploitable that mix is.

Katerina Siniakova serving

Deuce court

1st serveNowKaterina winsv DariaMatchupOptimal
Wide35%59%59%51.4%±8.443% ▲
Body23%55%56%53.4%±10.38% ▼
T42%59%68%59.4%±7.949% ▲

Optimal v Daria Saville: +0.2±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +4.2 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowKaterina winsv DariaMatchupOptimal
Wide23%60%61%55.2%±8.923%
Body30%60%60%63.8%±10.615% ▼
T47%63%68%67.3%±7.762% ▲

Optimal v Daria Saville: +0.5±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +3.8 per 100 first serves in before the returner adjusts.

Daria Saville serving

Deuce court

1st serveNowDaria winsv KaterinaMatchupOptimal
Wide43%59%68%61.1%±7.143%
Body21%55%56%53.6%±10.05% ▼
T37%64%69%65.8%±7.952% ▲

Optimal v Katerina Siniakova: +0.7±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +4.5 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowDaria winsv KaterinaMatchupOptimal
Wide56%62%69%65.7%±7.271% ▲
Body16%55%58%56.8%±10.811% ▼
T28%61%58%54.5%±8.618% ▼

Optimal v Katerina Siniakova: +0.5±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +4.6 per 100 first serves in before the returner adjusts.

Return plan

Value of each return, in points per 100 returns against an average return of the same serve (direction, court, surface): the tour's result with that return, the returner's own edge with it, and what this server gives up when it comes back to that side. Returns with no charted direction are left out, so values compare with each other rather than with zero. Depth isn't a choice here: missed returns have no depth. Serve quality isn't charted, so a block through the middle partly reflects the serve that forced it.

Katerina Siniakova returning

1st serve to the forehand

ReturnNowTourOwnv DariaValue
FH through the middle34%+4.2−1.0+0.1+3.2±2.8
FH slice through the middle26%−6.7+1.3+1.2−4.2±2.3
FH crosscourt18%+5.3−2.8+3.5+6.0±4.1
FH slice crosscourt11%−6.6+1.3+0.4−5.0±2.3
FH down the line8%+1.5+1.0+0.8+3.3±4.7

Lean FH crosscourt: +5.5±3.6 per 100 returns v the current mix (630 returns charted)

1st serve to the backhand

ReturnNowTourOwnv DariaValue
BH through the middle49%+6.0+0.9+0.2+7.1±2.4
BH crosscourt36%+7.7+3.5+0.9+12.1±3.3
BH down the line8%+2.2+0.8+0.4+3.3±4.6
BH slice through the middle5%−6.2−0.8−2.0−9.0±2.3
BH slice crosscourt2%−4.2−1.5+1.8−3.9±2.6

Lean BH crosscourt: +4.5±2.5 per 100 returns v the current mix (362 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv DariaValue
FH through the middle53%−3.2−1.2+0.6−3.8±3.1
FH crosscourt26%+0.5−2.1+1.3−0.3±4.4
FH down the line21%−0.6+0.1−1.9−2.4±5.1

Lean FH crosscourt: +2.3±3.8 per 100 returns v the current mix (128 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv DariaValue
BH crosscourt48%+1.5+1.3+0.5+3.2±3.6
BH through the middle32%−2.6+1.3−0.5−1.8±2.8
BH down the line20%−0.5+0.7+0.9+1.1±4.9

Lean BH crosscourt: +2.1±2.3 per 100 returns v the current mix (155 returns charted, inside the 90% margin)

Daria Saville returning

1st serve to the forehand

ReturnNowTourOwnv KaterinaValue
FH through the middle50%+4.2+1.4+1.3+6.8±2.6
FH crosscourt25%+5.3−0.2+2.2+7.3±4.2
FH down the line17%+1.5−1.5+1.9+2.0±4.6
FH slice through the middle5%−6.7+0.6+2.9−3.3±2.2
BH through the middle3%+5.2+0.7+2.8+8.8±1.9

