RallyIQ

Game plan

Leylah Fernandez v Marta Kostyuk

Every number combines what Leylah Fernandez does well with what Marta Kostyuk allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Leylah Fernandez wins, best of 3 18%90%: 4%–46% · best of 5: 13%
Serve points won 49.5% / 56.3% Leylah / Marta · tour 55.1%
Strengths only, no similarity priors 19%serve 49.5% / 56.1%

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 Leylah Fernandez's record against Marta Kostyuk's tactical lookalikes and in their charted head-to-heads (lookalikes: −0.2 on serve, −0.9 on return vs expectation (591 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

CareerLeylahMarta
Direction choice−0.17 ±0.06
better than 23%
−0.06 ±0.05
better than 43%
Shot selection+0.22 ±0.11
better than 69%
+0.13 ±0.09
better than 60%
Execution+0.34 ±0.42
better than 74%
−0.34 ±0.29
better than 41%
Points left on the table3.33 ±0.10
lower than 3%
2.69 ±0.07
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: Leylah Fernandez −0.79, Marta Kostyuk +0.44. 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.

Leylah Fernandez serving

Deuce court

1st serveNowLeylah winsv MartaMatchupOptimal
Wide35%69%63%66.7%±5.051% ▲
Body19%57%57%56.2%±6.64% ▼
T45%64%68%64.6%±4.845%

Optimal v Marta Kostyuk: +0.6±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +3.0 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowLeylah winsv MartaMatchupOptimal
Wide54%69%64%66.7%±4.569% ▲
Body16%55%58%56.4%±7.41% ▼
T30%71%61%68.1%±5.530%

Optimal v Marta Kostyuk: +0.6±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +2.6 per 100 first serves in before the returner adjusts.

Marta Kostyuk serving

Deuce court

1st serveNowMarta winsv LeylahMatchupOptimal
Wide36%70%67%71.6%±4.251% ▲
Body24%60%58%60.6%±6.09% ▼
T40%72%69%72.9%±4.840%

Optimal v Leylah Fernandez: +1.2±0.8 per 100 first serves (faults included) over the current mix. Serving T every time would read +3.4 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowMarta winsv LeylahMatchupOptimal
Wide47%73%69%76.0%±4.162% ▲
Body26%58%53%54.8%±6.911% ▼
T27%64%66%65.9%±5.327%

Optimal v Leylah Fernandez: +1.5±0.8 per 100 first serves (faults included) over the current mix. Serving wide every time would read +8.2 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.

Leylah Fernandez returning

1st serve to the forehand

ReturnNowTourOwnv MartaValue
FH through the middle48%+4.2+2.6+0.7+7.5±2.0
FH crosscourt29%+5.3+1.3−2.7+3.9±3.5
FH down the line20%+1.5−3.0−3.9−5.4±3.9
FH slice through the middle2%−6.7−0.4−0.7−7.9±2.2
FH slice down the line1%−10.5−1.0−3.3−14.7±2.8

Lean FH through the middle: +4.1±1.6 per 100 returns v the current mix (626 returns charted)

1st serve to the backhand

ReturnNowTourOwnv MartaValue
BH through the middle45%+6.0−1.6−0.2+4.3±1.7
BH crosscourt24%+7.7+0.7−2.8+5.6±2.9
BH down the line11%+2.2−1.0−1.5−0.3±3.9
BH slice through the middle10%−6.2−0.3−2.3−8.8±2.4
BH slice crosscourt6%−4.2−1.9−1.6−7.6±3.0

Lean BH crosscourt: +4.7±2.4 per 100 returns v the current mix (845 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv MartaValue
FH crosscourt44%+0.5±0.0−2.4−1.9±3.9
FH through the middle39%−3.2+3.1+0.3+0.2±2.5
FH down the line17%−0.6+0.6−2.3−2.2±4.4

Lean FH through the middle: +1.4±2.4 per 100 returns v the current mix (186 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv MartaValue
BH through the middle45%−2.6+1.0−0.1−1.7±2.2
BH crosscourt34%+1.5±0.0−1.3+0.2±3.4
BH down the line15%−0.5+1.5−2.8−1.9±4.7
FH through the middle3%−2.7+0.1+0.3−2.2±1.8
BH slice through the middle1%−11.7−0.9−1.0−13.6±1.6

Lean BH crosscourt: +1.5±2.5 per 100 returns v the current mix (406 returns charted, inside the 90% margin)

