MODEL PREDICTION · 2026-08-29
HARD

T. Preston vs A. Parksprediction

✓ Correct
PRESTONWIN PROBABILITYPARKS
51%
model prob.
@1.93
odds · 52% impl.
Rest 5d vs 2dHard 67%🎾Serve 57%📈Form 5/10 · 2✗
CONDITIONS OF THE MATCHin the modelcontext
Surface
Hard

Consistent bounce, medium-fast: neutral conditions, no style favored.

Temperature
26°C

Warm: the ball flies a little more and fitness counts.

Humidity
35%

Dry air: the ball travels normally.

Wind
8 km/h

Light wind: no noticeable effect.

Surface feeds the model (surface specialization is one of its factors). Weather and altitude are context we publish for you — they do NOT move the probability.

OUR MODEL'S REASONING

Ranking: #100 vs #89

Recent form: 5/10 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.
@1.96
fair odds
−1.3%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes T. Preston the favorite with a 51% win probability, against A. Parks's 49% — a tight match, without a wide margin. Converted to odds, that probability is worth about @1.96; the offered odds are around @1.93 (a 52% implied), virtually the same as what the market prices in.

Several factors explain the number: #100 vs #89; 5/10 in recent matches.

Read it with perspective. Our probability is calibrated — when the model says 51%, that outcome happens roughly that percentage of the time, with ~64% out-of-sample accuracy — but being the favorite is not being the winner: roughly 49 out of every 100 times Parks wins. The model also tends to agree with the market, so the odds already capture almost all the edge: don't take it as a sure value. This is informational analysis, not a betting recommendation. 18+ · play responsibly.

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