M. Trungelliti vs K. Nishikori — 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: #90 vs #467 (better ranked)
›Recent form: 3/10 in recent matches
›More rested: 21d vs opponent's 13d
›Model 60% vs market 48% → the model sees it as MORE likely than the odds
!Returning from a long layoff (21d) — possible rustiness
The model makes M. Trungelliti the favorite with a 60% win probability, against K. Nishikori's 40% — a solid favorite, though Nishikori keeps real chances. Converted to odds, that probability is worth about @1.68; the offered odds are around @2.10 (a 48% implied), slightly above the market, so the model is a touch more optimistic.
Several factors explain the number: #90 vs #467 (better ranked); 3/10 in recent matches; 21d vs opponent's 13d; model 60% vs market 48% → the model sees it as more likely than the odds.
Read it with perspective. Our probability is calibrated — when the model says 60%, that outcome happens roughly that percentage of the time, with ~65% out-of-sample accuracy — but being the favorite is not being the winner: roughly 40 out of every 100 times Nishikori 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 (21d) — possible rustiness. This is informational analysis, not a betting recommendation. 18+ · play responsibly.