RallyIQ

Game plan

Flavia Pennetta v Elina Avanesyan

Every number combines what Flavia Pennetta does well with what Elina Avanesyan allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Flavia Pennetta wins, best of 3 80%90%: 40%–97% · best of 5: 85%
Serve points won 58.4% / 52.0% Flavia / Elina · tour 58.1%
Strengths only, no similarity priors 83%serve 59.0% / 51.8%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Flavia Pennetta's record against Elina Avanesyan's tactical lookalikes and in their charted head-to-heads (lookalikes: −10.6 on serve, −8.4 on return vs expectation (133 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

CareerFlaviaElina
Direction choice+0.04 ±0.19
better than 60%
−0.13 ±0.11
better than 30%
Shot selection+0.20 ±0.14
better than 66%
−0.05 ±0.13
better than 40%
Execution+0.85 ±0.45
better than 87%
+0.98 ±0.49
better than 91%
Points left on the table2.42 ±0.27
lower than 72%
2.53 ±0.14
lower than 62%

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.

Flavia Pennetta serving

Deuce court

1st serveNowFlavia winsv ElinaMatchupOptimal
Wide41%73%65%72.1%±7.457% ▲
Body19%56%62%60.6%±10.64% ▼
T40%65%69%65.8%±9.039%

Optimal v Elina Avanesyan: +0.5±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +4.7 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowFlavia winsv ElinaMatchupOptimal
Wide52%64%62%60.4%±8.545% ▼
Body21%53%61%58.6%±11.312% ▼
T27%65%67%67.6%±9.443% ▲

Optimal v Elina Avanesyan: +0.2±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +5.6 per 100 first serves in before the returner adjusts.

Elina Avanesyan serving

Deuce court

1st serveNowElina winsv FlaviaMatchupOptimal
Wide46%56%60%49.9%±8.147%
Body28%54%52%48.4%±9.913% ▼
T25%56%68%55.5%±10.540% ▲

Optimal v Flavia Pennetta: +0.4±1.2 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 serveNowElina winsv FlaviaMatchupOptimal
Wide53%62%74%70.7%±8.669% ▲
Body26%57%53%54.1%±10.611% ▼
T20%59%63%57.5%±9.720%

Optimal v Flavia Pennetta: +0.8±1.2 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +7.1 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.

Flavia Pennetta returning

1st serve to the forehand

ReturnNowTourOwnv ElinaValue
FH through the middle49%+4.2+0.9+1.9+7.0±2.7
FH crosscourt22%+5.3+4.0+1.9+11.2±4.3
FH down the line18%+1.5−0.5+3.9+4.9±4.7
FH slice through the middle9%−6.7−2.2+0.1−8.8±2.3
FH slice crosscourt3%−6.6−1.6+1.6−6.7±1.9

Lean FH crosscourt: +5.3±3.7 per 100 returns v the current mix (280 returns charted)

1st serve to the backhand

ReturnNowTourOwnv ElinaValue
BH through the middle43%+6.0−2.6+1.9+5.3±2.6
BH crosscourt24%+7.7+0.7+2.1+10.6±3.5
BH slice through the middle13%−6.2−0.2+1.5−4.8±2.2
BH down the line13%+2.2−0.2+4.1+6.1±4.3
BH slice crosscourt7%−4.2±0.0±0.0−4.2±1.6

Lean BH crosscourt: +5.9±2.9 per 100 returns v the current mix (135 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv ElinaValue
FH through the middle52%−3.2+2.1+2.8+1.7±3.0
FH crosscourt28%+0.5−2.1+3.0+1.4±4.1
FH down the line20%−0.6+0.4+6.9+6.8±4.7

Lean FH through the middle: −1.0±2.1 per 100 returns v the current mix (54 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv ElinaValue
BH through the middle41%−2.6+0.2+1.4−1.0±2.8
BH crosscourt35%+1.5−0.3+1.3+2.5±3.5
BH down the line24%−0.5+4.0−2.6+0.9±5.0

Lean BH crosscourt: +1.9±2.8 per 100 returns v the current mix (83 returns charted, inside the 90% margin)

