RallyIQ

Game plan

Lindsay Davenport v Linda Noskova

Every number combines what Lindsay Davenport does well with what Linda Noskova allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Lindsay Davenport wins, best of 3 83%90%: 50%–97% · best of 5: 89%
Serve points won 58.6% / 51.3% Lindsay / Linda · tour 55.0%
Strengths only, no similarity priors 83%serve 58.6% / 51.3%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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

CareerLindsayLinda
Direction choice+0.45 ±0.06
better than 98%
+0.14 ±0.05
better than 79%
Shot selection+0.31 ±0.10
better than 79%
−0.07 ±0.09
better than 39%
Execution−0.13 ±0.28
better than 55%
+0.02 ±0.49
better than 62%
Points left on the table2.18 ±0.10
lower than 95%
2.63 ±0.08
lower than 47%

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.

Lindsay Davenport serving

Deuce court

1st serveNowLindsay winsv LindaMatchupOptimal
Wide44%66%65%64.8%±5.037% ▼
Body8%57%57%57.1%±8.60% ▼
T48%66%74%72.7%±4.863% ▲

Optimal v Linda Noskova: +0.5±0.7 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +4.7 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowLindsay winsv LindaMatchupOptimal
Wide42%70%70%74.0%±5.057% ▲
Body5%57%58%58.7%±10.70% ▼
T53%67%66%68.4%±5.043% ▼

Optimal v Linda Noskova: +0.4±0.7 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +3.7 per 100 first serves in before the returner adjusts.

Linda Noskova serving

Deuce court

1st serveNowLinda winsv LindsayMatchupOptimal
Wide39%70%66%70.4%±4.555% ▲
Body10%57%60%59.4%±8.60% ▼
T50%73%66%71.2%±4.945% ▼

Optimal v Lindsay Davenport: +0.5±0.8 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +1.5 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowLinda winsv LindsayMatchupOptimal
Wide49%72%68%74.1%±4.964% ▲
Body8%52%56%52.1%±9.40% ▼
T42%68%62%65.4%±5.136% ▼

Optimal v Lindsay Davenport: +0.9±0.7 per 100 first serves (faults included) over the current mix. Serving wide every time would read +5.5 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.

Lindsay Davenport returning

1st serve to the forehand

ReturnNowTourOwnv LindaValue
FH through the middle46%+4.2−1.1+0.6+3.6±2.0
FH crosscourt40%+5.3+0.6−0.5+5.4±3.3
FH down the line13%+1.5−2.4−1.1−1.9±4.2
BH through the middle2%+5.2−0.3−0.4+4.5±2.1

Lean FH crosscourt: +1.8±2.3 per 100 returns v the current mix (817 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv LindaValue
BH through the middle57%+6.0−3.2−0.4+2.4±2.0
BH crosscourt32%+7.7−1.5−0.6+5.7±3.1
BH down the line8%+2.2+0.2+4.4+6.7±4.5
BH slice through the middle2%−6.2−2.0−0.6−8.8±2.2
BH slice crosscourt1%−4.2+1.5−0.8−3.5±2.6

Lean BH down the line: +3.3±4.4 per 100 returns v the current mix (569 returns charted, inside the 90% margin)

2nd serve to the forehand

ReturnNowTourOwnv LindaValue
FH crosscourt41%+0.5−1.9−3.6−5.0±4.0
FH through the middle35%−3.2−0.6−1.3−5.1±2.6
FH down the line22%−0.6−1.9−2.2−4.6±5.1
BH through the middle2%−1.0+0.5+0.9+0.5±1.7

Lean FH down the line: +0.2±4.4 per 100 returns v the current mix (332 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv LindaValue
BH crosscourt50%+1.5+0.7−1.9+0.2±3.1
BH through the middle30%−2.6−2.2+0.9−3.8±2.3
BH down the line19%−0.5+1.3−1.2−0.4±5.0

Lean BH crosscourt: +1.3±1.9 per 100 returns v the current mix (310 returns charted, inside the 90% margin)

