RallyIQ

Game plan

Emma Raducanu v Yue Yuan

Every number combines what Emma Raducanu does well with what Yue Yuan allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Emma Raducanu wins, best of 3 87%90%: 55%–98% · best of 5: 92%
Serve points won 60.4% / 52.0% Emma / Yue · tour 58.1%
Strengths only, no similarity priors 85%serve 60.4% / 52.6%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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 Emma Raducanu's record against Yue Yuan's tactical lookalikes and in their charted head-to-heads (lookalikes: ±0.0 on serve, +4.0 on return vs expectation (445 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

CareerEmmaYue
Direction choice−0.02 ±0.05
better than 50%
−0.12 ±0.13
better than 32%
Shot selection−0.09 ±0.09
better than 35%
+0.42 ±0.17
better than 91%
Execution+0.76 ±0.31
better than 86%
−0.34 ±0.54
better than 41%
Points left on the table2.53 ±0.07
lower than 63%
2.45 ±0.23
lower than 69%

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.

Emma Raducanu serving

Deuce court

1st serveNowEmma winsv YueMatchupOptimal
Wide46%68%69%71.3%±6.761% ▲
Body25%56%67%66.0%±8.710% ▼
T29%68%75%75.0%±8.329%

Optimal v Yue Yuan: +0.8±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +3.9 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowEmma winsv YueMatchupOptimal
Wide44%71%65%70.6%±7.260% ▲
Body17%51%58%52.0%±10.91% ▼
T39%63%67%66.1%±8.339%

Optimal v Yue Yuan: +1.6±1.1 per 100 first serves (faults included) over the current mix. Serving wide every time would read +4.9 per 100 first serves in before the returner adjusts.

Yue Yuan serving

Deuce court

1st serveNowYue winsv EmmaMatchupOptimal
Wide42%60%64%57.8%±7.557% ▲
Body26%58%57%57.0%±9.111% ▼
T33%63%68%63.0%±8.532%

Optimal v Emma Raducanu: +0.5±1.0 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +3.7 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowYue winsv EmmaMatchupOptimal
Wide43%64%64%62.5%±7.833% ▼
Body29%61%59%64.6%±8.444% ▲
T28%59%64%58.3%±8.923% ▼

Optimal v Emma Raducanu: +0.1±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving body every time would read +2.7 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.

Emma Raducanu returning

1st serve to the forehand

ReturnNowTourOwnv YueValue
FH through the middle46%+4.2+2.0−0.2+5.9±2.5
FH crosscourt21%+5.3+1.9+0.7+7.9±4.0
FH down the line14%+1.5+5.0−0.4+6.2±4.5
FH slice through the middle12%−6.7+0.8+0.4−5.5±2.4
FH slice crosscourt4%−6.6+0.8+0.4−5.4±2.3

Lean FH crosscourt: +3.8±3.4 per 100 returns v the current mix (954 returns charted)

1st serve to the backhand

ReturnNowTourOwnv YueValue
BH through the middle47%+6.0+2.7−1.3+7.5±2.3
BH crosscourt28%+7.7+3.2+0.6+11.5±3.3
BH slice through the middle11%−6.2+0.7±0.0−5.5±1.7
BH down the line10%+2.2+2.5−4.2+0.4±4.6
BH slice crosscourt3%−4.2+0.8±0.0−3.4±2.0

Lean BH crosscourt: +5.7±2.6 per 100 returns v the current mix (834 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv YueValue
FH through the middle47%−3.2+2.1+1.3+0.2±3.0
FH crosscourt34%+0.5−0.1+0.4+0.8±4.4
FH down the line17%−0.6−0.2+1.3+0.5±5.3
FH slice through the middle2%−15.2+0.7±0.0−14.5±1.1

Lean FH crosscourt: +0.6±3.4 per 100 returns v the current mix (254 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv YueValue
BH through the middle44%−2.6−0.5+0.4−2.7±2.5
BH crosscourt41%+1.5+0.3+2.2+4.0±3.3
BH down the line14%−0.5−2.5+5.8+2.8±5.2
BH slice through the middle1%−11.7−0.6±0.0−12.3±1.0

