RallyIQ

Game plan

Anhelina Kalinina v Magda Linette

Every number combines what Anhelina Kalinina does well with what Magda Linette allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Anhelina Kalinina wins, best of 3 48%90%: 22%–75% · best of 5: 47%
Serve points won 56.7% / 57.1% Anhelina / Magda · tour 56.3%
Strengths only, no similarity priors 48%serve 56.7% / 57.1%

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. At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Anhelina Kalinina's record against Magda Linette'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

CareerAnhelinaMagda
Direction choice+0.24 ±0.10
better than 90%
+0.27 ±0.05
better than 93%
Shot selection−0.03 ±0.17
better than 44%
+0.36 ±0.07
better than 84%
Execution+0.47 ±0.64
better than 78%
−0.20 ±0.32
better than 48%
Points left on the table2.11 ±0.10
lower than 98%
2.20 ±0.07
lower than 94%

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: Anhelina Kalinina +1.40, Magda Linette +0.67. 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.

Anhelina Kalinina serving

Deuce court

1st serveNowAnhelina winsv MagdaMatchupOptimal
Wide39%61%67%61.9%±6.524% ▼
Body27%55%64%61.4%±7.127%
T34%64%72%68.6%±6.649% ▲

Optimal v Magda Linette: +0.6±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +4.6 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowAnhelina winsv MagdaMatchupOptimal
Wide50%63%68%65.7%±6.050%
Body25%51%64%58.8%±8.29% ▼
T25%62%67%65.6%±7.341% ▲

Optimal v Magda Linette: +0.7±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +1.7 per 100 first serves in before the returner adjusts.

Magda Linette serving

Deuce court

1st serveNowMagda winsv AnhelinaMatchupOptimal
Wide43%67%64%65.8%±5.858% ▲
Body19%56%58%57.0%±7.14% ▼
T38%68%62%63.0%±7.038%

Optimal v Anhelina Kalinina: +0.8±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +2.7 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowMagda winsv AnhelinaMatchupOptimal
Wide59%66%64%64.7%±6.052% ▼
Body9%53%51%47.5%±9.10% ▼
T32%63%66%64.6%±6.948% ▲

Optimal v Anhelina Kalinina: +0.8±0.8 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +1.5 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.

Anhelina Kalinina returning

1st serve to the forehand

ReturnNowTourOwnv MagdaValue
FH through the middle38%+4.2−2.3+0.5+2.4±2.4
FH crosscourt26%+5.3+3.1−1.0+7.4±3.7
FH slice through the middle16%−6.7+0.5+1.1−5.1±2.4
FH down the line11%+1.5−1.3+1.3+1.5±4.3
FH slice crosscourt7%−6.6+1.3+0.7−4.6±2.7

Lean FH crosscourt: +5.8±3.0 per 100 returns v the current mix (312 returns charted)

1st serve to the backhand

ReturnNowTourOwnv MagdaValue
BH through the middle48%+6.0+1.3+0.6+7.9±2.2
BH crosscourt44%+7.7−0.2+2.5+10.0±2.9
BH down the line9%+2.2+3.6−1.4+4.4±4.0

Lean BH crosscourt: +1.5±2.0 per 100 returns v the current mix (270 returns charted, inside the 90% margin)

2nd serve to the forehand

ReturnNowTourOwnv MagdaValue
FH crosscourt48%+0.5+0.4−1.4−0.5±3.9
FH through the middle35%−3.2+3.0−1.2−1.4±2.6
FH down the line17%−0.6+0.1+1.9+1.5±4.4

Lean FH crosscourt: ±0.0±2.4 per 100 returns v the current mix (81 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv MagdaValue
BH crosscourt58%+1.5−1.0+1.7+2.2±3.0
BH through the middle37%−2.6+1.4±0.0−1.2±2.3
BH down the line6%−0.5+0.8+1.0+1.3±3.7

Lean BH crosscourt: +1.3±1.6 per 100 returns v the current mix (120 returns charted, inside the 90% margin)

