JapanWTA OsakaFinishedFeatured

Predictions graded

Ann Li #25United States1Ashlyn Krueger #55United States2

Sets 4-6 · 7-6 · 3-6Sat 24 Oct 2026, 05:15 Predictions gradedSemi-FinalHard

Predictions1–811%

Edges1–517%

Player Profiles

Ranking advantageAnn Li · 30 places

Ann Li

United States

Reached a career-high ranking of No. 29 in May 2026. The WTA lists grass as her favourite surface; she plays right-handed and stands 170 cm.

Current ranking: #25
Peak ranking: #29 · 2026
Current age: 26
Preferred surface: I.hard
Hand: Right handed
Height: 170 cm

Ashlyn Krueger

United States

American right-hander born in May 2004. No verified current injury, withdrawal, or Cincinnati workload signal was established from the requested searches.

Current ranking: #55
Peak ranking: —
Current age: 22
Preferred surface: Grass
Hand: Right handed
Height: 185 cm

Quick Take

Pre-match view

Context last updated 23 Oct 2026, 21:34 · Europe/Bucharest

A place in the Osaka final is on the line, with Ann Li's better hard-court record in this sample meeting Ashlyn Krueger's run of three straight-set wins.

Li, ranked 25 to Krueger's 55, won their October meeting 6-4 6-2 and is the likelier winner, though 1.65 gives nothing away. Fewer than 20.5 games at 2.3 is the price worth backing.

Context

It is the only meeting on record and it was one-sided in games as well as sets, which is the main support for a low games line. One match is a thin basis for a total, and the line depends on how often Krueger keeps sets short in her own right rather than on this result alone.
- 3 October 2026: Ann Li beat Ashlyn Krueger 6-4 6-2 on hard, 18 games in total.
The sample runs from 13 August to 23 October 2026 and her matches average 17.9 games, the shortest of the two players. Short matches have gone both ways, though: she lost six of those 14, so a quick finish is not automatically a winning one. Fourteen matches is a small base, and a single tight set can push a total past this line.
- 13 of 14 completed hard-court matches between 13 August and 23 October 2026 finished 2-0; one went to three sets.
- Average match length in that sample: 17.9 games.
If Krueger takes the opening set, the record suggests Li has often responded rather than folded. The same numbers cut the other way for anyone backing Li to lead early, since her first sets are dead level across the sample. Fourteen matches is a modest base and does not establish a pattern that will hold here.
- First sets: 7-7 across 14 completed hard-court matches, 27 August to 23 October 2026.
- Second sets: 10-4 across the same 14 matches.
It is the most recent match on either player's record and the longest, which works against the idea of a brief semi-final. The record does not say how she will recover from it, only that three-set matches are familiar: five of her 14 hard-court matches in the sample went the distance. She won the match, so the extra tennis is not evidence of a problem in itself.
- 23 October 2026: Li beat Lilli Tagger 6-4 3-6 7-6, winning 16 games to 16 across the match.

BetBugs edges

Compare BetBugs' chances with the market's.

Positive edges · 1

Other edges · 5

The published chance does not exceed the market's implied chance.

Total SetslostUncertainty band: Lean

Under 2.5

1.55fair 1.56

BetBugs 64% · Market 64.5%

−0.5ppshort

Krueger's straight-set pattern and the head-to-head favor under 2.5 sets.

Match WinnerlostUncertainty band: Lean

Ann Li

1.65fair 1.67

BetBugs 60% · Market 60.6%

−0.6ppshort

Higher ranking, better hard-court record and a recent straight-set head-to-head win point to Ann Li.

Set 1 WinnerlostUncertainty band: Slight lean

Ann Li

1.73fair 1.82

BetBugs 55% · Market 57.8%

−2.8ppshort

First-set records are level, but the recent head-to-head and Ann Li's higher match win rate give her a slight edge.

Game HandicaplostUncertainty band: Slight lean

Ann Li -1.5

1.80fair 1.85

BetBugs 54% · Market 55.6%

−1.6ppshort

Ann Li's recent game margin and head-to-head win support a two-game cushion.

BetBugs probabilities

How likely BetBugs thought each outcome was.

Result0 of 1 landed

Signal quality Medium · Uncertainty band Lean · Market price 1.65
The read
Higher ranking, better hard-court record and a recent straight-set head-to-head win point to Ann Li.
- Ann Li is ranked 25 and Ashlyn Krueger 55.
- Ann Li is 10-4 on hard in this sample; Krueger is 8-6.
- Ann Li won their recent hard-court meeting 6-4 6-2.
- Ann Li has won 10 of 14 second sets on hard.
BetBugs · Match WinnerlostAnn LiEstimated chance60%

Games0 of 3 landed

Signal quality Medium · Uncertainty band Slight lean · Market price 2.30
The read
Krueger's short recent matches and the 18-game head-to-head make under 20.5 more likely.
- Ann Li's average hard-court match has 22.93 games.
- Krueger's average hard-court match has 17.86 games.
- Their recent meeting had 18 games.
BetBugs · Total GameslostUnder 20.5Estimated chance56%
Signal quality Medium · Uncertainty band Slight lean · Market price 1.80
The read
Ann Li's recent game margin and head-to-head win support a two-game cushion.
- Ann Li's last six completed hard matches have a +14 game margin.
- She covered -1.5 in three of those six matches.
- She beat Krueger by six games in their recent meeting.
BetBugs · Game HandicaplostAnn Li -1.5Estimated chance54%
Signal quality Medium · Uncertainty band Near coin-flip · Not priced
The read
Krueger's shorter first sets and the near-line head-to-head favor under 9.5 slightly.
- Krueger's first sets average 8.43 total games.
- Ann Li's first sets average 9.86 total games.
- Their recent first set had 10 games.
BetBugs · Set 1 Total GameslostUnder 9.5Estimated chance51%

