Game plan
Daria Kasatkina v Elena Rybakina
Every number combines what Daria Kasatkina does well with what Elena Rybakina allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective
Forecast
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 Daria Kasatkina's record against Elena Rybakina's tactical lookalikes and in their charted head-to-heads (lookalikes: +4.8 on serve, +1.5 on return vs expectation (585 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
| Career | Daria | Elena |
|---|---|---|
| Direction choice | +0.08 ±0.07 better than 70% | +0.15 ±0.03 better than 80% |
| Shot selection | −0.29 ±0.11 better than 22% | +0.33 ±0.06 better than 81% |
| Execution | +1.39 ±0.30 better than 96% | +0.40 ±0.26 better than 75% |
| Points left on the table | 2.36 ±0.08 lower than 79% | 2.42 ±0.05 lower than 73% |
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: Daria Kasatkina +1.54, Elena Rybakina +0.85. 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.
Daria Kasatkina serving
Deuce court
| 1st serve | Now | Daria wins | v Elena | Matchup | Optimal |
|---|---|---|---|---|---|
| Wide | 43% | 63% | 65% | 61.5%±3.6 | 58% ▲ |
| Body | 25% | 57% | 57% | 56.1%±4.7 | 10% ▼ |
| T | 32% | 65% | 67% | 63.8%±4.4 | 32% |
Optimal v Elena Rybakina: +0.1±0.7 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +2.9 per 100 first serves in before the returner adjusts.
Ad court
| 1st serve | Now | Daria wins | v Elena | Matchup | Optimal |
|---|---|---|---|---|---|
| Wide | 40% | 57% | 68% | 59.4%±4.0 | 40% |
| Body | 22% | 52% | 58% | 54.3%±5.1 | 7% ▼ |
| T | 38% | 61% | 65% | 61.5%±4.0 | 53% ▲ |
Optimal v Elena Rybakina: +0.7±0.7 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +2.5 per 100 first serves in before the returner adjusts.
Elena Rybakina serving
Deuce court
| 1st serve | Now | Elena wins | v Daria | Matchup | Optimal |
|---|---|---|---|---|---|
| Wide | 39% | 71% | 63% | 68.1%±3.5 | 35% ▼ |
| Body | 11% | 63% | 52% | 57.3%±5.7 | 0% ▼ |
| T | 50% | 78% | 67% | 77.5%±3.2 | 65% ▲ |
Optimal v Daria Kasatkina: +0.8±0.6 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.
Ad court
| 1st serve | Now | Elena wins | v Daria | Matchup | Optimal |
|---|---|---|---|---|---|
| Wide | 55% | 78% | 60% | 74.0%±3.3 | 49% ▼ |
| Body | 9% | 61% | 56% | 61.0%±6.3 | 0% ▼ |
| T | 36% | 70% | 63% | 68.7%±3.8 | 51% ▲ |
Optimal v Daria Kasatkina: +0.5±0.6 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +3.1 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.
