RallyIQ

Game plan

Dinara Safina v Simona Halep

Every number combines what Dinara Safina does well with what Simona Halep allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Dinara Safina wins, best of 3 37%90%: 6%–81% · best of 5: 34%
Serve points won 55.2% / 57.8% Dinara / Simona · tour 58.1%
Strengths only, no similarity priors 39%serve 55.5% / 57.7%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Dinara Safina's record against Simona Halep's tactical lookalikes and in their charted head-to-heads (lookalikes: −9.9 on serve, −2.3 on return vs expectation (103 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

CareerDinaraSimona
Direction choice+0.32 ±0.09
better than 96%
+0.06 ±0.12
better than 65%
Shot selection−0.04 ±0.13
better than 42%
+0.40 ±0.18
better than 90%
Execution+0.16 ±0.57
better than 68%
+0.32 ±0.60
better than 74%
Points left on the table1.99 ±0.13
lower than 99%
2.41 ±0.24
lower than 76%

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.

Dinara Safina serving

Deuce court

1st serveNowDinara winsv SimonaMatchupOptimal
Wide35%68%64%66.1%±8.650% ▲
Body15%59%56%57.1%±11.115%
T51%61%65%58.6%±8.635% ▼

Optimal v Simona Halep: +0.6±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +5.1 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowDinara winsv SimonaMatchupOptimal
Wide48%62%61%57.1%±9.646% ▼
Body13%53%51%47.9%±12.00% ▼
T39%69%64%69.0%±8.254% ▲

Optimal v Simona Halep: +0.6±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +8.4 per 100 first serves in before the returner adjusts.

Simona Halep serving

Deuce court

1st serveNowSimona winsv DinaraMatchupOptimal
Wide35%65%58%56.3%±8.650% ▲
Body24%48%60%51.2%±11.39% ▼
T42%64%68%64.5%±9.441%

Optimal v Dinara Safina: +0.4±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +6.0 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowSimona winsv DinaraMatchupOptimal
Wide33%66%66%65.6%±9.033%
Body27%59%60%62.3%±10.112% ▼
T40%65%64%65.1%±8.855% ▲

Optimal v Dinara Safina: +0.5±1.1 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving wide every time would read +1.1 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.

Dinara Safina returning

1st serve to the forehand

ReturnNowTourOwnv SimonaValue
FH through the middle49%+4.2+1.0+1.4+6.6±2.8
FH crosscourt28%+5.3+1.4−0.2+6.5±4.3
FH down the line18%+1.5+0.8+0.1+2.5±4.7
FH slice through the middle5%−6.7+0.5−0.8−7.0±2.1

Lean FH through the middle: +1.4±2.1 per 100 returns v the current mix (281 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv SimonaValue
BH through the middle43%+6.0−0.4+0.8+6.4±2.6
BH crosscourt36%+7.7+0.4−1.2+6.9±3.6
BH down the line13%+2.2+0.3−1.1+1.3±4.6
BH slice through the middle8%−6.2+0.8−1.7−7.1±2.4

Lean BH crosscourt: +2.1±2.7 per 100 returns v the current mix (205 returns charted, inside the 90% margin)

2nd serve to the forehand

ReturnNowTourOwnv SimonaValue
FH crosscourt45%+0.5+0.7+0.9+2.1±4.5
FH through the middle35%−3.2+1.0−1.1−3.3±3.0
FH down the line20%−0.6−2.0+1.7−0.9±5.0

Lean FH crosscourt: +2.5±2.9 per 100 returns v the current mix (103 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv SimonaValue
BH through the middle48%−2.6−2.2−1.4−6.2±2.8
BH crosscourt40%+1.5+1.6−0.9+2.1±3.6
BH down the line12%−0.5+2.2+2.3+3.9±4.5

Lean BH crosscourt: +3.8±2.6 per 100 returns v the current mix (83 returns charted)

