RallyIQ

Game plan

Arantxa Rus v Daria Kasatkina

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

Forecast

Arantxa Rus wins, best of 3 66%90%: 31%–90% · best of 5: 70%
Serve points won 56.3% / 53.2% Arantxa / Daria · tour 56.4%
Strengths only, no similarity priors 66%serve 56.5% / 53.3%

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. Both were charted enough in the last three seasons, so those carry the most weight. The result is then nudged by Arantxa Rus's record against Daria Kasatkina's tactical lookalikes and in their charted head-to-heads (lookalikes: −2.6 on serve, +1.7 on return vs expectation (244 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

CareerArantxaDaria
Direction choice−0.45 ±0.06
better than 1%
+0.08 ±0.07
better than 70%
Shot selection+0.06 ±0.09
better than 52%
−0.29 ±0.11
better than 22%
Execution+0.02 ±0.34
better than 62%
+1.39 ±0.30
better than 96%
Points left on the table3.21 ±0.11
lower than 5%
2.36 ±0.08
lower than 79%

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: Arantxa Rus +1.00, Daria Kasatkina +1.41. 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.

Arantxa Rus serving

Deuce court

1st serveNowArantxa winsv DariaMatchupOptimal
Wide32%64%63%61.2%±4.632%
Body28%56%52%50.7%±5.413% ▼
T40%59%67%57.6%±4.655% ▲

Optimal v Daria Kasatkina: +1.1±0.8 per 100 first serves (faults included) over the current mix. Serving wide every time would read +4.4 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowArantxa winsv DariaMatchupOptimal
Wide52%62%60%56.3%±4.239% ▼
Body24%57%56%57.3%±5.722% ▼
T24%63%63%61.0%±5.639% ▲

Optimal v Daria Kasatkina: +0.3±0.7 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +3.3 per 100 first serves in before the returner adjusts.

Daria Kasatkina serving

Deuce court

1st serveNowDaria winsv ArantxaMatchupOptimal
Wide43%63%61%56.9%±4.428% ▼
Body25%57%55%54.4%±5.425%
T32%65%69%66.1%±5.247% ▲

Optimal v Arantxa Rus: +0.3±0.7 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +6.9 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowDaria winsv ArantxaMatchupOptimal
Wide40%57%60%51.5%±5.030% ▼
Body22%52%56%52.1%±5.617% ▼
T38%61%64%60.7%±4.953% ▲

Optimal v Arantxa Rus: +0.6±0.6 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +5.6 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.

Arantxa Rus returning

1st serve to the forehand

ReturnNowTourOwnv DariaValue
FH through the middle49%+4.2+2.7+1.8+8.7±1.9
FH down the line27%+1.5+1.1+1.9+4.5±3.4
FH crosscourt14%+5.3−0.5+2.3+7.1±3.7
FH slice through the middle6%−6.7−3.6−0.2−10.5±2.6
FH slice down the line2%−10.5−2.1−1.1−13.7±3.0

Lean FH through the middle: +3.3±1.4 per 100 returns v the current mix (711 returns charted)

1st serve to the backhand

ReturnNowTourOwnv DariaValue
BH through the middle54%+6.0+1.1+0.3+7.5±1.5
BH crosscourt20%+7.7−3.4+0.8+5.1±2.9
BH down the line19%+2.2−1.7+3.5+4.0±3.2
BH slice through the middle3%−6.2−2.1+2.1−6.3±2.5
BH slice crosscourt2%−4.2−1.8+1.4−4.5±2.7

Lean BH through the middle: +1.9±1.1 per 100 returns v the current mix (1042 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv DariaValue
FH through the middle46%−3.2+1.7+1.8+0.3±2.7
FH crosscourt30%+0.5+0.3+6.7+7.5±4.2
FH down the line24%−0.6+0.4+0.8+0.6±4.8

Lean FH crosscourt: +5.0±3.4 per 100 returns v the current mix (236 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv DariaValue
BH through the middle42%−2.6+1.3+0.8−0.5±2.2
BH crosscourt22%+1.5−3.1−1.5−3.2±3.3
FH through the middle17%−2.7+1.2+1.8+0.3±2.4
BH down the line8%−0.5−0.4+1.5+0.5±4.6
FH inside-in8%+0.7−3.8+6.7+3.6±4.4

Lean FH inside-in: +4.0±4.3 per 100 returns v the current mix (445 returns charted, inside the 90% margin)

