M. Keys vs K. Siniakova — 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: #24 vs #44 (better ranked)
›Head-to-head: 1-0 in favor
›Solid on Hard: 62% career on the surface
›Model 64% vs market 79% → the model sees it as less likely than the odds
›Recent form: 6/10 in recent matches
›Match-sharp: 3 matches in the last 2 weeks
The model makes M. Keys the favorite with a 64% win probability, against K. Siniakova's 36% — a solid favorite, though Siniakova keeps real chances. Converted to odds, that probability is worth about @1.57; the offered odds are around @1.27 (a 79% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #24 vs #44 (better ranked); 1-0 in favor; 62% career on the surface; model 64% vs market 79% → the model sees it as less likely than the odds.
Read it with perspective. Our probability is calibrated — when the model says 64%, 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 36 out of every 100 times Siniakova 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.