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MODEL PREDICTION · 2026-07-13

D. Altmaier vs H. Gaston — prediction

ALTMAIERWIN PROBABILITYGASTON
64%
model prob.
@1.68
odds · 60% impl.
H2H 0–1 Altmaier🌡22° · 78% humRest 12d vs 1d🎾Serve 66%📈Form 5/10
THE MODEL'S REASONING

Ranking: #61 vs #118 (better ranked)

Recent form: 5/10 in recent matches

Head-to-head: 0-1 against

WATCH FOR

!Unfavorable head-to-head record (0-1)

Calibrated model probability (~65% out-of-sample accuracy). Not a guarantee: the model ≈ the market on average, so the odds already capture almost all the edge. 18+ · gamble responsibly.
@1.57
fair odds
+7.2%
expected value
HOW EACH FACTOR MATTERS
Rest▸ Altmaier●●●
Altmaier had 12 days rest and just 1 match in two weeks; Gaston played 6 matches in 14 days, including a final yesterday.
Level (Elo/ranking)▸ Altmaier●●
Elo edge (1863 vs 1833) and ranking (#61 vs #118) with a rising trend (+4 vs -2) favor Altmaier's overall level.
Serve/return▸ Gaston●●
Gaston returns better (41% vs 33%), outweighing Altmaier's serve edge (66% vs 62%), pointing to more break chances for Gaston.
Form▸ Altmaier
Altmaier's wins over Medvedev (2048 Elo) and Shelton (2032) are higher quality than Gaston's best win over Diaz Acosta (1925).
Head-to-head▸ Gaston
Gaston won their only prior meeting (2024), a real but statistically thin edge given the single-match sample.
Weather= Even
Mild, very humid conditions (21°C, 82% humidity) with light wind (6 km/h) don't clearly favor either player's known serve/return numbers.
FATIGUE EDGE

The clearest structural advantage here is physical freshness. Altmaier arrives with 12 days of rest and only one match played in the last two weeks, while Gaston has crammed six matches into 14 days and reached a final in Braunschweig just one day before this match. That kind of workload, especially back-to-back deep runs, typically shows up in slower first-step recovery and reduced serve power later in matches.

This congestion flag is not a minor detail: playing a final and then backing up almost immediately is a demanding schedule, and it directly supports Altmaier on the physical side of the ledger, independent of surface or ranking.

LEVEL & RANKING

On paper, Altmaier is the better-established player: a 30-point Elo gap (1863 vs 1833) and a ranking gap of #61 to #118, with Altmaier trending upward (+4) while Gaston is sliding (-2). These are modest but real signals that Altmaier has been performing at a somewhat higher level over a broader sample of matches.

SERVE-RETURN BALANCE

The service numbers complicate the picture. Altmaier holds a serve-points edge (66% vs 62%), but Gaston's return numbers are notably stronger (41% vs Altmaier's 33%). An 8-point return gap is larger than the 4-point serve gap, which suggests Gaston may generate more break opportunities than his own service performance implies. This tension between serve strength and return quality is the most match-specific technical crosscurrent in the data.

HISTORY & QUALITY

The two have met once, with Gaston winning in 2024 — worth noting but too small a sample to weigh heavily. More informative is the quality of recent wins: Altmaier has beaten Medvedev (2048 Elo) and Shelton (2032), both clearly stronger scalps than Gaston's best result, a win over Diaz Acosta (1925). Both players are on a one-match losing streak, so recent momentum is roughly a wash.

VALUE READ

The model rates this match a true coin flip (50/50), while the market prices Altmaier as a 60% favorite at 1.67 odds. That gap produces a negative expected value of -16.5% on backing Altmaier, meaning the price is not supported by the model's read of the underlying factors.

Altmaier does have real edges — rest, ranking, and quality of recent wins — but Gaston's superior return numbers and the market's already-generous pricing of Altmaier mean this is not a value bet as currently priced. Favorite status here reflects rest and ranking, not a mispriced 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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