RallyIQ

Game plan

Olga Danilovic v Daria Kasatkina

Every number combines what Olga Danilovic 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

Olga Danilovic wins, best of 3 57%90%: 27%–83% · best of 5: 59%
Serve points won 55.1% / 53.8% Olga / Daria · tour 55.1%
Strengths only, no similarity priors 60%serve 55.7% / 53.9%

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 Olga Danilovic's record against Daria Kasatkina's tactical lookalikes and in their charted head-to-heads (lookalikes: −4.6 on serve, +0.7 on return vs expectation (432 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

CareerOlgaDaria
Direction choice−0.03 ±0.07
better than 49%
+0.08 ±0.07
better than 70%
Shot selection+0.44 ±0.13
better than 92%
−0.29 ±0.11
better than 22%
Execution−1.00 ±0.59
better than 18%
+1.39 ±0.30
better than 96%
Points left on the table2.96 ±0.16
lower than 12%
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: Olga Danilovic +0.08, Daria Kasatkina +1.92. 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.

Olga Danilovic serving

Deuce court

1st serveNowOlga winsv DariaMatchupOptimal
Wide26%64%63%61.6%±6.626%
Body29%54%52%48.0%±6.514% ▼
T45%64%67%62.9%±5.660% ▲

Optimal v Daria Kasatkina: +1.1±0.9 per 100 first serves (faults included) over the current mix. Serving T every time would read +4.7 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowOlga winsv DariaMatchupOptimal
Wide58%61%60%56.0%±5.058%
Body18%57%56%56.4%±7.63% ▼
T23%73%63%71.2%±7.239% ▲

Optimal v Daria Kasatkina: +0.8±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +11.6 per 100 first serves in before the returner adjusts.

Daria Kasatkina serving

Deuce court

1st serveNowDaria winsv OlgaMatchupOptimal
Wide43%63%66%62.4%±5.155% ▲
Body25%57%65%64.0%±7.210% ▼
T32%65%72%69.4%±6.535% ▲

Optimal v Olga Danilovic: +0.2±0.8 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +4.3 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowDaria winsv OlgaMatchupOptimal
Wide40%57%72%64.5%±6.040%
Body22%52%51%47.3%±8.17% ▼
T38%61%71%67.8%±5.953% ▲

Optimal v Olga Danilovic: +1.5±0.9 per 100 first serves (faults included) over the current mix. Serving T every time would read +5.9 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.

Olga Danilovic returning

1st serve to the forehand

ReturnNowTourOwnv DariaValue
FH through the middle46%+4.2+0.6+1.8+6.5±2.3
FH crosscourt23%+5.3+2.3+2.3+10.0±3.8
FH down the line14%+1.5−3.6+1.9−0.2±3.9
FH slice through the middle8%−6.7−1.6−0.2−8.5±2.5
FH slice crosscourt5%−6.6−2.0−0.2−8.8±2.4

Lean FH crosscourt: +6.2±3.2 per 100 returns v the current mix (304 returns charted)

1st serve to the backhand

ReturnNowTourOwnv DariaValue
BH through the middle39%+6.0−1.7+0.3+4.7±2.0
BH crosscourt25%+7.7−1.6+0.8+7.0±3.2
BH down the line16%+2.2−1.3+3.5+4.4±3.7
BH slice through the middle10%−6.2−2.3+2.1−6.4±2.5
BH slice crosscourt7%−4.2−1.4+1.4−4.2±2.9

Lean BH crosscourt: +3.9±2.6 per 100 returns v the current mix (485 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv DariaValue
FH crosscourt42%+0.5−0.2+6.7+7.0±4.1
FH through the middle38%−3.2−0.5+1.8−1.9±2.8
FH down the line20%−0.6−2.5+0.8−2.3±4.3

Lean FH crosscourt: +5.2±2.8 per 100 returns v the current mix (74 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv DariaValue
BH through the middle47%−2.6+0.7+0.8−1.1±2.3
BH crosscourt36%+1.5+0.9−1.5+0.8±3.3
BH down the line9%−0.5−6.6+1.5−5.6±4.5
FH inside-in4%+0.7+0.9+6.7+8.4±4.0
FH through the middle3%−2.7+0.7+1.8−0.3±2.1

