Game plan

Karolina Muchova v Maria Sakkari

Every number combines what Karolina Muchova does well with what Maria Sakkari allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Karolina Muchova wins, best of 3 68%90%: 37%–89% · best of 5: 72%

Serve points won 61.3% / 57.7% Karolina / Maria · tour 56.4%

Strengths only, no similarity priors 62%serve 60.8% / 58.5%

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 Karolina Muchova's record against Maria Sakkari's tactical lookalikes and in their charted head-to-heads (lookalikes: +1.5 on serve, +1.8 on return vs expectation (633 points); head-to-head: +2.6 on serve, +3.4 on return vs expectation (398 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	Karolina	Maria
Direction choice	−0.01 ±0.05 better than 52%	+0.01 ±0.06 better than 54%
Shot selection	−0.17 ±0.09 better than 30%	+0.36 ±0.08 better than 85%
Execution	+0.22 ±0.28 better than 70%	−0.34 ±0.33 better than 42%
Points left on the table	2.88 ±0.08 lower than 18%	2.52 ±0.08 lower than 63%

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: Karolina Muchova −0.48, Maria Sakkari −1.62. 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.

Karolina Muchova serving

Deuce court

1st serve	Now	Karolina wins	v Maria	Matchup	Optimal
Wide	40%	68%	63%	65.3%±4.2	40%
Body	22%	58%	57%	57.8%±5.8	7% ▼
T	38%	74%	69%	75.5%±3.9	53% ▲

Optimal v Maria Sakkari: +1.6±0.7 per 100 first serves (faults included) over the current mix. Serving T every time would read +7.9 per 100 first serves in before the returner adjusts.

Ad court

1st serve	Now	Karolina wins	v Maria	Matchup	Optimal
Wide	48%	68%	66%	69.1%±4.1	63% ▲
Body	14%	57%	57%	57.0%±7.2	0% ▼
T	39%	67%	67%	70.0%±4.2	37% ▼

Optimal v Maria Sakkari: +0.7±0.8 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +2.2 per 100 first serves in before the returner adjusts.

Maria Sakkari serving

Deuce court

1st serve	Now	Maria wins	v Karolina	Matchup	Optimal
Wide	41%	64%	65%	62.8%±4.2	36% ▼
Body	16%	59%	58%	59.9%±5.9	7% ▼
T	42%	73%	69%	73.4%±4.1	57% ▲

Optimal v Karolina Muchova: +0.5±0.6 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +6.6 per 100 first serves in before the returner adjusts.

Ad court

1st serve	Now	Maria wins	v Karolina	Matchup	Optimal
Wide	37%	62%	66%	62.1%±4.4	37%
Body	15%	61%	54%	58.4%±6.7	0% ▼
T	48%	69%	64%	68.1%±4.3	63% ▲

Optimal v Karolina Muchova: +0.8±0.8 per 100 first serves (faults included) over the current mix. Serving T every time would read +3.7 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.

Karolina Muchova returning

1st serve to the forehand

Return	Now	Tour	Own	v Maria	Value
FH through the middle	41%	+4.2	+1.1	−1.1	+4.2±1.8
FH slice through the middle	18%	−6.7	+3.0	−0.6	−4.3±2.2
FH crosscourt	15%	+5.3	−0.7	−3.5	+1.2±3.5
FH down the line	14%	+1.5	−2.9	−1.8	−3.1±3.8
FH slice crosscourt	9%	−6.6	+2.2	−0.9	−5.4±2.7

Lean FH through the middle: +4.3±1.4 per 100 returns v the current mix (1182 returns charted)

1st serve to the backhand

Return	Now	Tour	Own	v Maria	Value
BH through the middle	46%	+6.0	−0.4	−1.4	+4.2±1.6
BH crosscourt	20%	+7.7	+0.9	+2.1	+10.7±2.6
BH slice through the middle	14%	−6.2	+0.2	−0.4	−6.5±2.4
BH down the line	12%	+2.2	−1.2	−0.2	+0.8±3.9
BH slice crosscourt	5%	−4.2	−0.8	−0.5	−5.4±3.0

