RallyIQ

Game plan

Sofia Kenin v Anett Kontaveit

Every number combines what Sofia Kenin does well with what Anett Kontaveit allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Sofia Kenin wins, best of 3 26%90%: 7%–57% · best of 5: 21%
Serve points won 56.2% / 61.2% Sofia / Anett · tour 55.0%
Strengths only, no similarity priors 25%serve 56.3% / 61.5%

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. At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers. The result is then nudged by Sofia Kenin's record against Anett Kontaveit's tactical lookalikes and in their charted head-to-heads (lookalikes: −0.3 on serve, +1.3 on return vs expectation (1370 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

CareerSofiaAnett
Direction choice+0.21 ±0.05
better than 86%
+0.16 ±0.07
better than 81%
Shot selection−0.43 ±0.07
better than 14%
+0.05 ±0.09
better than 51%
Execution+0.04 ±0.37
better than 63%
+0.27 ±0.43
better than 71%
Points left on the table2.39 ±0.07
lower than 77%
2.30 ±0.09
lower than 85%

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.

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.

Sofia Kenin serving

Deuce court

1st serveNowSofia winsv AnettMatchupOptimal
Wide47%67%68%68.4%±4.662% ▲
Body11%56%55%53.4%±7.40% ▼
T42%64%70%66.1%±4.938% ▼

Optimal v Anett Kontaveit: +0.8±0.8 per 100 first serves (faults included) over the current mix. Serving wide every time would read +2.7 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowSofia winsv AnettMatchupOptimal
Wide48%63%65%62.8%±5.042% ▼
Body10%53%55%51.6%±8.70% ▼
T43%65%62%62.0%±5.258% ▲

Optimal v Anett Kontaveit: +0.5±0.8 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +1.4 per 100 first serves in before the returner adjusts.

Anett Kontaveit serving

Deuce court

1st serveNowAnett winsv SofiaMatchupOptimal
Wide43%67%70%70.6%±4.343%
Body13%57%56%56.6%±7.60% ▼
T43%68%78%77.9%±4.157% ▲

Optimal v Sofia Kenin: +1.0±0.8 per 100 first serves (faults included) over the current mix. Serving T every time would read +6.0 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowAnett winsv SofiaMatchupOptimal
Wide47%67%72%73.0%±4.547%
Body17%61%57%62.4%±7.42% ▼
T36%66%69%70.5%±4.851% ▲

Optimal v Sofia Kenin: +1.0±0.9 per 100 first serves (faults included) over the current mix. Serving wide every time would read +2.7 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.

Sofia Kenin returning

1st serve to the forehand

ReturnNowTourOwnv AnettValue
FH through the middle38%+4.2−0.7−0.5+3.0±2.0
FH crosscourt29%+5.3−0.4+0.7+5.6±3.5
FH slice through the middle14%−6.7+1.0+1.2−4.6±2.3
FH down the line12%+1.5−5.1+0.3−3.2±4.2
FH slice crosscourt4%−6.6−1.5+2.6−5.5±2.8

Lean FH crosscourt: +4.5±2.7 per 100 returns v the current mix (1287 returns charted)

1st serve to the backhand

ReturnNowTourOwnv AnettValue
BH crosscourt38%+7.7−1.8+0.8+6.7±2.7
BH through the middle37%+6.0−1.8−0.7+3.5±2.0
BH slice through the middle9%−6.2−1.5−1.0−8.8±2.5
BH down the line8%+2.2−1.1−2.5−1.4±4.6
BH slice crosscourt6%−4.2−2.2−1.7−8.1±2.8

Lean BH crosscourt: +4.8±1.9 per 100 returns v the current mix (887 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv AnettValue
FH crosscourt51%+0.5+3.7−0.7+3.5±3.8
FH through the middle41%−3.2−1.6−1.5−6.2±2.6
FH down the line8%−0.6−1.4−1.9−3.9±5.0

Lean FH crosscourt: +4.6±2.2 per 100 returns v the current mix (395 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv AnettValue
BH crosscourt52%+1.5−1.4−2.8−2.6±2.9
BH through the middle35%−2.6−1.2−0.7−4.5±2.3
BH down the line10%−0.5+1.0+0.3+0.7±5.3
BH slice through the middle1%−11.7−0.8±0.0−12.5±1.1
BH slice crosscourt1%−7.5−0.8+0.2−8.1±1.8

