Game plan

Francesca Schiavone v Diane Parry

Every number combines what Francesca Schiavone does well with what Diane Parry allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Francesca Schiavone wins, best of 3 48%90%: 20%–78% · best of 5: 48%

Serve points won 60.4% / 60.7% Francesca / Diane · tour 56.4%

Strengths only, no similarity priors 49%serve 60.2% / 60.3%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Francesca Schiavone's record against Diane Parry's tactical lookalikes and in their charted head-to-heads (lookalikes: +2.6 on serve, −5.5 on return vs expectation (260 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

Career	Francesca	Diane
Direction choice	+0.21 ±0.11 better than 86%	−0.09 ±0.09 better than 38%
Shot selection	−0.36 ±0.28 better than 18%	−1.27 ±0.44 better than 2%
Execution	+0.31 ±0.80 better than 72%	−0.23 ±0.93 better than 47%
Points left on the table	2.64 ±0.18 lower than 46%	3.19 ±0.22 lower than 5%

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.

Francesca Schiavone serving

Deuce court

1st serve	Now	Francesca wins	v Diane	Matchup	Optimal
Wide	41%	73%	74%	79.8%±6.9	56% ▲
Body	13%	59%	57%	59.3%±12.2	0% ▼
T	46%	60%	71%	63.1%±9.2	44% ▼

Optimal v Diane Parry: +1.4±1.1 per 100 first serves (faults included) over the current mix. Serving wide every time would read +10.4 per 100 first serves in before the returner adjusts.

Ad court

1st serve	Now	Francesca wins	v Diane	Matchup	Optimal
Wide	54%	61%	72%	68.0%±8.1	48% ▼
Body	9%	57%	56%	56.6%±13.8	0% ▼
T	37%	66%	68%	69.0%±9.6	52% ▲

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

Diane Parry serving

Deuce court

1st serve	Now	Diane wins	v Francesca	Matchup	Optimal
Wide	43%	68%	60%	61.9%±8.7	59% ▲
Body	18%	58%	63%	63.4%±11.4	3% ▼
T	39%	71%	68%	71.5%±8.7	38%

Optimal v Francesca Schiavone: +0.4±1.2 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.

Ad court

1st serve	Now	Diane wins	v Francesca	Matchup	Optimal
Wide	34%	61%	67%	62.4%±9.0	40% ▲
Body	15%	57%	60%	60.8%±12.7	0% ▼
T	51%	63%	69%	67.9%±8.6	60% ▲

Optimal v Francesca Schiavone: +0.6±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +2.9 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.

Francesca Schiavone returning

1st serve to the forehand

Return	Now	Tour	Own	v Diane	Value
FH through the middle	37%	+4.2	+1.9	−2.0	+4.0±3.0
FH down the line	31%	+1.5	+1.7	−3.4	−0.2±4.7
FH slice through the middle	15%	−6.7	+0.4	+0.6	−5.7±2.5
FH crosscourt	10%	+5.3	+0.3	+3.1	+8.7±4.2
FH slice down the line	5%	−10.5	−1.1	+1.8	−9.8±2.8

Lean FH crosscourt: +7.8±4.2 per 100 returns v the current mix (224 returns charted)

1st serve to the backhand

Return	Now	Tour	Own	v Diane	Value
BH slice through the middle	29%	−6.2	+0.8	−0.4	−5.8±2.5
BH through the middle	26%	+6.0	+0.8	−0.1	+6.7±2.8
BH crosscourt	18%	+7.7	−1.7	+1.8	+7.8±3.7
BH slice crosscourt	15%	−4.2	+0.6	+1.2	−2.4±2.9
BH down the line	9%	+2.2	+0.7	−0.1	+2.7±4.5

Lean BH crosscourt: +6.7±3.2 per 100 returns v the current mix (242 returns charted)

2nd serve to the forehand

Return	Now	Tour	Own	v Diane	Value
FH through the middle	50%	−3.2	+1.6	−0.1	−1.7±3.1
FH down the line	19%	−0.6	+2.0	+0.8	+2.3±4.2
FH crosscourt	18%	+0.5	+1.8	+1.5	+3.9±3.7
FH slice through the middle	13%	−15.2	+0.4	+0.5	−14.2±1.8

Lean FH through the middle: −0.2±1.9 per 100 returns v the current mix (62 returns charted, inside the 90% margin)

2nd serve to the backhand

Return	Now	Tour	Own	v Diane	Value
BH through the middle	40%	−2.6	+0.1	−1.4	−3.9±2.7
BH crosscourt	15%	+1.5	+1.2	−0.2	+2.5±3.3
FH through the middle	12%	−2.7	+0.2	−0.1	−2.6±2.4
BH down the line	11%	−0.5	−0.2	+0.1	−0.7±4.6
FH inside-out	10%	+1.4	+0.9	+0.8	+3.0±3.4