Lean BH crosscourt: +1.2±2.4 per 100 returns v the current mix (294 returns charted, inside the 90% margin)

Daria Kasatkina returning

1st serve to the forehand

ReturnNowTourOwnv OlgaValue
FH through the middle39%+4.2+3.2−2.8+4.5±2.3
FH crosscourt21%+5.3+2.1+0.5+8.0±3.8
FH slice through the middle17%−6.7+0.9+1.3−4.5±2.3
FH down the line12%+1.5+6.0−1.6+6.0±4.5
FH slice crosscourt9%−6.6+1.7+1.1−3.9±2.5

Lean FH crosscourt: +5.2±3.2 per 100 returns v the current mix (1118 returns charted)

1st serve to the backhand

ReturnNowTourOwnv OlgaValue
BH through the middle49%+6.0+2.8+0.2+9.0±1.8
BH crosscourt28%+7.7+2.8+1.4+11.9±2.7
BH down the line12%+2.2+3.5−3.8+1.9±4.2
BH slice through the middle6%−6.2+1.6−0.3−5.0±2.5
BH slice crosscourt3%−4.2−1.0+0.3−4.8±3.0

Lean BH crosscourt: +4.8±2.2 per 100 returns v the current mix (1078 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv OlgaValue
FH through the middle46%−3.2+3.7−1.7−1.2±2.7
FH crosscourt30%+0.5+0.6+1.6+2.8±4.3
FH down the line21%−0.6+2.6−4.9−2.9±5.2
FH slice through the middle4%−15.2+1.3+0.6−13.3±1.7

Lean FH crosscourt: +3.6±3.4 per 100 returns v the current mix (226 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv OlgaValue
BH through the middle35%−2.6+1.9+0.3−0.4±2.4
BH crosscourt31%+1.5+1.1−2.4+0.2±3.2
BH down the line15%−0.5+0.7−1.0−0.8±5.0
FH inside-out9%+1.4+0.4−4.9−3.2±4.3
FH through the middle7%−2.7+1.3−1.7−3.0±2.4
FH inside-in4%+0.7+3.3+1.6+5.6±4.4

Lean FH inside-in: +6.1±4.5 per 100 returns v the current mix (596 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 on clay. Each player's clay record is shrunk toward their all-surface one, so a thin sample on it moves the numbers only a little.

Olga Danilovic

Favour

ShotEdgeOwnTheirs
BH to their forehand · serve +1+7.0±5.3+0.7+6.4
FH to their backhand · return+6.9±4.4+2.3+4.7
FH to the middle · return+3.9±2.8+0.9+3.0
FH to their backhand · return +1+3.5±4.3+2.8+0.6
BH to the middle · return+3.3±2.4+0.4+2.9
BH to their forehand · return+3.3±4.9+1.6+1.7

Avoid

ShotEdgeOwnTheirs
BH slice to the middle · rally−5.1±3.2−5.4+0.4
FH to their forehand · return−3.9±5.3−6.2+2.3
BH to their backhand · return−2.2±3.9−6.6+4.4
BH to their backhand · serve +1−2.0±4.3−5.3+3.3
BH to their forehand · return +1−1.7±5.8+2.6−4.3

Daria Kasatkina

Favour

ShotEdgeOwnTheirs
BH to their forehand · rally+6.4±3.8+4.0+2.4
BH to the middle · return+5.6±2.3+3.5+2.1
FH to the middle · rally+5.0±2.4+3.0+2.1
FH to their backhand · return+4.8±4.3+3.7+1.1
BH to their forehand · serve +1+4.5±5.6+1.7+2.9
FH to their backhand · rally+4.1±2.7+2.1+2.0

Avoid

ShotEdgeOwnTheirs
FH to their forehand · return−3.9±5.3+2.5−6.4
FH to the middle · serve +1−1.4±3.0+0.8−2.2
FH to their backhand · return +1−1.0±4.4−1.6+0.5
FH to their backhand · serve +1−0.3±3.8−1.2+1.0
BH to their backhand · return−0.1±3.9+3.4−3.5

Against Daria Kasatkina-like opponents

Olga Danilovic vMatchesServe pts wonReturn pts won
All charted opponents–55.4%40.8%
Players most similar to Daria Kasatkina3 52.5%42.7%

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.