A. Kalinskaya vs C. McNally — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Strong heat: warm air speeds the ball up and physical wear tells in long matches.
Humid air: the ball loses some speed.
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: #21 vs #70 (better ranked)
›Recent form: 6/10 in recent matches
›Head-to-head: 1-0 in favor
›Solid on Hard: 61% career on the surface
›Model 64% vs market 57% → the model sees it as MORE likely than the odds
The model makes A. Kalinskaya the favorite with a 64% win probability, against C. McNally's 36% — a solid favorite, though McNally keeps real chances. Converted to odds, that probability is worth about @1.57; the offered odds are around @1.76 (a 57% implied), slightly above the market, so the model is a touch more optimistic.
Several factors explain the number: #21 vs #70 (better ranked); 6/10 in recent matches; 1-0 in favor; 61% career on the surface.
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 McNally 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.