Magda Linette returning

1st serve to the forehand

ReturnNowTourOwnv AnhelinaValue
FH through the middle44%+4.2−0.4+1.1+4.8±2.3
FH crosscourt35%+5.3−1.2+1.6+5.6±3.6
FH down the line15%+1.5−1.3+1.5+1.7±4.3
FH slice through the middle4%−6.7−2.7±0.0−9.4±2.4
FH slice crosscourt2%−6.6−3.3+0.9−9.0±2.3

Lean FH crosscourt: +2.0±2.6 per 100 returns v the current mix (1150 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv AnhelinaValue
BH through the middle47%+6.0+0.2+0.1+6.3±2.1
BH crosscourt32%+7.7+0.1−1.4+6.5±2.9
BH down the line11%+2.2−1.7−0.9−0.4±4.5
BH slice through the middle4%−6.2−1.8−1.2−9.2±2.5
BH slice crosscourt3%−4.2−2.5+0.4−6.3±2.6

Lean BH crosscourt: +2.4±2.3 per 100 returns v the current mix (980 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv AnhelinaValue
FH crosscourt48%+0.5+0.6−1.1+0.1±4.2
FH through the middle36%−3.2+2.2−0.6−1.6±3.0
FH down the line14%−0.6−1.2+1.2−0.6±5.3
FH slice crosscourt2%−14.9−1.4±0.0−16.3±1.2

Lean FH crosscourt: +1.0±2.5 per 100 returns v the current mix (284 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv AnhelinaValue
BH crosscourt47%+1.5−1.4−1.9−1.8±3.1
BH through the middle40%−2.6+0.4±0.0−2.2±2.5
BH down the line13%−0.5−3.3+5.1+1.3±5.2

Lean BH down the line: +2.8±4.9 per 100 returns v the current mix (510 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.

Anhelina Kalinina

Favour

ShotEdgeOwnTheirs
FH to their backhand · rally+4.4±2.4+2.1+2.3
BH to the middle · return +1+3.6±2.2+2.7+0.9
BH to their forehand · return +1+3.4±4.2+0.2+3.2
FH to their forehand · rally+2.7±1.9+1.2+1.5
FH to the middle · serve +1+2.2±2.3+1.0+1.2
FH to their forehand · return+2.0±3.3+3.4−1.5

Avoid

ShotEdgeOwnTheirs
FH to the middle · return−0.8±2.0−0.5−0.3
BH to their backhand · serve +1−0.3±2.6−3.5+3.2
BH to their backhand · return +1−0.2±2.6−0.4+0.2
BH to their backhand · rally+0.6±1.9−0.7+1.2
FH to their backhand · serve +1+0.6±3.3−0.3+0.9

Magda Linette

Favour

ShotEdgeOwnTheirs
BH to the middle · serve +1+3.4±2.0+2.4+1.0
FH to their backhand · rally+2.6±2.3−0.8+3.4
BH to their backhand · serve +1+2.4±2.8+0.7+1.7
BH to the middle · return +1+2.1±2.2+1.3+0.7
FH to their forehand · serve +1+1.8±2.9−0.7+2.4
FH to their backhand · return +1+1.6±3.6−2.3+3.9

Avoid

ShotEdgeOwnTheirs
BH to their backhand · return−3.0±2.4−1.3−1.7
BH slice to the middle · rally−1.9±2.2−2.7+0.8
FH to their backhand · serve +1−1.9±3.0−0.8−1.1
BH slice to their backhand · rally−1.2±2.7−1.4+0.2
BH to their forehand · return−1.0±3.7−3.9+2.9

Against Magda Linette-like opponents

Anhelina Kalinina vMatchesServe pts wonReturn pts won
All charted opponents–53.0%43.5%

Similar by tactical fingerprint: Anastasia Potapova, Karolina Pliskova, Anna Blinkova, Linda Klimovicova, Sorana Cirstea, Yue Yuan, Anett Kontaveit, Elena Vesnina, Flavia Pennetta. When two players have rarely met, their records against these lookalikes fill the gap.