T. Atmane vs J. Draper — Prediction & Analysis

TennisEdge's AI model finds no betting value in T. Atmane vs J. Draper (Montreal on 2026-08-03) — the market is efficient, with J. Draper favoured at 1.57.

Model probabilities

Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.

We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?

Elo ratings

Our own ratings, computed from match results since 2018. Players with fewer than 5 rated matches are omitted rather than shown at a provisional starting value. Last updated July 30, 2026.

Recent form

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Full analysis

═══ T. Atmane (A) vs J. Draper (B) — Montreal R1, hard ═══

MODELS vs MARKET
  ELO: A 0.195 / B 0.805   ML: A 0.262 / B 0.738   Blended: A 0.286 / B 0.714
  Betfair ml: A 3.0 / B 1.46 (comm-adj implied B 0.696, A 0.345)
  Pinnacle no-vig: A 0.327.  Book: A 2.37 / B 1.57.
  All three models AND the market agree Draper wins. Consensus on the winner.
  Blended B-ml edge = +1.8% (<5% bar). ELO B-edge = +10.9% but ELO is the
  one model that ignores Draper's context (see below) — discount it.
  Betfair already prices the dog Atmane at 33.3%, HIGHER than every model
  (20-29%) — so there is no undervalued-dog edge on A either; the exchange is
  ahead of the models on Atmane.

RECENT FORM / PATH / SHAPE
  Atmane (A, 24, rank 51): MATCH-SHARP on hard. Washington last week —
    beat Tiafoe (Elite 1886) in 3 sets 07-28, then lost tight to Tabilo
    (1791) 3-6 6-7 07-30. 2 hard matches in 7d, 3 days rest into today.
    Quality on-surface win + timing grooved. Shape STABLE-to-SHARPENING.
  Draper (B, 24, rank 10): last match 2026-06-26 (Eastbourne SF loss) —
    a 37-DAY LAYOFF into match one. All recent form is GRASS (Eastbourne run).
    Grass -> hard TRANSITION + long rust = depressed level and wider margin
    variance in his opener. Rank/ELO both credible but neither prices the
    layoff or surface switch, so ELO OVERSTATES Draper here.

FATIGUE (Step 2)
  Atmane: 239 court-min/14d, last match 07-30, 3 days rest — context only,
    not an extreme spot. No haircut. Age 24 baseline.
  Draper: well-rested (0 matches 14d) but that IS the rust — fresh-but-cold.
  Net: no fatigue edge either way.

NARRATIVE
  Transition: Draper grass->hard = RISK on any tight cover of him; supports
    Atmane's live-dog case but the exchange already reflects it.
  No Final/let-down signal. No venue history for either at Montreal.

ALT MARKETS
  Handicap A +3.5 @1.69: edge -20.4% (no).  B -3.5 @1.93: edge +6.9% but
    wide-lay tier needs >=10% AND the cover thesis (Draper blows out a
    rested, match-sharp opponent in his rusty opener) is contradicted by his
    transition/layoff — sim's 0.5998 is built on off-surface grass inputs. PASS.
  Totals: Over 22.5 @1.91 edge -11.3%; Under 22.5 @1.73 edge -1.4%. No edge.

GATES
  G1 edge-origin: FAIL — no market clears the numeric bar pre-narrative
    (best ML edge +1.8% blended; ELO's +10.9% rests on a rust-blind model).
  G2 consensus:   PASS(stake-tier only) — full model+market consensus on winner.
  G3 fatal-risk:  n/a for ML; margin bets fail G1 anyway.

VERDICT: PASS. Winner consensus is efficient; the only nominal edge (ELO on
Draper) comes from the one model that ignores his 37-day layoff and grass->hard
switch, and the exchange already prices the dog better than the models. No side
clears 5%. AH: A +3.5 @ 1.69 (shadow: not staked, dog is A but no ML edge).