Elina Avanesyan returning

1st serve to the forehand

ReturnNowTourOwnv FlaviaValue
FH through the middle56%+4.2+4.7+1.4+10.2±2.8
FH down the line20%+1.5+0.7±0.0+2.3±4.7
FH crosscourt14%+5.3+0.4+3.7+9.5±4.4
FH slice through the middle6%−6.7−0.6+0.3−7.0±2.3
FH slice crosscourt3%−6.6−2.3+0.5−8.4±2.1

Lean FH through the middle: +3.6±1.7 per 100 returns v the current mix (309 returns charted)

1st serve to the backhand

ReturnNowTourOwnv FlaviaValue
BH through the middle44%+6.0+3.3+1.9+11.2±2.7
BH crosscourt36%+7.7+3.7+4.1+15.5±3.6
BH down the line16%+2.2+0.7+3.2+6.1±4.7
BH slice down the line2%−12.5+0.5−0.8−12.8±2.4
BH slice through the middle2%−6.2+1.0+0.4−4.8±2.1

Lean BH crosscourt: +4.3±2.7 per 100 returns v the current mix (260 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv FlaviaValue
FH through the middle51%−3.2+2.6−0.3−0.9±3.1
FH down the line34%−0.6+4.2+0.6+4.2±5.1
FH crosscourt15%+0.5+0.7−0.1+1.1±3.9

Lean FH down the line: +3.1±3.7 per 100 returns v the current mix (65 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv FlaviaValue
BH through the middle40%−2.6+1.0+2.8+1.2±2.8
BH crosscourt38%+1.5+0.6+2.9+4.9±3.6
BH down the line22%−0.5+2.3+2.2+4.0±5.1

Lean BH crosscourt: +1.7±2.8 per 100 returns v the current mix (113 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 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.

Flavia Pennetta

Favour

ShotEdgeOwnTheirs
FH to their forehand · return+9.1±5.9+4.0+5.2
FH to their forehand · serve +1+8.3±5.6+2.1+6.2
FH to their backhand · serve +1+7.9±5.0+3.6+4.3
FH to their backhand · return+7.6±5.5−0.2+7.8
FH to the middle · return+7.1±3.9+0.8+6.4
BH to their forehand · rally+7.1±5.8+1.6+5.5

Avoid

ShotEdgeOwnTheirs
BH to their backhand · rally−2.3±4.3−0.2−2.1
BH to the middle · rally−0.7±3.1−0.5−0.2
BH to their backhand · serve +1−0.3±5.0+1.7−2.1
FH to the middle · return +1−0.2±2.7+0.4−0.7
BH to the middle · return +1−0.2±3.3+0.1−0.3

Elina Avanesyan

Favour

ShotEdgeOwnTheirs
FH to the middle · return+7.3±3.9+7.0+0.3
BH to their backhand · return+6.3±5.0+1.0+5.4
BH to their forehand · return+6.0±6.4+1.5+4.5
FH to their backhand · return +1+5.7±5.1+2.6+3.1
FH to the middle · serve +1+4.1±3.3+2.3+1.8
BH to their backhand · return +1+3.8±4.9+4.0−0.2

Avoid

ShotEdgeOwnTheirs
BH to their forehand · rally−2.6±5.0−1.7−1.0
BH to their backhand · serve +1−2.2±5.2−0.3−2.0
FH to the middle · rally−0.9±3.4+1.7−2.5
FH to their backhand · serve +1−0.5±5.9−2.8+2.3
BH to the middle · rally+0.6±2.7+1.1−0.4

Against Elina Avanesyan-like opponents

Flavia Pennetta vMatchesServe pts wonReturn pts won
All charted opponents–55.7%44.1%
Players most similar to Elina Avanesyan1 42.2%34.1%

Similar by tactical fingerprint: Cristina Bucsa, Alina Korneeva, Daria Kasatkina, Emma Raducanu, Victoria Mboko, Caroline Wozniacki, Lesia Tsurenko, Brenda Fruhvirtova, Alison Riske Amritraj, Elena Dementieva. When two players have rarely met, their records against these lookalikes fill the gap.