CÓMO IMPORTA CADA FACTOR
Level (Elo/ranking)▸ Lys●●●
Lys ranked #85 vs Kawa #137: 52-place gap favors Lys. Model assigns 53% to Lys, aligned with ranking logic—baseline structural advantage.
Surface▸ Lys●●●
Hard court: Lys 59% vs baseline 48% (edge +10 pts). Hard specialist advantage confirmed. Kawa data unavailable; Lys's +8% on hard drives the edge.
Serve/Return= Igualado●●
Serve: Lys 55% vs Kawa 56%—Kawa marginally better. Return: Lys 39% vs Kawa 47%—Kawa +8 pts. Kawa the stronger returner; balanced serve edge neutralizes it.
Form▸ Kawa●●
Kawa 3 wins in last 10 (30%); Lys form absent but likely similar or worse given rank decline. Kawa's recent record weak but less damaging than long layoff rustiness.
Rest▸ Kawa●●
Lys 42 days off (high rust risk); Kawa 6 days, 2 matches in 14 (match-sharp). Long layoffs—especially after form decline—carry tangible rustiness cost on hard courts.
Weather▸ Lys●
30°C, 60% humidity, 14 km/h wind: heat and humidity favor the harder hitter (Lys on hard). Wind 14 km/h adds variance; marginal impact on rally-based play.
RANKING & BASELINE EDGE
Lys enters Cincinnati ranked #85, a material 52-place advantage over Kawa at #137. The model calibrates this gap at 53% win probability—a modest but real favorite reading. Both players show identical ranking trend (−5), so no deterioration asymmetry. The baseline level difference is Lys's clearest structural edge and accounts for the model's core reasoning.
HARD COURT SPECIALTY
Lys has a documented hard-court edge: 59% career win rate on hard, compared to her 48% baseline across surfaces—a +10-point surface bonus. This positions her optimally at Cincinnati. Kawa's hard-court percentage is unavailable, forcing reliance on ranking-based expectation. The hard court amplifies Lys's ranking advantage; on a slower surface, the gap would narrow.
SERVE & RETURN STANDOFF
Serve rates are near-identical (Lys 55%, Kawa 56%), offering no separator. Return, however, favors Kawa: 47% vs Lys's 39%—an 8-point gap that makes Kawa the more dangerous returner. On a hard court where serve dominance typically rules, Kawa's return strength is valuable insurance, but Lys's marginally-better serve and overall ranking edge dilute its leverage.
FORM & REST: OPPOSING SIGNALS
Kawa shows weak recent form (3 wins in 10 matches; no quality wins) but carries match sharpness: 6 days rest, 2 matches in 14. Lys's form data is absent, but her ranking decline (−5) and long 42-day layoff signal rust and potential inactivity detuning. Returning after 6 weeks on a fast hard court carries tangible sluggishness risk—especially in the opening sets. Kawa, though inconsistent, enters with rhythm. This dynamic partly offsets her ranking deficit.
VALUE: MODEL VS. MARKET
The model estimates Lys at 53% (true probability), while the market implies 69% from 1.44 odds. The 16-percentage-point gap yields an expected value of −23.4% for backing Lys—a clear overlay. The market has overpriced her, likely anchoring on ranking alone and underweighting the 42-day layoff and weak form context. Kawa at 47% model probability sits closer to fair value, offering a contrarian edge if you trust the form and rest analysis. Neither is a strong lean; the match is competitive, but Lys is overpriced at current odds.
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.