MODEL PREDICTION · 2026-07-25
HARD

A. Vukic vs A. Dougazprediction

Washington
✓ Correct
VUKICWIN PROBABILITYDOUGAZ
65%
model prob.
@1.46
odds · 68% impl.
Rest 6d vs 13d🎾Serve 64%📈Form 7/10 · 5✓
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

Consistent bounce, medium-fast: neutral conditions, no style favored.

Surface feeds the model — surface specialization is one of its factors.

OUR MODEL'S REASONING

Ranking: #104 vs #212 (better ranked)

Recent form: 7/10 in recent matches

On a streak: 5 wins in a row

Match-sharp: 5 matches in the last 2 weeks

Calibrated model probability (~65% out-of-sample accuracy). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.54
fair odds
−5.1%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)▸ Vukic●●●
Vukic's #104 ranking and 1808 Elo top Dougaz's #212/1763, and his 32% baseline reflects a modest but real gap in overall level.
Form▸ Dougaz
Dougaz is 10-0 in his last 10 with a 10-match streak, versus Vukic's 5-match run after an earlier 3-loss stretch.
Rest▸ Dougaz●●
Dougaz has 13 days off and just 2 matches in 14 days, while Vukic played 5 in 14 days on only 6 days' rest.
Serve/return▸ Vukic●●
Both hold serve at 64%, but Vukic's 36% return rate beats Dougaz's 30%, giving him more break-point opportunities.
Value= Even●●●
Model gives Vukic 65% vs a 75% market price, producing a -13.6% EV — the favorite is priced beyond the model's estimate.
LEVEL GAP

Vukic's higher ranking (#104 vs #212) and Elo edge (1808 vs 1763) point to a real, if not overwhelming, quality gap. His 32% baseline figure supports this as a moderate structural advantage rather than a dominant one.

This gap is the foundation of the model's 65% favorite probability, but it is not large enough to justify treating the match as a formality — Dougaz sits within a plausible upset range for a two-set format.

FORM CONTRADICTIONS

Dougaz arrives red-hot on paper: 10 straight wins and a perfect last-10 record. Vukic's own last10 shows a 5-match win streak, but it follows a 3-loss stretch earlier in the sample, meaning his recent form is good but less spotless.

Neither player has documented quality wins in the data, so the streaks alone can't be weighted as a like-for-like comparison of level — they simply describe recent match outcomes, not the strength of competition faced.

SCHEDULE ASYMMETRY

Vukic has been busy — 5 matches in the last 14 days and only 6 days since his last outing — which can accumulate physical load over a tournament week. Dougaz, by contrast, has had 13 days of rest and just 2 matches in the same span.

That rest advantage for Dougaz is tempered by the layoff risk flagged in the data: extended time off can also mean rust, so the rest edge shouldn't be read as a clean positive for him.

SERVE VS RETURN

The two players hold serve at an identical 64%, so neither has a clear service-based edge. The separating number is on return: Vukic sits at 36% versus Dougaz's 30%, a six-point gap that suggests more break opportunities for the favorite over the course of the match.

VALUE READ

The model rates Vukic at 65% to win, while the market prices him at an implied 75% (odds of 1.33). That gap produces a -13.6% expected value, meaning the current price does not offer backing value even though Vukic is the deserved favorite.

Being favored and being a value bet are different things here: the ranking, Elo, and return-game numbers support Vukic as the stronger player, but at this price the market is asking more confidence than the model's factors justify.

Impact and analysis from real match data (Elo, form, head-to-head, rest, surface vs baseline, weather, altitude). The model ≈ the market on average; the odds already capture almost all the edge. 18+ · gamble responsibly.

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