M. Bouzkova vs K. Birrell — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Mild: neutral conditions.
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: #27 vs #41 (better ranked)
›Model 61% vs market 69% → the model sees it as less likely than the odds
›Recent form: 6/10 in recent matches
›More rested: 10d vs opponent's 1d
The model makes M. Bouzkova the favorite with a 61% win probability, against K. Birrell's 39% — a solid favorite, though Birrell keeps real chances. Converted to odds, that probability is worth about @1.63; the offered odds are around @1.44 (a 69% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #27 vs #41 (better ranked); model 61% vs market 69% → the model sees it as less likely than the odds; 6/10 in recent matches; 10d vs opponent's 1d.
Read it with perspective. Our probability is calibrated — when the model says 61%, 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 39 out of every 100 times Birrell 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.