MODEL PREDICTION · 2026-07-22

N. Bartunkova vs L. Tararudeeprediction

Livesport Prague Open
✗ Missed
BARTUNKOVAWIN PROBABILITYTARARUDEE
59%
model prob.
@1.62
odds · 62% impl.
🎾Serve 61%📈Form 5/10
THE MODEL'S REASONING

Ranking: #48 vs #99 (better ranked)

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.
@1.68
fair odds
−3.6%
expected value
HOW EACH FACTOR MATTERS
Level (Elo/ranking)▸ Bartunkova●●●
Bartunkova's #48 ranking and 1646 Elo (vs #99, 1574) underpin her 56% baseline win rate, the model's core edge.
Form▸ Tararudee●●●
Tararudee arrives on a 6-match win streak (8/10) vs Bartunkova's uneven 5/10, a clear momentum gap.
Rest▸ Bartunkova●●
Tararudee has played 6 matches in 14 days vs Bartunkova's 1, adding fatigue risk despite both having 1 day of rest.
Serve/return▸ Tararudee
Tararudee wins slightly more serve points (63% vs 61%), while both return equally at 43%, a small serving edge for her.
Market pricing= Even●●
The model's 59% trails the market's 65% implied probability, yielding a -7.8% EV — no backable edge at 1.55.
CLASS GAP

Bartunkova holds a meaningful ranking and Elo advantage — #48 versus #99, and 1646 versus 1574 — which drives her 56% baseline win rate before any other adjustments. This gap reflects a genuine quality difference built over a larger sample of matches, and it's the single strongest pillar behind her favorite status.

Still, class edges like this one are necessary but not sufficient in a single match, especially when other in-form indicators point the other way.

MOMENTUM CONTRAST

Recent form tells a very different story. Tararudee has won 8 of her last 10 matches and rides a 6-match winning streak, while Bartunkova has managed just 5 wins in her last 10 with a modest 1-match streak. This form imbalance is one of the more concrete indicators of current playing level, and it works squarely against the higher-ranked player here.

Momentum doesn't override ranking, but a six-match streak signals Tararudee is executing well right now, which should not be discounted.

SCHEDULE LOAD

Both players are equally rested in terms of days since their last match (1 day each), but the volume of recent play is lopsided: Tararudee has competed in 6 matches over the last 14 days compared to just 1 for Bartunkova. That workload could translate into accumulated physical load over a longer match, partially offsetting her form advantage.

This is a real but secondary factor — it tempers, rather than reverses, the momentum edge Tararudee otherwise holds.

SERVE BALANCE

The serving numbers are close but lean slightly toward Tararudee, who wins 63% of her service points against Bartunkova's 61%. Their return numbers are identical at 43%, meaning neither player has a clear return-based advantage to offset the serve gap.

This is a minor differentiator rather than a decisive one, but it aligns with Tararudee's broader form advantage rather than counterbalancing it.

VALUE READ

The model prices Bartunkova at 59% to win, notably below the market's implied 65% at odds of 1.55. That gap produces a -7.8% expected value, meaning this line does not offer backable value even though Bartunkova is the favorite on paper.

Being the favorite is not the same as being the right bet: ranking and Elo support her status, but current form, schedule context, and the model-versus-market gap all argue for caution rather than confidence at this price.

Impact and analysis from real match data (Elo, form, head-to-head, rest, surface vs baseline, weather, altitude). The model ≈ the market on average; the odds already capture almost all the edge. 18+ · gamble responsibly.

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