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ITF · ELO ESTIMATE · 2026-07-11

A. Nordquist vs N. Koizumi — prediction

M15 Wuning 5 (China)
✓ Correct
NORDQUISTWIN PROBABILITYKOIZUMI
59%
Elo prob.
@1.50
odds · 67% impl.
📈Form 9/10 · 4✓
WHAT THE ESTIMATE IS BASED ON

Tour Elo: 1594 vs 1531 — favorite by rating

ITF tier · 99 matches in the favorite's track record

Elo estimate (not the ATP factor model): these are softer, less-analyzed markets

WATCH FOR

!Soft market: the value edge in Challenger/ITF is NOT proven live — treat it as an estimate, not an opportunity.

Tour Elo estimate (Challenger/ITF markets, not covered by the factor model). The value edge here is unproven live — it's a reference, not a recommendation. 18+ · gamble responsibly.
@1.70
fair odds
−11.6%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)▸ Nordquist●●
Elo gap of 63 points (1594 vs 1531) gives Nordquist a rating edge, translating to the model's 59% win probability.
Form▸ Nordquist●●
Nordquist is riding a 4-match win streak (9-1 in last 10) versus Koizumi's choppier 7-3 with three losses in a row mid-stretch.
Rest= Even
Both played 1 day ago; Nordquist has one extra match in the last 14 days (4 vs 3), a marginal fatigue consideration either way.
Market value▸ Koizumi●●●
Odds of 1.50 imply 67% for Nordquist, well above the model's 59% — a -11.6% expected value if betting the favorite.
Data depth= Even
No surface, serve/return, or H2H data available; this Elo estimate rests on a thinner ITF-level sample than tour-level models.
RATING AND FORM EDGE

Nordquist holds a clear Elo advantage, 1594 to 1531, which is the main quantifiable edge in this match and drives the model's 59% favorite probability. This 63-point gap is meaningful at the ITF level, where rating differentials tend to reflect real performance gaps built over dozens of matches — the model notes 99 matches in Nordquist's track record, suggesting the rating is reasonably stable.

Recent form reinforces this: Nordquist arrives on a 4-match winning streak and has dropped just one match in his last ten, while Koizumi's last ten shows a rougher patch with three consecutive losses before his current 2-match streak. Momentum alone doesn't decide matches, but combined with the Elo gap, it points in the same direction.

RISK: MARKET OVERPRICING

This is the critical piece for anyone considering the bet: the sportsbook prices Nordquist at 1.50, implying a 67% win probability — eight points higher than the model's 59% estimate. That gap produces a expected value of -11.6%, meaning that even though Nordquist is the more likely winner on paper, the price being offered does not compensate for the model's uncertainty.

Favorite and value are not the same thing. Nordquist can still be the more probable winner while the bet itself is a poor risk-reward proposition at these odds.

THIN DATA CAVEAT

No surface, serve/return, weather, altitude, or head-to-head data exists for this matchup, and rankings are not listed. That leaves Elo and recent form as the only substantive inputs, which is a much narrower base than a tour-level analysis would have.

The model explicitly flags this as a soft Challenger/ITF market estimate, not the more rigorous ATP factor model — treat the edge as unproven and the probabilities as directional rather than precise.

HONEST TAKE

Nordquist is the statistically stronger player here on rating and recent form, and the model gives him a solid majority probability of 59%. However, the market has priced him even higher, at an implied 67%, and that gap turns this into a -11.6% EV bet if taken at 1.50.

The honest read: this looks like a case where the favorite is not overvalued in terms of who is more likely to win, but the bet is overvalued in terms of price. Absent surface or head-to-head context, and given the thinner ITF Elo sample, this should be treated as a soft signal rather than a confirmed opportunity.

Impact and analysis from real match data (Elo, form, head-to-head, rest, surface vs baseline, weather, altitude). Soft-market estimate: the value is unproven live. 18+ · gamble responsibly.

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