Lean BH crosscourt: +8.1±2.3 per 100 returns v the current mix (1188 returns charted)

2nd serve to the forehand

Return	Now	Tour	Own	v Maria	Value
FH through the middle	43%	−3.2	−1.4	−0.1	−4.7±2.6
FH crosscourt	28%	+0.5	−0.4	−1.0	−0.8±4.1
FH down the line	21%	−0.6	−1.9	+1.4	−1.2±5.2
FH slice through the middle	5%	−15.2	+0.1	±0.0	−15.1±2.0
FH slice crosscourt	3%	−14.9	+1.3	±0.0	−13.6±1.3

Lean FH crosscourt: +2.9±3.3 per 100 returns v the current mix (247 returns charted, inside the 90% margin)

2nd serve to the backhand

Return	Now	Tour	Own	v Maria	Value
BH through the middle	40%	−2.6	+1.0	+0.1	−1.5±1.9
BH crosscourt	31%	+1.5	−0.4	+0.6	+1.8±2.8
BH down the line	20%	−0.5	−0.3	+0.4	−0.4±4.5
FH inside-in	5%	+0.7	−1.9	−1.0	−2.1±4.3
FH through the middle	3%	−2.7	+1.7	−0.1	−1.1±2.2

Lean BH crosscourt: +2.0±2.2 per 100 returns v the current mix (582 returns charted, inside the 90% margin)

Maria Sakkari returning

1st serve to the forehand

Return	Now	Tour	Own	v Karolina	Value
FH through the middle	44%	+4.2	−0.2	−0.1	+3.9±1.8
FH crosscourt	20%	+5.3	−3.5	−1.4	+0.5±3.5
FH down the line	14%	+1.5	+1.9	−0.7	+2.7±3.8
FH slice through the middle	12%	−6.7	−1.9	−1.7	−10.4±2.3
FH slice crosscourt	7%	−6.6	−2.2	−2.5	−11.3±2.8

Lean FH through the middle: +3.8±1.4 per 100 returns v the current mix (1015 returns charted)

1st serve to the backhand

Return	Now	Tour	Own	v Karolina	Value
BH through the middle	48%	+6.0	+0.1	+0.1	+6.2±1.6
BH crosscourt	36%	+7.7	−1.4	+0.3	+6.6±2.4
BH down the line	10%	+2.2	−4.6	+0.2	−2.2±4.1
BH slice through the middle	4%	−6.2	−3.6	−1.1	−11.0±2.5
BH slice crosscourt	3%	−4.2	−3.6	−2.1	−9.8±3.0

Lean BH crosscourt: +2.3±1.7 per 100 returns v the current mix (954 returns charted)

2nd serve to the forehand

Return	Now	Tour	Own	v Karolina	Value
FH through the middle	58%	−3.2	−3.7	+0.5	−6.3±2.4
FH crosscourt	32%	+0.5	−1.9	−3.9	−5.3±3.9
FH down the line	10%	−0.6	−1.1	−1.0	−2.7±4.6

Lean FH down the line: +2.9±4.6 per 100 returns v the current mix (250 returns charted, inside the 90% margin)

2nd serve to the backhand

Return	Now	Tour	Own	v Karolina	Value
BH crosscourt	40%	+1.5	−0.7	−1.3	−0.5±2.7
BH through the middle	38%	−2.6	−1.1	−0.7	−4.3±2.0
BH down the line	14%	−0.5	+0.5	−2.0	−2.1±4.9
FH through the middle	5%	−2.7	−1.9	+0.5	−4.0±2.2
FH inside-in	2%	+0.7	±0.0	−3.9	−3.2±3.4

Lean BH crosscourt: +1.9±1.9 per 100 returns v the current mix (509 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.