MODEL PREDICTION · 2026-08-05
HARD

Tommy Paul vs Valentin Royerprediction

✓ Correct
PAULWIN PROBABILITYROYER
71%
model prob.
@1.23
odds · 81% impl.
Rest 8d vs 1dHard 66%🎾Serve 68%📈Form 6/10 · 2✗
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

Consistent bounce, medium-fast: neutral conditions, no style favored.

Temperature
27°C

Warm: the ball flies a little more and fitness counts.

Humidity
54%

Dry air: the ball travels normally.

Wind
8 km/h

Light wind: no noticeable effect.

Surface feeds the model (surface specialization is one of its factors). Weather and altitude are context we publish for you — they do NOT move the probability.

OUR MODEL'S REASONING

Ranking: #21 vs #77 (better ranked)

Recent form: 6/10 in recent matches

Solid on Hard: 60% career on the surface

Model 71% vs market 81% → the model sees it as less likely than the odds

Calibrated model probability (~65% out-of-sample accuracy). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.41
fair odds
−12.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes Tommy Paul the favorite with a 71% win probability, against Valentin Royer's 29% — a solid favorite, though Royer keeps real chances. Converted to odds, that probability is worth about @1.41; the offered odds are around @1.23 (a 81% implied), slightly below the market, so the model is a touch more cautious.

Several factors explain the number: #21 vs #77 (better ranked); 6/10 in recent matches; 60% career on the surface; model 71% vs market 81% → the model sees it as less likely than the odds.

Read it with perspective. Our probability is calibrated — when the model says 71%, that outcome happens roughly that percentage of the time, with ~65% out-of-sample accuracy — but being the favorite is not being the winner: roughly 29 out of every 100 times Royer wins. The model also tends to agree with the market, so the odds already capture almost all the edge: don't take it as a sure value. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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