Daria Kasatkina returning

1st serve to the forehand

ReturnNowTourOwnv ArantxaValue
FH through the middle39%+4.2+3.2−0.2+7.2±1.8
FH crosscourt21%+5.3+2.1+3.1+10.5±3.3
FH slice through the middle17%−6.7+0.9−2.9−8.6±2.3
FH down the line12%+1.5+6.0−3.5+4.0±4.0
FH slice crosscourt9%−6.6+1.7+1.7−3.3±2.7

Lean FH crosscourt: +7.2±2.8 per 100 returns v the current mix (1118 returns charted)

1st serve to the backhand

ReturnNowTourOwnv ArantxaValue
BH through the middle49%+6.0+2.8+1.0+9.9±1.5
BH crosscourt28%+7.7+2.8+3.1+13.6±2.4
BH down the line12%+2.2+3.5−1.1+4.6±3.9
BH slice through the middle6%−6.2+1.6+1.0−3.7±2.5
BH slice crosscourt3%−4.2−1.0+0.7−4.4±3.0

Lean BH crosscourt: +5.2±1.9 per 100 returns v the current mix (1078 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv ArantxaValue
FH through the middle46%−3.2+3.7+0.7+1.2±2.5
FH crosscourt30%+0.5+0.6−1.1±0.0±4.0
FH down the line21%−0.6+2.6−3.2−1.2±4.8
FH slice through the middle4%−15.2+1.3−0.4−14.3±2.0

Lean FH through the middle: +1.5±2.1 per 100 returns v the current mix (226 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv ArantxaValue
BH through the middle35%−2.6+1.9−0.5−1.2±2.4
BH crosscourt31%+1.5+1.1−2.4+0.2±3.3
BH down the line15%−0.5+0.7−3.0−2.8±5.1
FH inside-out9%+1.4+0.4−3.2−1.5±3.9
FH through the middle7%−2.7+1.3+0.7−0.6±2.2
FH inside-in4%+0.7+3.3−1.1+2.9±4.0

Lean FH inside-in: +3.8±4.2 per 100 returns v the current mix (596 returns charted, inside the 90% margin)

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.

Arantxa Rus

Favour

ShotEdgeOwnTheirs
FH to their backhand · return+5.3±2.8+0.8+4.5
BH to the middle · return+3.6±1.2+2.3+1.4
FH to the middle · return+3.5±1.3+0.8+2.6
FH to the middle · return +1+3.0±1.9+1.6+1.4
FH to their backhand · return +1+2.7±2.7+0.7+2.0
BH to their forehand · serve +1+2.6±3.5±0.0+2.7

Avoid

ShotEdgeOwnTheirs
BH slice to their backhand · rally−4.7±2.4−4.3−0.3
BH lob to the middle · rally−3.8±2.8−0.9−2.9
FH slice to the middle · rally−2.1±2.6−2.9+0.8
BH to their backhand · rally−2.1±1.4−3.2+1.2
BH slice to the middle · rally−1.9±1.8−2.4+0.5

Daria Kasatkina

Favour

ShotEdgeOwnTheirs
BH to their forehand · return+5.4±2.8+2.5+2.9
FH slice to their backhand · rally+5.4±3.6+2.5+2.9
BH to the middle · return+5.4±1.2+2.7+2.6
BH to their forehand · rally+5.2±2.0+3.4+1.8
BH to their forehand · return +1+4.6±3.7+2.4+2.3
FH to their backhand · return+4.1±2.6+3.1+1.0

Avoid

ShotEdgeOwnTheirs
BH to their backhand · return +1−2.5±2.3+1.9−4.4
BH to their backhand · serve +1−1.9±2.5+0.4−2.3
FH to their forehand · rally−1.5±1.3+1.0−2.5
FH to their forehand · serve +1−1.5±2.4+0.5−2.0
BH lob to the middle · rally−1.3±2.9−0.5−0.8

Against Daria Kasatkina-like opponents

Arantxa Rus vMatchesServe pts wonReturn pts won
All charted opponents–56.3%45.2%
Players most similar to Daria Kasatkina2 55.0%46.0%

Similar by tactical fingerprint: Marie Bouzkova, Emma Navarro, Jaqueline Cristian, Emma Raducanu, Nao Hibino, Linda Fruhvirtova, Caroline Wozniacki, Simona Halep, Svetlana Kuznetsova, Elena Dementieva. When two players have rarely met, their records against these lookalikes fill the gap.