Lean BH down the line: +3.8±5.0 per 100 returns v the current mix (546 returns charted, inside the 90% margin)

Anett Kontaveit returning

1st serve to the forehand

ReturnNowTourOwnv SofiaValue
FH through the middle43%+4.2−0.4−0.2+3.5±2.0
FH crosscourt35%+5.3−0.6+1.0+5.7±3.2
FH down the line10%+1.5−0.6−3.4−2.5±4.1
FH slice through the middle6%−6.7−1.6+1.2−7.2±2.4
FH slice crosscourt3%−6.6−0.3+1.7−5.2±2.6

Lean FH crosscourt: +3.5±2.3 per 100 returns v the current mix (556 returns charted)

1st serve to the backhand

ReturnNowTourOwnv SofiaValue
BH through the middle44%+6.0+0.5+1.4+7.9±1.8
BH crosscourt37%+7.7−0.3+0.1+7.5±2.6
BH down the line10%+2.2−0.2+1.3+3.3±4.1
BH slice through the middle4%−6.2−1.8−1.4−9.4±2.4
BH slice down the line3%−12.5−2.5−1.4−16.4±3.3

Lean BH through the middle: +2.2±1.4 per 100 returns v the current mix (580 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv SofiaValue
FH crosscourt48%+0.5+0.9−0.2+1.3±4.4
FH through the middle39%−3.2−3.1−0.6−6.9±2.8
FH down the line13%−0.6−2.4−0.3−3.3±4.7

Lean FH crosscourt: +3.7±2.6 per 100 returns v the current mix (106 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv SofiaValue
BH crosscourt43%+1.5±0.0±0.0+1.5±2.9
BH through the middle35%−2.6−1.0−0.1−3.8±2.1
BH down the line21%−0.5+4.9−0.3+4.0±4.7

Lean BH down the line: +3.8±4.0 per 100 returns v the current mix (309 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.

Sofia Kenin

Favour

ShotEdgeOwnTheirs
BH to their backhand · return +1+5.4±4.1+1.4+4.0
BH to their forehand · serve +1+5.2±5.8−0.2+5.4
BH to their forehand · rally+4.2±5.3+3.5+0.7
FH to the middle · rally+3.0±2.9+0.1+3.0
FH slice to the middle · return+2.1±3.2+1.5+0.7
FH to their backhand · rally+1.5±4.5−1.5+2.9

Avoid

ShotEdgeOwnTheirs
BH to their forehand · return +1−8.7±6.0−3.2−5.6
BH to the middle · return−7.3±3.0−3.9−3.4
FH to their backhand · return−4.8±5.1−4.0−0.8
BH to their backhand · rally−4.7±3.5−2.2−2.5
BH slice to their backhand · rally−4.4±3.4−3.6−0.8

Anett Kontaveit

Favour

ShotEdgeOwnTheirs
FH to their forehand · rally+3.7±4.0+1.5+2.1
BH to the middle · return+3.7±2.7+1.0+2.7
BH to their forehand · return+3.6±5.3+4.1−0.5
FH to their forehand · serve +1+3.1±4.7+1.4+1.7
BH to their backhand · serve +1+3.1±4.2−0.3+3.4
FH to their forehand · return+2.4±5.1+1.6+0.8

Avoid

ShotEdgeOwnTheirs
FH to their backhand · return−5.5±5.2−1.6−3.9
BH to the middle · rally−4.3±2.8−3.4−0.9
BH to the middle · return +1−4.0±3.0−2.5−1.4
BH to their backhand · rally−3.4±3.7−4.0+0.6
BH to their forehand · serve +1−3.4±5.9−3.7+0.4

Against Anett Kontaveit-like opponents

Sofia Kenin vMatchesServe pts wonReturn pts won
All charted opponents–57.8%40.1%
Players most similar to Anett Kontaveit9 56.7%40.4%

Similar by tactical fingerprint: Anastasia Potapova, Karolina Pliskova, Iga Swiatek, Ekaterina Alexandrova, Magda Linette, Barbora Krejcikova, Shuai Zhang, Veronika Kudermetova, Eugenie Bouchard, Johanna Konta. When two players have rarely met, their records against these lookalikes fill the gap.