M. Bouzkova vs H. Dart — predicción

Bouzkova's ranking advantage is real: #26 (Elo 1778) over Dart's #131 (Elo 1562) is a 216-point gap, the model's 74% reflects it, and hard courts amplify it — she wins 55% on hard vs her 61% baseline, while Dart collapses to 29% (−18 points). The serve data reinforces it: Bouzkova holds 9 points over Dart on serve (62% vs 53%), a structural edge in any format.

But Dart's 1–0 head-to-head win in 2024 is an immediate contradiction. On paper, Bouzkova should dominate; in practice, Dart has beaten her once already. The market has pushed the odds to 1.18 (85% implied), overpricing the favorite relative to the model's 74% estimate — a −13% expected value for backing her.

Dart enters with genuine momentum: 4 consecutive wins, a 6–4 record in her last 10 (WLLWWLWWWW is 6 wins, but the streak alone is strong). Bouzkova, by contrast, is choppy—6 wins in 10 but only a 1-match streak, and her sequence (LWWWLLWWLW) shows swings between wins and losses. Neither has quality wins listed, so surface aptitude and consistency matter more than beating ranked opponents.

Critically, Dart has played 4 matches in 14 days while Bouzkova has played only 1 in the same window. Both had 3 days rest before this match, so fresh, but Dart's heavier load may compound fatigue over a best-of-three set format if it goes deep. For now, her streak carries weight.

The hard court is Bouzkova's terrain and Dart's weakness. Bouzkova holds 55% on hard (only 6 points below her 61% baseline), while Dart's hard-court win rate of 29% is catastrophically low—18 points below her 18% baseline (note: baseline 18% is itself very low, suggesting Dart is fundamentally poor on hard). This 26-point combined separation is the single largest factor advantage Bouzkova holds.

The surface does not erase Dart's head-to-head win, but it tilts the court physics toward Bouzkova's game. Dart will need to win returning, dictate from the baseline, and avoid extended hard-court rallies—her percentages cannot sustain them.

The odds (1.18, 85% implied) are 11 percentage points higher than the model's 74% estimate. This is not trivial: the model, validated at ~64% out-of-sample accuracy on WTA, suggests the true probability is lower. The model accounts for Dart's head-to-head win, her current form (4-win streak), and the fatigue context (her 4-match load). The market seems to anchor too heavily on ranking and surface, ignoring recent evidence.

Backing Bouzkova at 1.18 carries −13% expected value. She is likely the better player on paper, but the odds do not compensate for the model's perceived overconfidence in her. Dart is not a 26% underdog in this specific matchup; the data and the recent result both suggest closer odds are justified.