RallyIQ

Game plan

Joao Sousa v Arthur Rinderknech

Every number combines what Joao Sousa does well with what Arthur Rinderknech allows, each measured against the tour average and shrunk toward it when the sample is thin. Flip perspective

Forecast

Joao Sousa wins, best of 3 52%90%: 26%–77% · best of 5: 52%
Serve points won 65.0% / 64.6% Joao / Arthur · tour 63.4%
Strengths only, no similarity priors 52%serve 65.0% / 64.6%

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 At least one of them is no longer active or has too little charted in the last three seasons, so both are compared on their careers.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

CareerJoaoArthur
Direction choice−0.08 ±0.08
better than 35%
−0.22 ±0.10
better than 12%
Shot selection+0.55 ±0.19
better than 95%
+0.45 ±0.17
better than 90%
Execution−1.26 ±0.49
better than 17%
−0.47 ±0.72
better than 46%
Points left on the table2.63 ±0.14
lower than 47%
3.12 ±0.16
lower than 14%

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.

Structural compatibility

Expected edge per 100 rally shots from style alone: Joao Sousa +0.61, Arthur Rinderknech −0.47. Each player's shot mix weighted by their own skill with each shot and by how much the other gives up against it. This is why some rankings gaps don't hold in a given matchup.

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.

Joao Sousa serving

Deuce court

1st serveNowJoao winsv ArthurMatchupOptimal
Wide52%69%76%72.7%±6.365% ▲
Body15%58%71%66.7%±11.22% ▼
T34%74%80%79.4%±6.233%

Optimal v Arthur Rinderknech: +0.8±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +5.3 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowJoao winsv ArthurMatchupOptimal
Wide53%68%81%77.4%±6.154%
Body13%57%67%60.8%±12.60% ▼
T33%76%80%83.2%±5.746% ▲

Optimal v Arthur Rinderknech: +1.3±1.0 per 100 first serves (faults included) over the current mix. Serving T every time would read +6.1 per 100 first serves in before the returner adjusts.

Arthur Rinderknech serving

Deuce court

1st serveNowArthur winsv JoaoMatchupOptimal
Wide45%76%69%72.3%±6.943% ▼
Body11%63%61%61.1%±12.20% ▼
T43%74%80%79.4%±5.857% ▲

Optimal v Joao Sousa: +0.8±0.9 per 100 first serves (faults included) over the current mix, inside the 90% margin. Serving T every time would read +5.3 per 100 first serves in before the returner adjusts.

Ad court

1st serveNowArthur winsv JoaoMatchupOptimal
Wide45%79%73%79.1%±6.142% ▼
Body9%61%67%65.0%±11.60% ▼
T45%73%74%74.3%±6.958% ▲

Optimal v Joao Sousa: +0.9±0.8 per 100 first serves (faults included) over the current mix. Serving wide every time would read +3.5 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.

Joao Sousa returning

1st serve to the forehand

ReturnNowTourOwnv ArthurValue
FH through the middle46%+4.3−1.2−1.0+2.1±2.8
FH crosscourt26%+5.5+3.9−3.6+5.8±4.4
FH down the line24%+1.7+1.9−1.5+2.1±4.5
FH slice through the middle3%−4.2−0.4+0.8−3.7±2.0

Lean FH crosscourt: +2.9±3.7 per 100 returns v the current mix (201 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv ArthurValue
BH through the middle44%+6.4+0.3−1.1+5.6±2.6
BH crosscourt20%+8.8−0.5+1.1+9.4±3.6
BH slice through the middle14%−4.2−2.1±0.0−6.3±2.5
BH down the line13%+4.2−1.9+0.2+2.6±4.6
BH slice down the line5%−8.4+0.5−1.6−9.5±3.0

Lean BH crosscourt: +6.3±3.1 per 100 returns v the current mix (281 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv ArthurValue
FH through the middle40%−3.5−0.5±0.0−3.9±2.7
FH down the line34%−1.8+0.6+1.3+0.2±4.3
FH crosscourt26%−0.2+0.5+3.8+4.1±4.0

Lean FH down the line: +0.6±3.2 per 100 returns v the current mix (50 returns charted, inside the 90% margin)

2nd serve to the backhand

ReturnNowTourOwnv ArthurValue
BH through the middle44%−2.9−1.2±0.0−4.1±2.4
BH crosscourt22%+1.0−0.8+0.9+1.0±3.1
BH down the line11%−0.2−0.6−1.1−1.9±4.4
FH through the middle10%−2.9+0.1±0.0−2.8±2.2
FH inside-out9%+1.0+0.9+1.3+3.2±3.4

