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MODEL PREDICTION · 2026-07-13

E. Arango vs T. Zidansek — prediction

Iasi
ARANGOWIN PROBABILITYZIDANSEK
53%
model prob.
@1.92
odds · 52% impl.
Rest 14d vs 20d🎾Serve 56%📈Form 4/10 · 2✗
THE MODEL'S REASONING

Ranking: #97 vs #153 (better ranked)

Recent form: 4/10 in recent matches

Calibrated model probability (~64% out-of-sample accuracy, validated specifically on WTA). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.90
fair odds
+0.9%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)= Even●●●
Arango is better ranked (#97 vs #153) but Zidansek's Elo is higher (1537 vs 1514) — a split that explains the flat 50/50 model line.
Serve/return▸ Arango●●
Arango serves better (56% vs 51%) and returns marginally better (44% vs 43%), giving her the edge in direct point control.
Rest▸ Zidansek●●
Zidansek is fresher: 20 days off and 0 matches in the last 14 days, versus Arango's 1 match in that span.
Form▸ Zidansek
Zidansek has won 5 of her last 10 vs Arango's 4/10, though both share an identical 2-match losing streak.
Ranking trend▸ Zidansek
Arango's ranking has slipped 11 spots recently while Zidansek's has held steady, hinting at diverging momentum.
Market value= Even●●●
At 1.98 odds the market implies 51% vs the model's 50%, producing a -1% EV: no exploitable edge.
MIXED SIGNALS ON LEVEL

Arango holds the better conventional ranking at #97 versus Zidansek's #153, which on the surface suggests she is the stronger player. But Elo, which weighs recent match quality more heavily than ranking points, flips that picture: Zidansek's 1537 sits above Arango's 1514.

This contradiction between the two level metrics is the core reason the model lands on a dead-even 50/50 rather than tilting toward the nominally higher-ranked player.

SERVE EDGE VS FRESHNESS

Arango's game carries a real, if modest, advantage in the numbers that decide individual points: she serves at 56% against Zidansek's 51%, and edges her slightly on return as well (44% vs 43%). That combination should help her hold serve more comfortably and generate more pressure in return games.

Zidansek counters with a clear rest advantage — 20 days since her last match and no matches played in the past two weeks, compared to Arango's one match in that same window. Extra recovery time can blunt a modest serve deficit, especially if the match extends into a decisive third set.

FORM AND TRAJECTORY

Recent form tilts slightly toward Zidansek, who has won 5 of her last 10 matches against Arango's 4 of 10, even though both players carry an identical two-match losing streak into this event.

More notable is the ranking trend: Arango has dropped 11 spots recently while Zidansek's ranking has stayed flat, a signal that points to diverging short-term trajectories even if it isn't decisive by itself.

VALUE READ

The model treats this as a true coin flip at 50/50, and the market is barely different, implying 51% for Arango at odds of 1.98. That gap produces an expected value of -1%, meaning there is no edge to exploit on either side.

Arango's status as favorite here is nominal rather than substantive: the serve edge and ranking give her a marginal statistical lean, but rest, form, and Elo push back toward Zidansek. This is a genuinely close match, not a value opportunity.

Impact and analysis from real match data (Elo, form, head-to-head, rest, surface vs baseline, weather, altitude). The model ≈ the market on average; the odds already capture almost all the edge. 18+ · gamble responsibly.

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