Lean BH crosscourt: +5.0±3.1 per 100 returns v the current mix (102 returns charted)

Diane Parry returning

1st serve to the forehand

Return	Now	Tour	Own	v Francesca	Value
FH through the middle	37%	+4.2	−1.3	−3.2	−0.4±3.1
FH down the line	27%	+1.5	−0.1	−0.5	+0.9±4.7
FH slice through the middle	21%	−6.7	+0.1	−0.1	−6.7±2.4
FH slice crosscourt	6%	−6.6	+0.8	+0.9	−4.9±2.1
FH crosscourt	5%	+5.3	−4.0	−0.9	+0.5±3.7

Lean FH down the line: +3.0±3.7 per 100 returns v the current mix (189 returns charted, inside the 90% margin)

1st serve to the backhand

Return	Now	Tour	Own	v Francesca	Value
BH slice through the middle	51%	−6.2	+0.3	−1.1	−7.0±2.4
BH slice crosscourt	18%	−4.2	+2.2	+0.4	−1.5±2.9
BH through the middle	14%	+6.0	−3.0	+1.5	+4.5±2.8
BH slice down the line	8%	−12.5	+1.0	+0.8	−10.7±2.8
BH crosscourt	6%	+7.7	−3.1	+1.3	+6.0±3.3

Lean BH crosscourt: +9.6±3.4 per 100 returns v the current mix (242 returns charted)

2nd serve to the forehand

Return	Now	Tour	Own	v Francesca	Value
FH down the line	48%	−0.6	+0.5	−2.0	−2.1±5.2
FH through the middle	39%	−3.2	−1.7	+0.8	−4.0±3.0
FH crosscourt	13%	+0.5	+1.3	−1.4	+0.5±3.8

Lean FH down the line: +0.4±3.0 per 100 returns v the current mix (62 returns charted, inside the 90% margin)

2nd serve to the backhand

Return	Now	Tour	Own	v Francesca	Value
BH slice through the middle	22%	−11.7	+0.1	±0.0	−11.6±1.6
FH inside-out	19%	+1.4	+0.4	−2.0	−0.3±4.1
BH through the middle	18%	−2.6	+0.8	−0.9	−2.7±2.6
BH slice crosscourt	15%	−7.5	−1.7	−1.2	−10.4±2.2
FH through the middle	15%	−2.7	+1.5	+0.8	−0.3±2.5

Lean FH inside-out: +4.5±3.5 per 100 returns v the current mix (110 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 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.

Francesca Schiavone

Favour

Shot	Edge	Own	Theirs
BH to their forehand · rally	+9.4±6.6	+5.4	+4.1
BH slice to their backhand · rally	+4.9±4.0	+6.1	−1.1
FH to their forehand · serve +1	+3.8±5.4	+2.8	+1.0
BH to their backhand · return	+2.7±5.2	+1.6	+1.2
FH to the middle · return	+1.4±3.9	+4.4	−3.0
FH to their forehand · return +1	+1.1±5.8	+2.5	−1.3

Avoid

Shot	Edge	Own	Theirs
BH to their backhand · serve +1	−5.4±5.4	+1.6	−7.0
FH to their backhand · rally	−3.7±4.7	−1.3	−2.4
FH to their backhand · return +1	−2.9±6.4	−3.1	+0.1
BH to the middle · return	−2.3±3.5	+0.8	−3.1
BH to the middle · serve +1	−1.3±4.1	+0.9	−2.1

Diane Parry

Favour

Shot	Edge	Own	Theirs
FH to their backhand · return +1	+5.0±6.3	+3.9	+1.2
BH slice to their backhand · rally	+3.4±4.0	+1.0	+2.5
BH to the middle · rally	+2.9±3.4	+0.5	+2.4
FH to their backhand · serve +1	+2.5±5.3	+1.8	+0.7
FH to the middle · rally	+2.3±3.2	+0.4	+1.9
FH to their forehand · rally	+2.3±3.9	−1.0	+3.3

Avoid

Shot	Edge	Own	Theirs
FH to the middle · serve +1	−4.5±3.9	−2.7	−1.8
FH to the middle · return	−4.5±3.8	−3.6	−0.9
FH to their forehand · serve +1	−3.2±5.4	−4.3	+1.1
FH to their backhand · return	−2.7±6.1	−0.9	−1.8
BH to their backhand · rally	−2.5±4.4	−2.4	−0.2

Against Diane Parry-like opponents

Francesca Schiavone v	Matches	Serve pts won	Return pts won
All charted opponents	–	56.0%	40.9%
Players most similar to Diane Parry	2	63.5%	35.8%

Similar by tactical fingerprint: Karolina Muchova, Caty Mcnally, Tamara Zidansek, Anna Bondar, Daria Saville, Samantha Stosur, Ashleigh Barty, Polona Hercog, Roberta Vinci. When two players have rarely met, their records against these lookalikes fill the gap.