Challenger · ELO ESTIMATE · 2026-07-15

A. Vukic vs N. Arseneaultprediction

Granby
✓ Correct
VUKICWIN PROBABILITYARSENEAULT
75%
Elo prob.
@1.23
odds · 81% impl.
🎾Serve 61%📈Form 5/10
WHAT THE ESTIMATE IS BASED ON

Tour Elo: 1761 vs 1574 — favorite by rating

Challenger tier · 344 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.
@1.34
fair odds
−8.2%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)▸ Vukic●●●
Vukic's 1761 Elo and No. 104 ranking dwarf Arseneault's 1574 Elo and No. 638 ranking, driving the model's 75% baseline probability.
Serve/return▸ Vukic●●
Vukic backs that gap with a 61% service-points-won rate and 34% on return, showing a complete game with no opponent numbers to offset it.
Form= Even
Both are 5-5 over their last 10 (LWWLWWLLLW vs WLLLLWLWLW) with a current 1-match win streak each — no edge either way.
Rest▸ Vukic
Both played yesterday, but Arseneault has 3 matches in 14 days vs. Vukic's 2, a slightly heavier recent workload.
Value▸ Arseneault●●●
At 1.16 odds the market implies 86% for Vukic, above the model's 75%, yielding a -13.5% EV — no backing value despite favoritism.
CLASS GAP

The core of this match is a significant ratings and ranking disparity: Vukic's 1761 Elo sits nearly 190 points above Arseneault's 1574, and the 104-versus-638 ranking gap is even more pronounced. This translates directly into the model's 75% baseline win probability for Vukic — a level difference wide enough that it should show up in most phases of play, not just one or two key moments.

This is a Challenger-level Elo estimate rather than the more rigorous ATP factor model, so treat the 75% as directionally sound but not surgically precise. Still, a gap of this size between a top-110 tour regular and a player outside the top 600 is a real, structural edge.

SERVE STRENGTH

Vukic's 61% rate on service points won is a strong number in isolation and, combined with a 34% return rate, points to a player who can hold comfortably and still generate return pressure — a well-rounded profile for closing out sets against a much lower-ranked opponent. No equivalent serve or return figures exist for Arseneault, so this comparison can't be made head-to-head, but Vukic's own numbers are solid enough to stand on their own as a mechanism for expected dominance.

FORM & FATIGUE

Recent form is essentially a wash: both players sit at 5-5 across their last 10 matches, each riding a single-match winning streak, so neither carries momentum into this one. The rest picture tilts marginally toward Vukic — both played as recently as yesterday, but Arseneault has squeezed in three matches over the last 14 days versus Vukic's two, a small added physical burden even if the equal one-day turnaround limits how much it should matter.

VALUE READ

Being the favorite is not the same as being a good bet. The model puts Vukic at 75%, but the market, at 1.16 odds, is pricing him at 86% — a full 11 points higher. That gap produces a -13.5% expected value, meaning the price already overstates his chances relative to this model's estimate.

This is also a soft Challenger/ITF market built on Elo rather than the more rigorous ATP framework, so the edge here is unproven either way. The honest takeaway: Vukic is very likely the better player in this match, but at these odds there's no value in backing him — the market has already priced in more certainty than the model supports.

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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