Lean FH crosscourt: +1.6±3.5 per 100 returns v the current mix (208 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv KaterinaValue
BH through the middle36%+6.0+1.9+2.8+10.7±2.4
BH slice through the middle21%−6.2−0.4+2.5−4.1±2.5
BH crosscourt17%+7.7−1.9+2.0+7.8±3.5
BH down the line12%+2.2+1.5−0.4+3.3±4.5
BH slice crosscourt12%−4.2−1.7−0.7−6.5±2.5

Lean BH through the middle: +7.1±1.8 per 100 returns v the current mix (273 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv KaterinaValue
FH down the line38%−0.6+2.3−5.1−3.4±5.0
FH through the middle38%−3.2−1.6−0.6−5.3±2.8
FH crosscourt25%+0.5−1.1−2.4−3.0±4.0

Lean FH down the line: +0.6±3.5 per 100 returns v the current mix (56 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv KaterinaValue
BH through the middle26%−2.6+0.1+1.9−0.6±2.6
FH inside-out23%+1.4+0.7−5.1−3.1±4.3
BH crosscourt20%+1.5+0.7+1.0+3.2±3.6
FH through the middle18%−2.7−0.7−0.6−4.0±2.5
BH down the line9%−0.5+0.6+2.2+2.3±4.9

Lean BH crosscourt: +3.9±3.2 per 100 returns v the current mix (180 returns charted)

Rally plan

Edge, in points per 100 shots: the hitter's skill with the shot (own) plus how much the receiver usually gives up against it (theirs), both measured against the tour average.

Katerina Siniakova

Favour

ShotEdgeOwnTheirs
BH to their backhand · return+4.2±2.9+2.5+1.7
BH to their backhand · rally+3.7±2.3+1.6+2.1
FH to their forehand · serve +1+3.0±3.4+0.5+2.5
FH to the middle · return +1+2.9±2.6+0.7+2.2
BH to their forehand · return+2.7±4.4+1.6+1.1
BH to the middle · return+2.2±2.0+1.2+0.9

Avoid

ShotEdgeOwnTheirs
FH to their backhand · rally−3.2±2.6−3.3+0.1
FH to their backhand · return +1−3.1±4.0−1.5−1.6
FH to the middle · serve +1−1.5±2.5−1.4−0.1
FH to the middle · rally−1.5±2.0−2.1+0.6
FH to their backhand · serve +1−1.5±3.7−0.9−0.6

Daria Saville

Favour

ShotEdgeOwnTheirs
BH to the middle · return+6.1±2.1+2.9+3.1
FH to their forehand · return +1+4.6±3.6+4.3+0.2
BH to their backhand · return +1+4.4±3.4+2.4+1.9
BH to the middle · rally+4.1±1.9+2.3+1.8
BH to their backhand · return+2.6±3.3+0.7+1.9
FH to the middle · return +1+2.6±2.6+1.6+1.0

Avoid

ShotEdgeOwnTheirs
BH to their forehand · rally−3.2±4.1−1.4−1.8
FH to their backhand · return−1.8±3.9−0.6−1.2
FH to their forehand · return−1.5±4.0−1.5−0.1
BH slice to the middle · rally−0.6±2.2−0.6±0.0
FH to their backhand · rally−0.5±2.7+0.6−1.2

Against Daria Saville-like opponents

Katerina Siniakova vMatchesServe pts wonReturn pts won
All charted opponents–53.5%41.5%
Players most similar to Daria Saville3 50.3%40.2%

Similar by tactical fingerprint: Cristina Bucsa, Tamara Zidansek, Marta Kostyuk, Leylah Fernandez, Daria Kasatkina, Nao Hibino, Mayar Sherif, Petra Martic, Kiki Bertens, Svetlana Kuznetsova. When two players have rarely met, their records against these lookalikes fill the gap.