TennisEdge's AI model finds no betting value in A. Vukic vs A. Dougaz (Washington on 2026-07-25) — the market is efficient, with A. Vukic favoured at 1.33.
VUKIC vs DOUGAZ — Washington (hard)
MODELS vs MARKET
ELO prob A: 65.1% | ML prob A: 68.9% | Blend: 68.1%
Book: 1.33 / 3.15 (implied A 70.3% — stale/context only)
Betfair ML (executable): A 1.49 (impl 67.1%) / B 2.80 (impl 35.7%)
Edge A: 68.1% - 68.2% (eff 1.4655) = ~0.0%. Edge B: 31.9% - 36.9% (eff 2.71) = -5.0%.
No numeric model-market disagreement in either direction.
ELO vs RANKING SANITY
Vukic: rank 99, ELO-favourite — consistent, credible.
Dougaz: rank 664 yet models give him ~32% vs a top-100 player. His ELO is
farmed: 10 straight wins across M15 Monastir 25/26 against all-1500 fields.
Classic high-ELO/modest-rank flag — any Dougaz lean is discounted, not created.
RECENT FORM (most recent 5 each)
Vukic: Won Granby TITLE 07-19 (F d. Gea 1813, GRIND 3 sets; SF d. Holmgren 1657
GRIND; QF d. Galarneau 1637 GRIND double-TB; R16 d. Arseneault DOM; R32 d.
Broady GRIND). 5-0 on hard, but all vs Avg/Strong Challenger fields, mostly grinds.
Dougaz: Won M15 Monastir 26 title 07-12 (5-0) after M15 Monastir 25 title (5-0)
— 10 straight wins, every opponent ELO 1500 (untracked M15 fields). Zero signal
about ATP-250 level.
FATIGUE (precomputed)
Vukic: 5 matches/14d, 3/7d, 619 court min, back-to-back, last 07-19. Age 30 —
slow recovery, tier hardened: disadvantaged. But 5 rest days since the final.
Dougaz: 2 matches/14d window, 157 min, last 07-12 — 12 days rest, fresh.
Fatigue edge: Dougaz, real but partially defused by Vukic's 5 rest days.
NARRATIVE
Let-down: Vukic won Granby Final 6d ago → WEAK letdown only.
Title recency: Vukic — TITLE: Granby 6d ago (hard) — live hard-court form is good.
Surface transition: none (both arriving off hard).
Venue: no Washington history in window for either.
GATES
G1 edge-origin: FAIL — stripped of fatigue/letdown, model vs Betfair edge is
~0% on A and -5% on B; any Dougaz case would be built from fatigue, which
cannot create a staked edge.
G2 consensus: FAIL — market AND both models agree Vukic ~65-69%; no hard
independent evidence against consensus (Dougaz's 10-0 is vs 1500 M15 fields).
G3 fatal-risk: FAIL — Dougaz's farmed ELO means his true level vs a top-100
ATP player is likely below the 32% the models print; class gap negates any
fatigue-dog thesis.
VERDICT: PASS. Efficient price, full model-market consensus, and the only
qualitative angle (Vukic fatigue/letdown) is a G1-violating manufactured edge
against a rank-664 opponent whose rating is inflated by M15 farming.