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.
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?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| S. Mochizuki | hard | 1558 | 118–110 | 228 |
| D. Sweeny | hard | 1584 | 223–130 | 353 |
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.
S. Mochizuki leads 1–0 over 1 meeting. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| Aug. 1, 2026 | Montreal | hard | S. Mochizuki | 2 - 1 |
| 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 |
| 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 →
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).