N. Hibino vs K. Mladenovic — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Warm: the ball flies a little more and fitness counts.
Very humid air: the ball gets heavy and points stretch out.
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: #190 vs #822 (better ranked)
›Head-to-head: 0-1 against
›Model 68% vs market 84% → the model sees it as less likely than the odds
›Recent form: 8/10 in recent matches
›On a streak: 6 wins in a row
›Match-sharp: 12 matches in the last 2 weeks
!Unfavorable head-to-head record (0-1)
The model makes N. Hibino the favorite with a 68% win probability, against K. Mladenovic's 32% — a solid favorite, though Mladenovic keeps real chances. Converted to odds, that probability is worth about @1.47; the offered odds are around @1.19 (a 84% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #190 vs #822 (better ranked); 0-1 against; model 68% vs market 84% → the model sees it as less likely than the odds; 8/10 in recent matches.
Read it with perspective. Our probability is calibrated — when the model says 68%, that outcome happens roughly that percentage of the time, with ~64% out-of-sample accuracy — but being the favorite is not being the winner: roughly 32 out of every 100 times Mladenovic 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. Watch out for: Unfavorable head-to-head record (0-1). This is informational analysis, not a betting recommendation. 18+ · play responsibly.