Linda Noskova returning

1st serve to the forehand

ReturnNowTourOwnv LindsayValue
FH through the middle40%+4.2+2.7−2.1+4.7±2.2
FH down the line19%+1.5±0.0+0.8+2.3±4.0
FH crosscourt16%+5.3+0.3+1.1+6.8±4.0
FH slice through the middle15%−6.7+1.2+0.9−4.6±2.5
FH slice crosscourt8%−6.6−0.6+1.6−5.7±2.7

Lean FH crosscourt: +4.8±3.6 per 100 returns v the current mix (714 returns charted)

1st serve to the backhand

ReturnNowTourOwnv LindsayValue
BH through the middle41%+6.0−0.9−2.6+2.5±2.2
BH crosscourt25%+7.7−0.7−3.6+3.4±3.3
BH down the line12%+2.2−3.7+0.7−0.8±4.6
BH slice through the middle11%−6.2−1.3+1.7−5.9±2.3
BH slice crosscourt8%−4.2−1.9+1.5−4.6±3.0

Lean BH crosscourt: +3.1±2.7 per 100 returns v the current mix (631 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv LindsayValue
FH through the middle44%−3.2−2.0−0.7−5.9±2.9
FH crosscourt27%+0.5+0.3−0.5+0.4±4.4
FH down the line25%−0.6−5.0+1.4−4.2±5.1
FH slice crosscourt4%−14.9−0.6+0.6−14.9±1.8

Lean FH crosscourt: +4.4±3.7 per 100 returns v the current mix (197 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv LindsayValue
BH crosscourt39%+1.5−1.9−2.4−2.8±3.1
BH through the middle32%−2.6+0.9+0.2−1.4±2.4
BH down the line26%−0.5+2.2+2.8+4.5±5.0
FH through the middle3%−2.7−0.6−0.7−4.0±2.2

Lean BH down the line: +5.0±4.0 per 100 returns v the current mix (338 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 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.

Lindsay Davenport

Favour

ShotEdgeOwnTheirs
BH to their forehand · return +1+4.5±5.8+0.9+3.6
FH to their forehand · return +1+3.5±4.8+2.0+1.5
BH to their backhand · return+3.2±4.0+2.5+0.7
BH to their backhand · serve +1+1.8±4.1+1.0+0.9
FH to their forehand · serve +1+0.8±4.6−2.6+3.4
FH to their forehand · rally+0.6±4.3+0.8−0.3

Avoid

ShotEdgeOwnTheirs
BH to their forehand · rally−6.5±5.3−3.2−3.3
FH to their backhand · serve +1−6.1±4.7−2.7−3.4
FH to the middle · return +1−5.3±3.0−3.0−2.3
BH to the middle · return−4.0±2.9−1.6−2.5
BH to the middle · return +1−3.9±2.8−1.3−2.6

Linda Noskova

Favour

ShotEdgeOwnTheirs
BH to their forehand · serve +1+6.6±5.1+3.8+2.8
FH to their backhand · return +1+5.2±4.6+4.0+1.2
FH to their forehand · return +1+5.0±4.7+3.1+1.8
FH to their backhand · serve +1+4.4±4.7+0.8+3.6
FH to their forehand · serve +1+3.2±4.8+2.5+0.7
BH to their forehand · return +1+2.8±5.3+2.7+0.1

Avoid

ShotEdgeOwnTheirs
BH to their backhand · return−7.1±3.8−1.0−6.1
BH to their forehand · rally−5.5±5.3−5.3−0.2
BH to the middle · return−5.3±2.8−3.1−2.2
FH to their backhand · rally−5.2±4.6−4.9−0.3
BH slice to their backhand · return−4.1±3.8−5.0+0.9

Against Linda Noskova-like opponents

Lindsay Davenport vMatchesServe pts wonReturn pts won
All charted opponents–58.3%43.5%

Similar by tactical fingerprint: Barbora Krejcikova, Clara Tauson, Viktoria Hruncakova, Anastasia Pavlyuchenkova, Sofia Kenin, Aliaksandra Sasnovich, Veronika Kudermetova, Petra Kvitova, Sabine Lisicki, Johanna Konta. When two players have rarely met, their records against these lookalikes fill the gap.