RallyIQ

Game plan

Mikhail Kukushkin v Jarkko Nieminen

Every number combines what Mikhail Kukushkin does well with what Jarkko Nieminen allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Mikhail Kukushkin wins, best of 3 64%90%: 37%–85% · best of 5: 67%
Serve points won 64.7% / 61.9% Mikhail / Jarkko · tour 63.8%
Strengths only, no similarity priors 63%serve 64.6% / 61.9%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Mikhail Kukushkin's record against Jarkko Nieminen's tactical lookalikes and in their charted head-to-heads (lookalikes: +0.8 on serve, +1.0 on return vs expectation (242 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

CareerMikhailJarkko
Direction choice−0.01 ±0.12
better than 54%
−0.26 ±0.13
better than 8%
Shot selection−0.15 ±0.17
better than 33%
−0.02 ±0.27
better than 51%
Execution−0.47 ±0.63
better than 46%
+0.34 ±0.76
better than 80%
Points left on the table2.16 ±0.18
lower than 95%
3.24 ±0.24
lower than 12%

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.

Mikhail Kukushkin serving

Deuce court

1st serveNowMikhail winsv JarkkoMatchupOptimal
Wide48%69%71%67.6%±8.146% ▼
Body12%57%61%54.7%±13.90% ▼
T40%71%81%77.9%±8.054% ▲

Optimal v Jarkko Nieminen: +1.2±1.0 per 100 first serves (faults included) over the current mix. Serving T every time would read +7.6 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowMikhail winsv JarkkoMatchupOptimal
Wide52%67%78%72.8%±8.665% ▲
Body15%57%67%60.9%±13.22% ▼
T33%65%77%70.7%±9.433%

Optimal v Jarkko Nieminen: +0.7±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +2.4 per 100 first serves in before the returner adjusts.

Jarkko Nieminen serving

Deuce court

1st serveNowJarkko winsv MikhailMatchupOptimal
Wide41%62%69%57.6%±9.942%
Body18%58%53%46.7%±13.35% ▼
T40%65%80%71.0%±8.353% ▲

Optimal v Mikhail Kukushkin: +1.5±1.0 per 100 first serves (faults included) over the current mix. Serving T every time would read +10.0 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowJarkko winsv MikhailMatchupOptimal
Wide52%59%72%58.6%±8.841% ▼
Body11%64%73%73.2%±11.924% ▲
T37%69%69%65.0%±9.835% ▼

Optimal v Mikhail Kukushkin: +0.1±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving body every time would read +10.6 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.

Mikhail Kukushkin returning

1st serve to the forehand

ReturnNowTourOwnv JarkkoValue
FH through the middle46%+4.3+0.3−1.3+3.2±2.9
FH crosscourt24%+5.5+2.5+1.9+9.9±4.4
FH down the line22%+1.7+0.2−5.3−3.5±4.5
FH slice through the middle7%−4.2−0.9+1.8−3.3±2.1
FH slice down the line2%−4.3−0.2±0.0−4.4±1.3

Lean FH crosscourt: +7.1±3.7 per 100 returns v the current mix (283 returns charted)

1st serve to the backhand

ReturnNowTourOwnv JarkkoValue
BH crosscourt32%+8.8−3.2+2.6+8.2±3.6
BH through the middle31%+6.4+0.5+1.9+8.8±2.8
BH slice through the middle16%−4.2+0.9+2.1−1.2±2.5
BH slice crosscourt15%+0.5−3.4+1.5−1.4±2.9
BH down the line4%+4.2−0.9+1.3+4.6±4.1

Lean BH through the middle: +3.9±2.4 per 100 returns v the current mix (268 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv JarkkoValue
FH through the middle49%−3.5+0.9−1.8−4.4±2.9
FH down the line33%−1.8+3.6−0.8+1.0±4.4
FH crosscourt18%−0.2−0.4+0.7+0.1±3.9

Lean FH down the line: +2.8±3.4 per 100 returns v the current mix (55 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv JarkkoValue
BH through the middle44%−2.9+0.6−0.2−2.4±2.5
BH crosscourt40%+1.0−3.5−2.3−4.8±3.2
BH down the line16%−0.2+2.0+1.6+3.4±4.2