Simona Halep returning

1st serve to the forehand

ReturnNowTourOwnv DinaraValue
FH through the middle54%+4.2−0.3−1.7+2.1±2.9
FH down the line22%+1.5−0.9−2.7−2.1±4.7
FH crosscourt21%+5.3+2.5−1.6+6.3±4.4
FH slice through the middle2%−6.7+0.2+1.0−5.5±1.8

Lean FH crosscourt: +4.4±3.9 per 100 returns v the current mix (243 returns charted)

1st serve to the backhand

ReturnNowTourOwnv DinaraValue
BH through the middle48%+6.0+0.5+0.7+7.2±2.6
BH crosscourt23%+7.7±0.0+0.2+8.0±3.5
BH down the line16%+2.2+2.0−0.5+3.7±4.6
BH slice through the middle8%−6.2−2.3−0.6−9.1±2.0
BH slice down the line4%−12.5−1.7±0.0−14.1±1.7

Lean BH crosscourt: +3.5±3.1 per 100 returns v the current mix (200 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv DinaraValue
FH through the middle43%−3.2+0.9−0.8−3.1±3.1
FH down the line36%−0.6+0.5−0.6−0.6±5.0
FH crosscourt21%+0.5−0.1+0.6+1.1±4.2

Lean FH crosscourt: +2.4±4.0 per 100 returns v the current mix (77 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv DinaraValue
BH crosscourt40%+1.5+0.3+2.7+4.5±3.6
BH through the middle38%−2.6±0.0−2.2−4.8±2.7
BH down the line14%−0.5+2.8−2.7−0.4±4.7
FH through the middle8%−2.7−0.3−0.8−3.8±2.3

Lean BH crosscourt: +4.8±2.5 per 100 returns v the current mix (87 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 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.

Dinara Safina

Favour

ShotEdgeOwnTheirs
FH to their backhand · serve +1+4.1±5.5+2.8+1.3
FH to their forehand · return+3.9±5.0+2.5+1.4
BH to their backhand · rally+3.8±3.6+1.1+2.7
BH to their backhand · return +1+3.8±4.0+2.3+1.4
BH to their forehand · return+2.9±4.6+2.2+0.7
BH to their backhand · serve +1+2.5±4.1+2.2+0.3

Avoid

ShotEdgeOwnTheirs
BH to their forehand · serve +1−1.6±4.8−1.4−0.2
FH to their backhand · rally−0.9±4.9−4.5+3.6
BH to their forehand · rally−0.6±4.2−2.8+2.2
FH to their backhand · return +1−0.5±4.2+1.2−1.7
FH to their forehand · serve +1−0.4±4.7+0.2−0.7

Simona Halep

Favour

ShotEdgeOwnTheirs
BH to their backhand · rally+3.9±4.4+2.3+1.6
BH to the middle · rally+3.0±3.0+0.5+2.5
FH to their forehand · return +1+2.9±4.7+2.0+0.9
FH to their forehand · return+2.7±5.2+3.8−1.1
FH to the middle · rally+2.4±2.9+0.8+1.5
FH to the middle · serve +1+2.3±2.7+1.4+0.9

Avoid

ShotEdgeOwnTheirs
BH to their forehand · return−3.9±5.4+1.6−5.5
FH to their backhand · return−2.8±4.2−0.4−2.4
BH to their forehand · rally−2.6±5.4−0.2−2.4
FH to their forehand · rally−2.0±4.3+0.8−2.8
BH to their backhand · serve +1−1.8±4.8−0.2−1.6

Against Simona Halep-like opponents

Dinara Safina vMatchesServe pts wonReturn pts won
All charted opponents–54.2%42.8%
Players most similar to Simona Halep1 44.9%40.7%

Similar by tactical fingerprint: Elise Mertens, Daria Kasatkina, Jaqueline Cristian, Katerina Siniakova, Victoria Azarenka, Linda Fruhvirtova, Qiang Wang, Svetlana Kuznetsova, Vera Zvonareva, Kate Makarova. When two players have rarely met, their records against these lookalikes fill the gap.