Daria Kasatkina returning
1st serve to the forehand
| Return | Now | Tour | Own | v Elena | Value |
|---|---|---|---|---|---|
| FH through the middle | 39% | +4.2 | +3.2 | −1.3 | +6.0±1.7 |
| FH crosscourt | 21% | +5.3 | +2.1 | −1.6 | +5.8±3.1 |
| FH slice through the middle | 17% | −6.7 | +0.9 | −0.4 | −6.2±1.9 |
| FH down the line | 12% | +1.5 | +6.0 | −1.6 | +6.0±3.8 |
| FH slice crosscourt | 9% | −6.6 | +1.7 | +1.6 | −3.3±2.5 |
Lean FH through the middle: +3.4±1.4 per 100 returns v the current mix (1118 returns charted)
1st serve to the backhand
| Return | Now | Tour | Own | v Elena | Value |
|---|---|---|---|---|---|
| BH through the middle | 49% | +6.0 | +2.8 | −0.8 | +8.1±1.5 |
| BH crosscourt | 28% | +7.7 | +2.8 | −2.4 | +8.1±2.4 |
| BH down the line | 12% | +2.2 | +3.5 | −2.3 | +3.4±3.8 |
| BH slice through the middle | 6% | −6.2 | +1.6 | −1.5 | −6.1±2.3 |
| BH slice crosscourt | 3% | −4.2 | −1.0 | −6.1 | −11.2±2.9 |
Lean BH crosscourt: +2.6±2.0 per 100 returns v the current mix (1078 returns charted)
2nd serve to the forehand
| Return | Now | Tour | Own | v Elena | Value |
|---|---|---|---|---|---|
| FH through the middle | 46% | −3.2 | +3.7 | −0.5 | −0.1±2.5 |
| FH crosscourt | 30% | +0.5 | +0.6 | +0.7 | +1.8±3.9 |
| FH down the line | 21% | −0.6 | +2.6 | −0.2 | +1.9±4.8 |
| FH slice through the middle | 4% | −15.2 | +1.3 | −1.9 | −15.8±2.2 |
Lean FH down the line: +1.6±4.1 per 100 returns v the current mix (226 returns charted, inside the 90% margin)
2nd serve to the backhand
| Return | Now | Tour | Own | v Elena | Value |
|---|---|---|---|---|---|
| BH through the middle | 35% | −2.6 | +1.9 | −0.5 | −1.2±1.8 |
| BH crosscourt | 31% | +1.5 | +1.1 | −0.3 | +2.3±2.4 |
| BH down the line | 15% | −0.5 | +0.7 | −1.8 | −1.6±4.2 |
| FH inside-out | 9% | +1.4 | +0.4 | −0.2 | +1.6±4.0 |
| FH through the middle | 7% | −2.7 | +1.3 | −0.5 | −1.9±2.2 |
| FH inside-in | 4% | +0.7 | +3.3 | +0.7 | +4.7±3.9 |
Lean FH inside-in: +4.5±4.0 per 100 returns v the current mix (596 returns charted)
Elena Rybakina returning
1st serve to the forehand
| Return | Now | Tour | Own | v Daria | Value |
|---|---|---|---|---|---|
| FH through the middle | 46% | +4.2 | −0.8 | +1.8 | +5.2±1.5 |
| FH down the line | 31% | +1.5 | −0.2 | +2.3 | +3.7±3.0 |
| FH crosscourt | 15% | +5.3 | +0.1 | +1.9 | +7.3±2.8 |
| FH slice through the middle | 5% | −6.7 | −3.4 | −0.2 | −10.3±2.5 |
| FH slice crosscourt | 2% | −6.6 | −0.6 | −1.1 | −8.3±2.7 |
Lean FH crosscourt: +3.5±2.7 per 100 returns v the current mix (2246 returns charted)
1st serve to the backhand
| Return | Now | Tour | Own | v Daria | Value |
|---|---|---|---|---|---|
| BH through the middle | 44% | +6.0 | ±0.0 | +0.3 | +6.4±1.5 |
| BH crosscourt | 22% | +7.7 | +1.7 | +3.5 | +13.0±2.3 |
| BH down the line | 19% | +2.2 | +0.2 | +0.8 | +3.2±3.5 |
| BH slice through the middle | 8% | −6.2 | −1.3 | +2.1 | −5.5±2.4 |
| BH slice crosscourt | 4% | −4.2 | −1.2 | −1.1 | −6.4±3.0 |
Lean BH crosscourt: +7.8±2.0 per 100 returns v the current mix (1613 returns charted)
2nd serve to the forehand
| Return | Now | Tour | Own | v Daria | Value |
|---|---|---|---|---|---|
| FH through the middle | 41% | −3.2 | −1.1 | +1.8 | −2.5±2.4 |
| FH crosscourt | 30% | +0.5 | +2.4 | +0.8 | +3.8±3.7 |
| FH down the line | 28% | −0.6 | −0.8 | +6.7 | +5.3±4.5 |
| FH slice through the middle | 2% | −15.2 | −0.7 | ±0.0 | −15.9±1.4 |
Lean FH down the line: +4.0±3.6 per 100 returns v the current mix (580 returns charted)
2nd serve to the backhand
| Return | Now | Tour | Own | v Daria | Value |
|---|---|---|---|---|---|
| BH crosscourt | 43% | +1.5 | +0.4 | +1.5 | +3.4±2.5 |
| BH through the middle | 40% | −2.6 | ±0.0 | +0.8 | −1.8±2.0 |
| BH down the line | 16% | −0.5 | +0.8 | −1.5 | −1.2±4.6 |
Lean BH crosscourt: +2.9±1.8 per 100 returns v the current mix (849 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 grass. Each player's grass record is shrunk toward their all-surface one, so a thin sample on it moves the numbers only a little.
