RallyIQ

Game plan

Dominik Koepfer v Ilya Ivashka

Every number combines what Dominik Koepfer does well with what Ilya Ivashka allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Dominik Koepfer wins, best of 3 48%90%: 16%–82% · best of 5: 48%
Serve points won 63.5% / 63.8% Dominik / Ilya · tour 65.7%
Strengths only, no similarity priors 48%serve 63.5% / 63.8%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Dominik Koepfer's record against Ilya Ivashka's tactical lookalikes and in their charted head-to-heads. 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

CareerDominikIlya
Direction choice−0.23 ±0.20
better than 10%
−0.11 ±0.12
better than 29%
Shot selection−0.11 ±0.20
better than 38%
+0.61 ±0.15
better than 95%
Execution−0.13 ±0.61
better than 61%
−0.95 ±0.51
better than 26%
Points left on the table3.06 ±0.19
lower than 17%
2.34 ±0.15
lower than 80%

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.

Dominik Koepfer serving

Deuce court

1st serveNowDominik winsv IlyaMatchupOptimal
Wide30%72%70%69.3%±9.817% ▼
Body25%62%69%68.1%±11.725%
T45%67%78%70.4%±9.158% ▲

Optimal v Ilya Ivashka: +0.2±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +0.9 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowDominik winsv IlyaMatchupOptimal
Wide48%75%78%80.3%±6.961% ▲
Body22%66%60%62.5%±13.79% ▼
T30%75%74%77.3%±8.630%

Optimal v Ilya Ivashka: +0.9±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +4.8 per 100 first serves in before the returner adjusts.

Ilya Ivashka serving

Deuce court

1st serveNowIlya winsv DominikMatchupOptimal
Wide41%72%75%75.0%±7.354% ▲
Body20%63%65%64.6%±13.47% ▼
T39%71%81%78.7%±8.439%

Optimal v Dominik Koepfer: +1.0±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +4.4 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowIlya winsv DominikMatchupOptimal
Wide48%68%71%66.3%±9.549%
Body15%61%56%53.1%±15.02% ▼
T36%66%74%67.4%±8.949% ▲

Optimal v Dominik Koepfer: +0.9±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +2.8 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.

Dominik Koepfer returning

1st serve to the forehand

ReturnNowTourOwnv IlyaValue
FH through the middle45%+4.3+0.7+2.1+7.0±2.9
FH crosscourt24%+5.5+2.1−0.1+7.6±4.4
FH slice through the middle14%−4.2+1.1−0.8−3.9±2.0
FH down the line11%+1.7−2.0+1.3+1.0±4.3
FH slice crosscourt6%−4.3+0.4±0.0−3.9±1.6

Lean FH crosscourt: +3.2±3.6 per 100 returns v the current mix (177 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv IlyaValue
BH through the middle43%+6.4+1.5+1.1+9.0±2.7
BH slice through the middle20%−4.2−0.5+1.5−3.1±2.4
BH down the line14%+4.2−2.1−3.0−0.8±4.6
BH crosscourt11%+8.8+0.7+0.6+10.2±3.4
BH slice crosscourt7%+0.5−0.1−1.5−1.1±2.3

Lean BH crosscourt: +6.4±3.4 per 100 returns v the current mix (256 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv IlyaValue
FH through the middle39%−3.5−1.0+0.1−4.4±2.9
FH crosscourt21%−0.2+0.5+1.2+1.5±4.0
FH down the line18%−1.8−0.8−1.2−3.8±4.3
FH slice through the middle11%−12.7+0.7±0.0−12.0±1.2
FH slice crosscourt10%−12.5+0.7±0.0−11.8±1.5

Lean FH crosscourt: +6.1±3.5 per 100 returns v the current mix (71 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv IlyaValue
BH through the middle61%−2.9+1.2−1.1−2.7±2.5
BH crosscourt25%+1.0−1.3−3.1−3.4±3.1
BH down the line9%−0.2+2.6+1.1+3.5±4.5
FH through the middle4%−2.9+0.6+0.1−2.2±2.0