Marta Kostyuk returning

1st serve to the forehand

ReturnNowTourOwnv LeylahValue
FH through the middle41%+4.2+0.6±0.0+4.7±1.9
FH crosscourt19%+5.3+0.5+0.9+6.7±3.5
FH slice through the middle17%−6.7+1.4−0.5−5.9±2.3
FH down the line12%+1.5+4.8−1.5+4.8±4.1
FH slice crosscourt8%−6.6+0.9+1.2−4.5±2.7

Lean FH crosscourt: +4.6±3.0 per 100 returns v the current mix (1346 returns charted)

1st serve to the backhand

ReturnNowTourOwnv LeylahValue
BH through the middle52%+6.0−0.2+1.2+7.0±1.7
BH crosscourt29%+7.7−2.1+2.6+8.2±2.7
BH down the line10%+2.2−1.1−3.0−1.9±4.2
BH slice through the middle4%−6.2−0.1−1.7−8.0±2.5
BH slice crosscourt3%−4.2−0.7−1.9−6.8±3.0

Lean BH crosscourt: +3.1±2.1 per 100 returns v the current mix (969 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv LeylahValue
FH through the middle41%−3.2+1.5+0.2−1.5±2.6
FH crosscourt28%+0.5−1.0−0.3−0.8±4.3
FH down the line25%−0.6+0.7−4.7−4.6±5.0
FH slice through the middle4%−15.2+0.6+0.3−14.3±2.1
FH slice crosscourt2%−14.9+0.6±0.0−14.3±1.5

Lean FH crosscourt: +2.1±3.5 per 100 returns v the current mix (362 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv LeylahValue
BH through the middle46%−2.6−2.6+1.7−3.5±2.1
BH crosscourt30%+1.5−1.1−2.1−1.7±3.3
BH down the line19%−0.5+1.0−2.0−1.6±5.0
FH inside-out2%+1.4±0.0−4.7−3.3±3.7
FH through the middle1%−2.7−0.2+0.2−2.7±2.0

Lean BH down the line: +1.0±4.3 per 100 returns v the current mix (471 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 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.

Leylah Fernandez

Favour

ShotEdgeOwnTheirs
BH to their forehand · rally+2.7±4.4+4.5−1.8
FH to their backhand · serve +1+1.8±4.0+3.4−1.6
FH to their backhand · return+1.8±4.4+2.7−0.8
FH to the middle · return+1.5±2.6+2.4−0.9
FH to the middle · rally+1.4±2.6+0.9+0.5
FH volley to their backhand · rally+1.2±8.4+2.3−1.2

Avoid

ShotEdgeOwnTheirs
BH slice to their backhand · rally−9.9±3.9−5.9−4.0
BH slice to their forehand · rally−6.9±4.9−3.7−3.1
FH to their forehand · return−6.7±4.7−1.5−5.2
BH slice to the middle · rally−6.7±3.2−2.9−3.7
BH slice to the middle · return−5.6±3.3−1.5−4.1

Marta Kostyuk

Favour

ShotEdgeOwnTheirs
FH slice to their backhand · rally+6.0±5.3+3.7+2.3
BH to their forehand · return+4.7±5.1+3.6+1.1
BH to the middle · serve +1+4.2±2.9+2.2+2.0
FH to their backhand · return+4.2±4.7+2.6+1.6
FH to their forehand · serve +1+4.0±4.3+1.3+2.6
FH to their forehand · rally+3.6±3.5−0.1+3.7

Avoid

ShotEdgeOwnTheirs
BH to their backhand · return−4.8±3.7−0.8−4.0
BH slice to their forehand · rally−4.6±5.0−4.6±0.0
BH slice to the middle · rally−3.0±3.1−2.5−0.5
BH to the middle · rally−3.0±2.3−1.5−1.4
BH to their forehand · serve +1−2.9±5.8−4.5+1.6

Against Marta Kostyuk-like opponents

Leylah Fernandez vMatchesServe pts wonReturn pts won
All charted opponents–58.9%41.8%
Players most similar to Marta Kostyuk4 58.1%42.7%

Similar by tactical fingerprint: Alexandra Eala, Diana Shnaider, Xin Yu Wang, Bianca Andreescu, Jasmine Paolini, Olga Danilovic, Kaja Juvan, Katie Boulter, Nao Hibino. When two players have rarely met, their records against these lookalikes fill the gap.