K. Rakhimova vs K. Birrell — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Mild: neutral conditions.
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: #83 vs #69
›Recent form: 4/10 in recent matches
›Head-to-head: 1-0 in favor
›More rested: 41d vs opponent's 14d
!Returning from a long layoff (41d) — possible rustiness
The model makes K. Rakhimova the favorite with a 50% win probability, against K. Birrell's 50% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.98; the offered odds are around @2.01 (a 50% implied), virtually the same as what the market prices in.
Several factors explain the number: #83 vs #69; 4/10 in recent matches; 1-0 in favor; 41d vs opponent's 14d.
Read it with perspective. Our probability is calibrated — when the model says 50%, 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 50 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. Watch out for: Returning from a long layoff (41d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.