Lean FH inside-out: +4.9±3.4 per 100 returns v the current mix (187 returns charted)

Arthur Rinderknech returning

1st serve to the forehand

ReturnNowTourOwnv JoaoValue
FH through the middle41%+4.3+1.8−1.4+4.7±2.7
FH down the line23%+1.7+5.2−2.4+4.5±4.4
FH crosscourt17%+5.5−1.0+0.5+5.0±4.4
FH slice through the middle9%−4.2−3.8+0.5−7.5±2.1
FH slice down the line5%−4.3−1.0±0.0−5.2±1.9

Lean FH crosscourt: +2.4±4.0 per 100 returns v the current mix (319 returns charted, inside the 90% margin)

1st serve to the backhand

ReturnNowTourOwnv JoaoValue
BH through the middle44%+6.4+2.7+0.3+9.4±2.5
BH crosscourt23%+8.8+0.2−3.1+5.9±3.5
BH down the line12%+4.2−1.0−0.6+2.6±4.6
BH slice through the middle10%−4.2+0.2−1.6−5.6±2.5
BH slice crosscourt7%+0.5−3.9+0.6−2.8±2.9

Lean BH through the middle: +4.8±1.8 per 100 returns v the current mix (346 returns charted)

2nd serve to the forehand

ReturnNowTourOwnv JoaoValue
FH through the middle39%−3.5+2.9+1.8+1.2±2.8
FH down the line33%−1.8+1.2+2.0+1.4±4.6
FH crosscourt28%−0.2+2.6+4.1+6.5±4.2

Lean FH crosscourt: +3.7±3.6 per 100 returns v the current mix (72 returns charted)

2nd serve to the backhand

ReturnNowTourOwnv JoaoValue
BH through the middle39%−2.9+0.2−0.4−3.1±2.4
BH crosscourt23%+1.0+2.2+2.7+5.9±3.2
FH through the middle15%−2.9−1.0+1.8−2.0±2.4
FH inside-in11%+0.6+1.9+4.1+6.6±4.4
BH down the line9%−0.2−4.0+2.0−2.2±4.8

Lean FH inside-in: +6.1±4.1 per 100 returns v the current mix (270 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.

Joao Sousa

Favour

ShotEdgeOwnTheirs
FH to their backhand · return +1+4.1±3.8−0.9+5.1
FH to the middle · serve +1+3.9±2.6+2.2+1.8
FH to their forehand · serve +1+3.8±3.3+0.5+3.3
FH to their forehand · return+2.5±4.4+2.9−0.4
FH to their backhand · rally+2.4±2.4+0.6+1.8
FH to the middle · rally+2.1±2.3+0.7+1.4

Avoid

ShotEdgeOwnTheirs
FH to the middle · return−2.7±2.3−2.0−0.7
BH to their backhand · serve +1−2.6±3.3−2.9+0.2
BH to the middle · rally−1.9±2.1−2.3+0.5
BH to their forehand · rally−1.7±4.5−2.9+1.2
BH to the middle · return−1.7±2.1−0.7−1.0

Arthur Rinderknech

Favour

ShotEdgeOwnTheirs
FH to their backhand · return+3.1±3.7+3.6−0.5
BH to the middle · return+2.7±2.1+2.4+0.4
FH to the middle · return +1+2.2±2.8+1.3+0.9
FH to their backhand · rally+1.6±2.7+0.7+1.0
FH to their forehand · return+1.6±4.3−1.1+2.7
BH to their forehand · rally+1.4±4.2−1.4+2.8

Avoid

ShotEdgeOwnTheirs
BH to the middle · rally−3.8±2.0−1.6−2.2
FH to their forehand · rally−3.6±2.8−3.2−0.4
BH to their backhand · return +1−2.8±3.4−1.9−0.9
FH to their backhand · serve +1−2.7±3.2−1.7−1.0
BH to their backhand · rally−2.7±2.4−1.3−1.4

Against Arthur Rinderknech-like opponents

Joao Sousa vMatchesServe pts wonReturn pts won
All charted opponents–58.6%34.8%

Similar by tactical fingerprint: Jiri Lehecka, Ben Shelton, Zhizhen Zhang, Nuno Borges, Alexander Shevchenko, Zizou Bergs, Alexandre Muller, Gabriel Diallo, Otto Virtanen, Lukas Rosol. When two players have rarely met, their records against these lookalikes fill the gap.