Lean BH down the line: +5.8±3.9 per 100 returns v the current mix (136 returns charted)

Jarkko Nieminen returning

1st serve to the forehand

ReturnNowTourOwnv MikhailValue
FH through the middle46%+4.3−3.4+2.4+3.2±2.9
FH down the line20%+1.7+1.5+2.5+5.7±4.4
FH crosscourt16%+5.5−1.8+3.5+7.2±4.2
FH slice through the middle13%−4.2+0.1+1.9−2.2±2.2
FH slice down the line4%−4.3+0.7+2.2−1.4±2.5

Lean FH crosscourt: +3.7±3.9 per 100 returns v the current mix (123 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv MikhailValue
BH through the middle36%+6.4+0.1+0.7+7.2±2.7
BH slice through the middle20%−4.2+0.5+1.9−1.8±2.5
BH crosscourt20%+8.8−2.0+1.8+8.6±3.5
BH slice down the line9%−8.4+0.1+0.3−8.0±3.2
BH down the line8%+4.2+3.1+0.3+7.6±4.1

Lean BH crosscourt: +4.8±3.0 per 100 returns v the current mix (153 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv MikhailValue
FH through the middle44%−3.5−0.5+0.5−3.5±2.8
FH crosscourt28%−0.2+0.8+2.0+2.5±4.0
FH down the line28%−1.8+1.6+0.1−0.1±4.3

Lean FH crosscourt: +3.4±3.4 per 100 returns v the current mix (54 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv MikhailValue
BH through the middle51%−2.9+1.7−0.5−1.7±2.4
BH crosscourt32%+1.0−1.1−0.6−0.7±3.3
BH down the line10%−0.2±0.0+1.1+0.9±4.3
FH through the middle7%−2.9+0.2+0.5−2.3±2.1

Lean BH crosscourt: +0.5±2.6 per 100 returns v the current mix (101 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 hard. Each player's hard record is shrunk toward their all-surface one, so a thin sample on it moves the numbers only a little.

Mikhail Kukushkin

Favour

ShotEdgeOwnTheirs
FH to their forehand · serve +1+8.7±5.1+0.8+7.8
FH to their backhand · rally+6.6±2.9+0.3+6.3
FH to their forehand · return +1+5.2±6.1−0.4+5.6
FH to their backhand · return +1+4.7±5.4−1.0+5.8
BH to their forehand · rally+4.4±4.8+2.2+2.3
BH to the middle · return+3.6±3.4+0.3+3.3

Avoid

ShotEdgeOwnTheirs
FH to their forehand · return−3.8±6.5+1.7−5.5
BH to the middle · rally−3.1±2.9+0.6−3.7
BH to their backhand · rally−2.9±3.3±0.0−2.9
FH to the middle · rally−1.8±3.0−1.2−0.6
FH to the middle · return−0.5±3.4+1.1−1.6

Jarkko Nieminen

Favour

ShotEdgeOwnTheirs
FH to their backhand · rally+4.4±3.6+1.6+2.8
FH to the middle · rally+3.4±2.9+1.4+2.0
BH to the middle · serve +1+3.1±3.9+1.8+1.4
BH to the middle · return+3.0±2.9+2.3+0.6
FH to their forehand · serve +1+2.3±5.4+1.0+1.3
BH to their forehand · return+0.8±6.8+0.4+0.5

Avoid

ShotEdgeOwnTheirs
BH to their backhand · serve +1−3.9±4.7−1.3−2.5
FH to their backhand · serve +1−2.9±4.8−4.0+1.1
FH to the middle · return−2.1±3.4−4.5+2.3
BH to the middle · rally−1.9±2.6−2.6+0.7
BH to their forehand · rally−1.5±4.9−0.5−1.0

Against Jarkko Nieminen-like opponents

Mikhail Kukushkin vMatchesServe pts wonReturn pts won
All charted opponents–60.9%35.1%
Players most similar to Jarkko Nieminen1 58.2%35.8%

Similar by tactical fingerprint: Learner Tien, Valentin Vacherot, Novak Djokovic, Karen Khachanov, Alex Michelsen, Kei Nishikori, Denis Istomin, Viktor Troicki, Nikolay Davydenko. When two players have rarely met, their records against these lookalikes fill the gap.