L. Sonego vs A. Mannarino — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Warm: the ball flies a little more and fitness counts.
Very dry air: the ball travels faster.
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.
›Ranking: #91 vs #67
›Recent form: 5/10 in recent matches
›Head-to-head: 2-2 even
›Model 53% vs market 65% → the model sees it as less likely than the odds
The model makes L. Sonego the favorite with a 53% win probability, against A. Mannarino's 47% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.89; the offered odds are around @1.53 (a 65% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #91 vs #67; 5/10 in recent matches; 2-2 even; model 53% vs market 65% → the model sees it as less likely than the odds.
Read it with perspective. Our probability is calibrated — when the model says 53%, 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 47 out of every 100 times Mannarino 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.