L. Fruhvirtova vs C. Branstine — 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: #174 vs #565 (better ranked)
›Recent form: 2/10 in recent matches
›Model 63% vs market 70% → the model sees it as less likely than the odds
!Coming off 7 losses in a row
!Returning from a long layoff (30d) — possible rustiness
The model makes L. Fruhvirtova the favorite with a 63% win probability, against C. Branstine's 37% — a solid favorite, though Branstine keeps real chances. Converted to odds, that probability is worth about @1.59; the offered odds are around @1.43 (a 70% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #174 vs #565 (better ranked); 2/10 in recent matches; model 63% vs market 70% → the model sees it as less likely than the odds.
Read it with perspective. Our probability is calibrated — when the model says 63%, 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 37 out of every 100 times Branstine 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: Coming off 7 losses in a row; Returning from a long layoff (30d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.