PREDICCIÓN DEL MODELO · 2026-09-24
● HARD

J. Duckworth vs L. Sonego — predicción

Chengdu
✗ Fallado
DUCKWORTHPROBABILIDAD DE VICTORIASONEGO
55%
prob. modelo
@2.13
cuota · 47% impl.
⚔H2H 1–2 Duckworth⏱Descanso 5d vs 16d◐Hard 47%🎾Saque 65%📈Forma 7/10 · 2✗
CONDICIONES DEL PARTIDO◆ en el modelo◇ contexto
Superficie◆
Dura

Bote regular y velocidad media-alta: condiciones neutras, sin favorecer un estilo.

Temperatura◇
25°C

Ambiente cálido: la bola vuela algo más y el físico cuenta.

Humedad◇
73%

Aire húmedo: la bola pierde algo de velocidad.

Viento◇
6 km/h

Viento flojo: sin efecto apreciable.

Altitud◇
500 m

Altitud moderada: la bola vuela algo más que a nivel del mar.

La superficie sí entra en el modelo (la especialización por superficie es uno de sus factores). El clima y la altitud son contexto que publicamos para ti — NO mueven la probabilidad.

EL RAZONAMIENTO DEL MODELO

›Ranking: #65 vs #86 (mejor clasificado)

›Cara a cara: 1-2 en contra

›Modelo 55% vs mercado 47% → el modelo lo ve MÁS probable que la cuota

›Forma reciente: 7/10 en los últimos partidos

OJO CON

!Cara a cara desfavorable (1-2)

Probabilidad calibrada del modelo (~65% de precisión fuera de muestra). No es una garantía: el modelo ≈ el mercado de media, así que la cuota ya captura casi toda la ventaja. +18 · juega con responsabilidad.
@1.82
cuota justa
+16.9%
valor esperado
CÓMO IMPORTA CADA FACTOR
Level (Elo/ranking)▸ Duckworth●●●
Duckworth ranked #65 vs Sonego #86 (Elo 1868 vs 1841). Model assigns 55% to the higher-ranked player; baseline 41% vs 46% slightly favors Sonego on hard court, but ranking advantage dominates.
Head-to-head▸ Sonego●●
Sonego leads 2–1. Duckworth won only the most recent (2026); Sonego won in 2022 and 2021. Concrete disadvantage in direct history for the favorite.
Form▸ Duckworth●●
Duckworth 7/10 last 10 matches, streak −2; Sonego 4/10 last 10, streak −3. Duckworth has quality win (Navone, Elo 1952); Sonego has none. Clear form edge to Duckworth.
Rest/Fatigue▸ Sonego●●
Sonego rested 16 days, zero matches in 14 days. Duckworth last played 5 days ago, one match in 14 days. Fresh advantage to Sonego; Duckworth carries minor fatigue.
Serve/Return▸ Sonego●●
Sonego serves 68% vs Duckworth 65% (3-point edge). Both weak returners (Duckworth 35%, Sonego 32%). Sonego's serve advantage is the only positive gap in the match.
Weather= Igualado●
Warm (25°C), humid (73%), light wind (6 km/h). Humidity and heat do not sharply penalize either player's profile; no decisive weather mechanism.
RANKING AND ELO FAVOR DUCKWORTH

Duckworth's advantages in ranking (#65 vs #86) and Elo rating (1868 vs 1841) align with the model's 55% probability forecast. On hard courts, where both players have mediocre absolute numbers (Duckworth 47%, Sonego 49%), the ranking gap is the primary quality signal. The model trusts this edge: it assigns Duckworth 55% despite his baseline hard-court performance (41%) being below Sonego's (46%). In other words, ranking overrides the surface data.

SONEGO'S HEAD-TO-HEAD AND SERVE EDGE

Sonego has won two of their three prior meetings (2021, 2022), with Duckworth's only win coming recently in 2026. This is a factual disadvantage for the favorite: direct history does not reinforce the ranking forecast. Additionally, Sonego serves at 68% efficiency versus Duckworth's 65%—a small but concrete advantage that matters on a hard court where serve dominance is high. Both players struggle on return (35% and 32% respectively), so Sonego's 3-point serve edge is the only technical split favoring him.

FORM AND REST DIVERGE

Duckworth has won 7 of his last 10 matches and holds a quality win over Navone (Elo 1952), while Sonego is 4/10 with a three-match losing streak. This form gap strongly favors Duckworth. However, Sonego arrives fresh from 16 days' rest and no matches in the past 14 days, whereas Duckworth played five days ago and has one match in that window. In a best-of-three format, Sonego's freshness may mitigate his recent form weakness, but does not outweigh Duckworth's clear momentum.

SURFACE AND WEATHER ARE MILD HEADWINDS

Hard courts in Chengdu (500 m altitude, 25°C, 73% humidity) do not sharply favor either player. Duckworth's 47% hard-court conversion sits 6 points below his 41% baseline; Sonego's 49% sits only 3 points above his 46% baseline. Neither is a big hard-court specialist, so the surface is neutral-to-slightly-negative for Duckworth. Warmth and humidity in these conditions do not trigger extreme pace or bounce effects; wind at 6 km/h is negligible.

VALUE AND PROBABILITY

The model rates Duckworth at 55%, but the market (odds 2.13) implies 47%. This 8-point divergence yields +16.9% expected value for backing Duckworth. However, the favorite's historical head-to-head record (1–2) and Sonego's serve efficiency (68%) are legitimate doubts that the model's ranking-heavy approach may underweight. The odds offer mathematical value—the market underestimates Duckworth's ranking advantage—but value is not the same as a lock. Sonego's form is weak, but his rest and serve give him live chances. A sensible take: Duckworth should be favored, the odds are reasonable value for him, but the 55% is not a dominant forecast.

Impacto y análisis a partir de datos reales del partido (Elo, forma, cara a cara, descanso, superficie vs base, clima, altitud). El modelo ≈ el mercado de media; la cuota ya captura casi toda la ventaja. +18 · juega con responsabilidad.

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