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S. Mochizuki vs D. Sweeny — Prediction & Analysis

Montreal · ATP Montreal - Final · Aug. 1, 2026 · 17:30 UTC

TennisEdge's AI model finds no betting value in S. Mochizuki vs D. Sweeny (Montreal on 2026-08-01) — the market is efficient, with S. Mochizuki favoured at 1.44.

Surface hard Odds S. Mochizuki 1.44 · D. Sweeny 2.62

Verdict: no bet

The model found no value at current prices — the market has this one priced about right. That verdict is part of the public record too.
Profiles: S. Mochizuki · D. Sweeny · head-to-head record · Montreal

Model probabilities

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

Method S. Mochizuki D. Sweeny
Elo
ratings-based, surface-weighted
42.1% 57.9%
Machine learning
29-feature gradient-boosted model
46.9% 53.1%
Serve / return
point-by-point simulation
25.6% 74.4%
Blend
what the bot actually prices off
46.0% 54.0%
Market implied
de-vigged from the opening odds
64.5% 35.5%

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

Elo ratings

PlayerSurfaceEloRecordMatches
S. Mochizuki hard1558 118–110228
D. Sweeny hard1584 223–130353

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 Aug. 1, 2026.

Head to head

S. Mochizuki leads 1–0 over 1 meeting. Full record.

DateEventSurfaceWinnerScore
Aug. 1, 2026MontrealhardS. Mochizuki2 - 1

Recent form

S. Mochizuki

W D. Sweeny 2 - 1 Aug. 1, 2026
L H. Matsuoka 0 - 2 July 29, 2026
W C. Broom 2 - 1 July 29, 2026
L L. Draxl 0 - 2 July 25, 2026
W J. Monday 2 - 0 July 24, 2026

D. Sweeny

L S. Mochizuki 2 - 1 Aug. 1, 2026
L D. Milavsky 0 - 2 July 29, 2026
W D. Chan 2 - 0 July 28, 2026
L A. Martin 2 - 1 July 21, 2026
L G. Dimitrov 0 - 3 June 30, 2026

All Aug. 1, 2026 results & picks →

Full analysis

S. Mochizuki (A) vs D. Sweeny (B) — Montreal hard, "Final" (RE-CHECK of prior LEAN, fresh Betfair prices)

MODELS vs MARKET
  ELO 0.4215 / ML 0.4686 / model 0.4597 for A → all favor B (Sweeny) ~54%.
  Book: A 1.44 / B 2.62. Betfair ML (executable): A 1.64 / B 2.36 → market firmly favors A (~59% devigged).
  Nominal B edge at Betfair 2.36 (comm-adj 2.292, implied 43.6%): 0.5403-0.4363 = +10.4%. min_odds B = 1.94.
  So on paper a 10% exchange edge on B. The question is whether that model edge is trustworthy.

RECENT FORM (hard court, most recent 5)
  Mochizuki (A): 07-29 Van R16 LOST 3-6 2-6 vs Matsuoka(1260, BLOWOUT to weak); 07-29 WON 2-6 6-2 6-4 vs Broom(1627, grind);
    07-25 Win SF LOST 0-6 3-6 vs Draxl(1667, blowout); 07-24 WON 6-4 7-6 vs Monday(1438, grind); 07-23 WON 6-2 2-6 6-4 vs Chan(1350, grind).
    Shape: FADING — reached a SF but blown out 3-6 2-6 by a 1260 in latest match; wins are grinds vs weak fields.
  Sweeny (B): 07-29 Van R16 LOST 3-6 1-6 vs Milavsky(1547, BLOWOUT); 07-28 WON 6-4 6-1 vs Chan(1530, DOM);
    07-21 Bloomfield LOST 4-6 6-3 7-6 vs A.Martin(1502); + string of hard losses (Shimizu 1539, Aguiard 1525, Lajal).
    Shape: FADING on hard. Higher ELO is GRASS-inflated (Wimbledon/Ilkley runs); on hard he loses to 1500-1550 routinely.

ELO/RANKING SANITY
  Ranks near-equal: A 130 vs B 135. Yet ELO makes B clearly stronger. Divergence explained by B's grass-inflated rating —
  off-surface stats. On this HARD court B's real level is much lower than his ELO implies. => the model B-edge is contaminated.

FATIGUE
  Both last played 07-29 → 3 days rest before this match; no yesterday-3-setter, no extreme spot. A back_to_back 3 / 627min
  is cumulative context only (age 23, recovers well). Fatigue is neutral for pricing and cannot create the edge anyway.

NARRATIVE
  Tournament/round labels incoherent (both "lost Vancouver R16 on 07-29" yet listed in a Montreal "Final") — context unreliable,
  no letdown/title thesis buildable. Nothing to lean on.

GATES
  G1 edge-origin: PASS(numeric) — +10.4% exchange edge on B exists pre-narrative from model-vs-market gap.
  G2 consensus:   stake-tier — signal CONTAMINATED (B's ELO/ML inflated by off-surface grass results); would cap 0.5-1u lone_signal.
  G3 fatal-risk:  n/a (ML market).

VERDICT — PASS
  The nominal 10% B edge rests entirely on ELO/ML that are grass-inflated for Sweeny, whose actual HARD-court form is poor
  (repeated losses to 1500-1550 opponents, latest a 3-6 1-6 blowout). Discounting that contamination pulls B's true prob toward
  ~48-50%, at/below the 43.6% break-even's real margin — the edge collapses. The sharpest single estimator (Betfair) firmly
  favors Mochizuki, and I have no specific, articulable information the market is slow to price; both players are fading on hard
  and the match context labels are incoherent. Betting into a firmly-disagreeing market on a signal I have concrete reason to
  distrust is not a professional bet. Prior LEAN downgraded to PASS now that the developed exchange price (B 2.36) still leaves
  no validated edge. No independent value on A either (Betfair 1.64 already ~= fair for the hard-court read).