TennisEdge's AI model finds no betting value in A. De Minaur vs B. Nakashima (Washington on 2026-07-31) — the market is efficient, with A. De Minaur favoured at 1.58.
Independent estimates of who wins, each from a different method. The blend is what the bot prices against the market.
| Method | A. De Minaur | B. Nakashima |
|---|---|---|
| Elo ratings-based, surface-weighted |
70.6% | 29.4% |
| Machine learning 29-feature gradient-boosted model |
75.0% | 25.0% |
| Serve / return point-by-point simulation |
55.0% | 45.0% |
| Blend what the bot actually prices off |
64.9% | 35.1% |
| Market implied de-vigged from the opening odds |
60.8% | 39.2% |
We publish how well these score against the closing market, including where they lose: how accurate are tennis predictions?
| Player | Surface | Elo | Record | Matches |
|---|---|---|---|---|
| A. De Minaur | hard | 1972 | 161–82 | 243 |
| B. Nakashima | hard | 1848 | 175–101 | 276 |
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 31, 2026.
B. Nakashima leads 3–1 over 4 meetings. Full record.
| Date | Event | Surface | Winner | Score |
|---|---|---|---|---|
| July 31, 2026 | Washington | hard | B. Nakashima | 2 - 0 |
| June 19, 2026 | London | grass | B. Nakashima | 2 - 0 |
| July 25, 2025 | Washington | hard | A. De Minaur | 2 - 0 |
| Oct. 19, 2021 | Antwerp | hard | B. Nakashima | 2 - 0 |
| L | B. Nakashima | 0 - 2 | July 31, 2026 |
| W | C. Hewitt | 2 - 0 | July 30, 2026 |
| W | S. Tsitsipas | 2 - 1 | July 29, 2026 |
| L | F. Cobolli | 0 - 3 | July 6, 2026 |
| W | Z. Svajda | 3 - 1 | July 4, 2026 |
| L | T. Fritz | 1 - 2 | Aug. 1, 2026 |
| W | A. De Minaur | 0 - 2 | July 31, 2026 |
| W | J. Mensik | 2 - 1 | July 30, 2026 |
| W | T. M. Etcheverry | 2 - 0 | July 28, 2026 |
| W | L. Miguel | 0 - 3 | July 18, 2026 |
All July 31, 2026 results & picks →
De Minaur (A, #6, 27) vs Nakashima (B, #33, 24) — Washington QF, hard.
MODELS vs MARKET
Betfair ML: A 1.60 (raw 62.5%, commission-adj implied 63.7%) / B 2.64.
ELO 70.6% | ML 75.0% | sim(model) 64.9% for A. Market sits mid-pack at ~63.7%.
Resimulate baseline: A 55.0% (OUTLIER low) — SPW A 0.611/hold 75.6% looks
suppressed for a top-6 hard-courter; his 50-match window is dominated by weak
grass (Hertogenbosch final loss, Wimbledon R16 loss to Cobolli) and dismal clay
(French 0-6 sets vs Mensik, Hamburg SF loss). Justified surface shade spw_a
0.611->0.64 (+0.03, within clamp) -> A 69.7%. But that 0.03 input moved the sim
+15pp — hyper-sensitive, so it gives NO reliable anchor. Honest range 55–70%;
defensible centre ~63-65%, i.e. basically AT market.
RECENT FORM (last 5)
De Minaur: W Hewitt 6-2 6-3 (Weak, DOM, 07-30); W Tsitsipas 6-4 3-6 6-3 (Strong,
GRIND, 07-29); L Cobolli grass; W Svajda grass; W Mannarino grass. Match-sharp at
venue (2 matches), on his best surface. Shape STABLE/SHARPENING (beat Strong
Tsitsipas). Pre-Washington grass/clay stretch was poor.
Nakashima: W Mensik 7-6 3-6 6-4 (Elite 1917, GRIND, 07-30); W Etcheverry 6-3 6-4
(Strong, DOM, 07-28); UTS exhibition W/L (elo-1500 placeholders, ignore); L Struff
grass; W Pinnington Jones grass. Shape POSITIVE (beat Elite Mensik) but physical.
H2H / PATH
Nakashima beat De Minaur 7-5 6-3 six weeks ago (London QF, grass) — genuine recent
H2H win, surface-specific but the market already prices it.
FATIGUE (Step 2)
Both played 07-30. De Minaur won a 2-set match (~neutral, round-progression only).
Nakashima WON a 3-set match yesterday vs Elite Mensik -> -4.5pp extra-set hangover
haircut on the dog (age 24, baseline, no modulation). This nudges A up, but G1
forbids it creating the edge — and the market over-prices visible fatigue, so
Nakashima's tired story is likely already baked into A's 1.60.
GATES
G1 edge-origin: FAIL — pre-fatigue honest prob ~63-65% vs commission-adj implied
63.7%; edge ~0-2%, below the 5% bar. Sim gives no reliable anchor (baseline 55%,
corrected 70%); ELO/ML high but contradicted by sim + recent H2H; market is mid.
G2 consensus: stake-tier only (n/a — no qualifying edge).
G3 fatal-risk: n/a (no margin bet staked).
MARKET CHOICE
ML A @1.60: honest prob ~64% vs implied 63.7% -> ~0% edge. PASS.
Handicap A -2.5 @2.00 (Betfair): high-variance (laying fav -2.5, needs blowout,
bar 10%). Expected margin only +0.7 to +2.6 games straddles 2.5; cover ~50-55%
vs ~51% implied -> no edge. PASS. AH: A -2.5 @ 2.00.
Totals under 23.0 @1.93: sim expected total 22.5 (baseline) / 21.9 (corrected);
under ~53-58% vs ~53% implied -> ~2%, marginal, no bet. PASS.
VERDICT: PASS. Efficient favourite price — models split (sim low, ELO/ML high),
market sits right in the middle, sim offers no stable anchor, a recent H2H loss
caps the case, and Nakashima's visible fatigue is likely already priced. No market
clears its edge bar at the executable price.