Daria Kasatkina
Favour
| Shot | Edge | Own | Theirs |
|---|---|---|---|
| FH to the middle · serve +1 | +6.9±3.1 | +3.9 | +3.1 |
| BH to their backhand · return +1 | +5.8±4.5 | +2.6 | +3.2 |
| BH to their forehand · rally | +4.7±5.2 | +2.6 | +2.1 |
| BH slice to the middle · rally | +4.5±2.9 | +2.7 | +1.8 |
| FH slice to their forehand · rally | +4.3±4.9 | +3.7 | +0.5 |
| FH lob to the middle · rally | +4.1±3.0 | +1.9 | +2.2 |
Avoid
| Shot | Edge | Own | Theirs |
|---|---|---|---|
| FH slice to their backhand · rally | −4.4±5.2 | +2.7 | −7.1 |
| BH slice to their forehand · rally | −4.1±4.7 | +0.7 | −4.8 |
| BH lob to the middle · rally | −4.1±3.6 | −0.5 | −3.6 |
| FH to their backhand · rally | −2.4±4.3 | +3.8 | −6.2 |
| BH slice to their backhand · return +1 | −1.9±3.4 | +2.1 | −4.0 |
Elena Rybakina
Favour
| Shot | Edge | Own | Theirs |
|---|---|---|---|
| BH volley to their forehand · rally | +10.9±7.2 | +5.2 | +5.7 |
| FH to their backhand · rally | +8.1±4.3 | +4.9 | +3.3 |
| BH to their forehand · return +1 | +6.6±5.8 | −1.0 | +7.5 |
| FH to their backhand · return | +6.4±4.9 | −1.3 | +7.7 |
| BH to their backhand · return | +5.7±4.2 | +0.8 | +4.9 |
| BH volley to their backhand · rally | +5.0±7.0 | +5.5 | −0.6 |
Avoid
| Shot | Edge | Own | Theirs |
|---|---|---|---|
| FH slice to the middle · return | −6.3±3.0 | −6.1 | −0.2 |
| BH to the middle · rally | −3.6±2.9 | −4.6 | +0.9 |
| FH to the middle · rally | −3.2±3.1 | −3.4 | +0.2 |
| BH slice to their forehand · rally | −3.1±4.3 | −4.9 | +1.8 |
| BH to their forehand · return | −3.0±5.0 | −1.6 | −1.4 |
Against Elena Rybakina-like opponents
| Daria Kasatkina v | Matches | Serve pts won | Return pts won |
|---|---|---|---|
| All charted opponents | – | 52.8% | 45.4% |
| Players most similar to Elena Rybakina | 4 | 58.3% | 43.7% |
Similar by tactical fingerprint: Barbora Krejcikova, Anastasia Pavlyuchenkova, Veronika Kudermetova, Danielle Collins, Petra Kvitova, Caroline Garcia, Rebecca Marino, Anett Kontaveit, Johanna Konta, Coco Vandeweghe. When two players have rarely met, their records against these lookalikes fill the gap.