Lean BH crosscourt: +3.3±2.4 per 100 returns v the current mix (470 returns charted)

Yue Yuan returning

1st serve to the forehand

ReturnNowTourOwnv EmmaValue
FH through the middle50%+4.2+0.7+2.2+7.0±2.5
FH crosscourt34%+5.3−0.2+0.7+5.9±3.8
FH down the line15%+1.5−0.9−0.9−0.3±4.1

Lean FH through the middle: +1.5±1.9 per 100 returns v the current mix (155 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv EmmaValue
BH through the middle53%+6.0+3.0−1.0+8.0±2.4
BH crosscourt26%+7.7+1.5−0.8+8.5±3.1
BH down the line21%+2.2−0.7−1.1+0.4±4.1

Lean BH crosscourt: +2.0±2.8 per 100 returns v the current mix (117 returns charted, inside the 90% margin)

2nd serve to the forehand

ReturnNowTourOwnv EmmaValue
FH through the middle56%−3.2−0.6−1.6−5.4±2.5
FH crosscourt33%+0.5+0.5+1.9+2.9±3.8
FH down the line11%−0.6+3.4−1.2+1.6±4.0

Lean FH crosscourt: +4.8±2.9 per 100 returns v the current mix (45 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv EmmaValue
BH through the middle50%−2.6−0.8−1.2−4.6±2.4
BH crosscourt35%+1.5−1.5−1.4−1.4±3.1
BH down the line15%−0.5−0.7+0.7−0.5±4.4

Lean BH crosscourt: +1.5±2.5 per 100 returns v the current mix (52 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.

Emma Raducanu

Favour

ShotEdgeOwnTheirs
FH to their backhand · return +1+6.4±5.9+0.2+6.3
FH to their forehand · serve +1+5.0±5.3−1.3+6.4
FH to the middle · serve +1+4.6±3.0+1.3+3.3
FH to their backhand · return+4.4±6.0+6.8−2.4
BH to their backhand · return +1+4.0±4.9+2.7+1.3
FH to their backhand · rally+3.8±5.0+0.9+2.8

Avoid

ShotEdgeOwnTheirs
BH to their forehand · rally−3.8±6.0+0.4−4.2
FH to their forehand · return +1−1.6±4.4+1.1−2.7
FH to their backhand · serve +1−1.2±5.7−0.6−0.6
BH to the middle · return−0.8±3.3+1.6−2.4
BH to the middle · return +1−0.3±3.5+0.1−0.4

Yue Yuan

Favour

ShotEdgeOwnTheirs
FH to the middle · return+4.2±3.7+2.5+1.7
BH to their backhand · rally+3.3±4.2+0.6+2.7
FH to their forehand · rally+3.0±4.3−1.0+4.0
FH to the middle · rally+2.4±3.3+0.2+2.3
FH to their forehand · serve +1+2.3±5.0+1.2+1.0
BH to the middle · return+1.7±3.4+2.5−0.8

Avoid

ShotEdgeOwnTheirs
FH to their backhand · rally−6.6±4.9−3.8−2.8
BH to the middle · rally−5.5±3.1−1.7−3.8
FH to their backhand · serve +1−5.0±5.4−3.8−1.2
FH to the middle · serve +1−3.8±3.6−0.9−2.9
BH to their backhand · serve +1−3.2±4.8−0.1−3.1

Against Yue Yuan-like opponents

Emma Raducanu vMatchesServe pts wonReturn pts won
All charted opponents–58.0%43.3%
Players most similar to Yue Yuan3 56.9%47.6%

Similar by tactical fingerprint: Iva Jovic, Anastasia Potapova, Anna Blinkova, Jasmine Paolini, Maya Joint, Varvara Gracheva, Nao Hibino, Anett Kontaveit, Andrea Petkovic. When two players have rarely met, their records against these lookalikes fill the gap.