Daniel Altmaier vs Aleksandar Vukic — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Warm: the ball flies a little more and fitness counts.
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: #61 vs #105 (better ranked)
›Recent form: 6/10 in recent matches
›Head-to-head: 0-2 against
›More rested: 13d vs opponent's 6d
›Model 56% vs market 41% → the model sees it as MORE likely than the odds
!Unfavorable head-to-head record (0-2)
The model makes Daniel Altmaier the favorite with a 56% win probability, against Aleksandar Vukic's 44% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.78; the offered odds are around @2.42 (a 41% implied), slightly above the market, so the model is a touch more optimistic.
Several factors explain the number: #61 vs #105 (better ranked); 6/10 in recent matches; 0-2 against; 13d vs opponent's 6d.
Read it with perspective. Our probability is calibrated — when the model says 56%, 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 44 out of every 100 times Vukic 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: Unfavorable head-to-head record (0-2). This is informational analysis, not a betting recommendation. 18+ · play responsibly.