M. Kostyuk vs L. Noskova — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Warm: the ball flies a little more and fitness counts.
Dry air: the ball travels normally.
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: #11 vs #6
›Head-to-head: 1-1 even
›Model 51% vs market 58% → the model sees it as less likely than the odds
›Recent form: 8/10 in recent matches
›On a streak: 3 wins in a row
›Match-sharp: 4 matches in the last 2 weeks
!The opponent is ranked higher (#6)
The model makes M. Kostyuk the favorite with a 51% win probability, against L. Noskova's 49% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.96; the offered odds are around @1.71 (a 58% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #11 vs #6; 1-1 even; model 51% vs market 58% → 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 51%, 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 49 out of every 100 times Noskova 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: The opponent is ranked higher (#6). This is informational analysis, not a betting recommendation. 18+ · play responsibly.