MODEL PREDICTION · 2026-09-21
● HARD

E. Lys vs G. Ruse — prediction

Seoul
LYSWIN PROBABILITYRUSE
81%
model prob.
@2.25
odds · 44% impl.
⏱Rest 4d vs 22d◐Hard 57%🎾Serve 52%📈Form 4/10 · 2✗
CONDITIONS OF THE MATCH◆ in the model◇ context
Surface◆
Hard

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

Temperature◇
27°C

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

Humidity◇
41%

Dry air: the ball travels normally.

Wind◇
2 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 #66

›Hard specialist: performs +8% above baseline (58% career on the surface)

›Model 81% vs market 44% → the model sees it as MORE likely than the odds

›Recent form: 4/10 in recent matches

›Match-sharp: 4 matches in the last 2 weeks

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.
@1.24
fair odds
+81.9%
expected value
BREAKDOWN · MODEL ANALYSIS

The model makes E. Lys the favorite with a 81% win probability, against G. Ruse's 19% — a conviction read: the model sees the match clearly leaning one way. Converted to odds, that probability is worth about @1.24; the offered odds are around @2.25 (a 44% implied), slightly above the market, so the model is a touch more optimistic.

Several factors explain the number: #100 vs #66; performs +8% above baseline (58% career on the surface); model 81% vs market 44% → the model sees it as more likely than the odds; 4/10 in recent matches.

Read it with perspective. Our probability is calibrated — when the model says 81%, 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 19 out of every 100 times Ruse 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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