Lean BH through the middle: −0.4±1.3 per 100 returns v the current mix (137 returns charted, inside the 90% margin)

Ilya Ivashka returning

1st serve to the forehand

ReturnNowTourOwnv DominikValue
FH through the middle53%+4.3−0.5+0.9+4.7±2.9
FH down the line27%+1.7−2.0−3.2−3.5±4.4
FH crosscourt20%+5.5−0.6−0.8+4.1±4.4

Lean FH through the middle: +2.3±2.0 per 100 returns v the current mix (171 returns charted)

1st serve to the backhand

ReturnNowTourOwnv DominikValue
BH through the middle45%+6.4−0.5+1.1+7.0±2.7
BH crosscourt25%+8.8−1.4+3.1+10.5±3.6
BH down the line10%+4.2−0.6+0.5+4.2±4.3
BH slice through the middle10%−4.2−1.1+1.8−3.5±2.3
BH slice crosscourt6%+0.5−3.6+2.3−0.8±2.6

Lean BH crosscourt: +5.2±3.0 per 100 returns v the current mix (155 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv DominikValue
FH through the middle58%−3.5+0.4+0.6−2.5±2.8
FH crosscourt28%−0.2+0.1+0.2±0.0±4.1
FH down the line14%−1.8+1.9+0.4+0.5±3.9

Lean FH through the middle: −1.1±1.7 per 100 returns v the current mix (50 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv DominikValue
BH through the middle48%−2.9−0.5−2.2−5.5±2.5
BH crosscourt46%+1.0+1.5+0.2+2.6±3.2
BH down the line6%−0.2+0.6+0.4+0.7±4.1

Lean BH crosscourt: +4.0±2.1 per 100 returns v the current mix (111 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.

Dominik Koepfer

Favour

ShotEdgeOwnTheirs
FH to their backhand · return+3.5±4.1+2.8+0.8
FH to the middle · rally+3.5±2.9+1.9+1.6
FH to the middle · return+2.3±3.4+0.7+1.6
BH to the middle · return+2.1±3.1+1.9+0.3
BH to their forehand · rally+2.0±5.1+3.2−1.2
FH to their backhand · return +1+1.4±5.2+2.3−0.9

Avoid

ShotEdgeOwnTheirs
FH to their forehand · serve +1−4.9±5.1−2.4−2.5
BH to their backhand · rally−1.0±3.7−0.6−0.4
BH to the middle · rally−0.5±2.7−1.0+0.5
FH to their backhand · rally−0.4±4.0−2.3+1.9
FH to their forehand · rally−0.2±4.3−2.3+2.1

Ilya Ivashka

Favour

ShotEdgeOwnTheirs
FH to the middle · return +1+4.4±2.8+4.0+0.5
BH to their forehand · rally+4.3±5.1+3.9+0.4
BH to the middle · rally+2.1±2.6+0.4+1.6
FH to the middle · return+1.8±3.4±0.0+1.8
FH to their backhand · rally+1.7±3.8−0.3+2.1
FH to the middle · rally+1.5±3.1−0.3+1.8

Avoid

ShotEdgeOwnTheirs
BH to their backhand · rally−5.3±3.6−1.1−4.2
FH to their forehand · return +1−3.2±4.3−0.5−2.7
FH to their forehand · serve +1−2.8±4.9−1.7−1.1
FH to their backhand · return−2.7±4.9−1.1−1.6
FH to their forehand · rally−1.7±4.2+0.8−2.5

Against Ilya Ivashka-like opponents

Dominik Koepfer vMatchesServe pts wonReturn pts won
All charted opponents–63.6%33.3%

Similar by tactical fingerprint: Jannik Sinner, Gael Monfils, Tommy Paul, Marcos Giron, Taylor Fritz, Miomir Kecmanovic, Luca Nardi, Daniel Elahi Galan, Radu Albot, Emil Ruusuvuori. When two players have rarely met, their records against these lookalikes fill the gap.