Sets1 of 3 landed

Signal quality Medium · Uncertainty band Lean · Market price 1.55
The read
Krueger's straight-set pattern and the head-to-head favor under 2.5 sets.
- Krueger has one three-set match in 14 on hard.
- Ann Li has five three-set matches in 14 on hard.
- Their recent meeting was decided in straight sets.
BetBugs · Total SetslostUnder 2.5Estimated chance64%
Signal quality Medium · Uncertainty band Lean · Market price 1.70
The read
Ann Li's second-set record is stronger and she took the second set in the head-to-head.
- Ann Li is 10-4 in second sets on hard.
- She won the second set 6-2 in their recent meeting.
- Krueger is 8-6 in second sets on hard.
BetBugs · Set 2 WinnerwonAnn LiEstimated chance58%
Signal quality Medium · Uncertainty band Slight lean · Market price 1.73
The read
First-set records are level, but the recent head-to-head and Ann Li's higher match win rate give her a slight edge.
- Ann Li is 7-7 in first sets on hard.
- Krueger is also 7-7 in first sets on hard.
- Ann Li won the first set 6-4 in their recent meeting.
BetBugs · Set 1 WinnerlostAnn LiEstimated chance55%

Match stats0 of 1 landed

Signal quality Medium · Uncertainty band Strong lean · Not priced
The read
Krueger's low tiebreak rate and the head-to-head without one make no more likely.
- Krueger had a tiebreak in 1 of 14 hard matches.
- Ann Li had a tiebreak in 6 of 14 hard matches.
- Their recent meeting had no tiebreak.
BetBugs · Tiebreak in MatchlostNoEstimated chance67%

Prediction history

Ann Li: 7/15 recent winner projections matched

7 of 15 comparable winner projections favouring Ann Li matched the recorded result. This is a limited recent sample, not a guarantee for this match.

Recent evidence for Ann Li15 matches

Date / competitionMatch resultPredictedActualResult

28 Jul·WTA Washington

#43Magdalena Frech2-0#32Ann Li

BetBugsAnn Li to win·62%

Missed

28 Jul 2026

WTA Washington

#43Magdalena Frech2-0#32Ann Li

Ann Li to win

62%probability

Magdalena Frech won

Missed

16 Jul·WTA Athens

#90Alina Korneeva2-0#31Ann Li

BetBugsAnn Li to win·62%

Missed

16 Jul 2026

WTA Athens

#90Alina Korneeva2-0#31Ann Li

Ann Li to win

62%probability

Alina Korneeva won

Missed

14 Jul·WTA Athens

#79Maria Timofeeva0-2#31Ann Li

BetBugsAnn Li to win·62%

Matched

14 Jul 2026

WTA Athens

#79Maria Timofeeva0-2#31Ann Li

Ann Li to win

62%probability

Ann Li won

Matched

23 Jun·WTA Bad Homburg

#29Ann Li1-2#19Ekaterina Alexandrova

BetBugsAnn Li to win·55%

Missed

23 Jun 2026

WTA Bad Homburg

#29Ann Li1-2#19Ekaterina Alexandrova

Ann Li to win

55%probability

Ekaterina Alexandrova won

Missed

19 Jun·WTA Nottingham

#29Ann Li1-2#76Viktorija Golubic

BetBugsAnn Li to win·58%

Missed

19 Jun 2026

WTA Nottingham

#29Ann Li1-2#76Viktorija Golubic

Ann Li to win

58%probability

Viktorija Golubic won

Missed

Head-to-Head

1-0 (1 meetings)

W6-4 6-2Ann Li#25vAshlyn Krueger#55Oct 3, 2026

1 total meetings

Previous match context available

Ann Li

11W 4L

6-4 3-6 7-6(0)#57Lilli Tagger

6-3 6-1#63Zeynep Sonmez

5-7 6-0 6-3#134Emerson Jones

6-4 6-1#9Iga Swiatek

6-1 7-6(1)#46Janice Tjen

3-6 6-4 7-6(5)#2Aryna Sabalenka

6-1 3-0 ret.#68Maria Camila Osorio Serrano

6-2 6-3#6Elina Svitolina

6-4 6-3#14Belinda Bencic

6-4 6-2#55Ashlyn Krueger

6-2 6-7(6) 6-2#8Linda Noskova

5-7 7-6(4) 6-4#36Donna Vekic

7-5 6-1#91Antonia Ruzic

7-6(7) 6-4#34Diane Parry

6-2 6-3#64Alycia Parks

Ashlyn Krueger

8W 7L

6-1 6-3#42Talia Gibson

6-3 6-1#53Lanlana Tararudee

6-4 6-4#46Janice Tjen

6-1 6-4#9Iga Swiatek

2-6 6-1 6-1#53Lanlana Tararudee

6-3 6-0#85Shuai Zhang

6-1 6-3#66Yulia Putintseva

6-3 7-6(8)#87Taylah Preston

6-4 6-2#25Ann Li

6-3 6-3#126Sofia Kenin

6-1 6-3#18Amanda Anisimova

6-4 6-4#102Julia Grabher

6-1 6-4#843Anna Frey

6-3 6-2#255Lois Boisson

6-3 3-1 ret.#19Naomi Osaka

Stat Battle

Last 15 match performance, compared side by side.

ALAnn LiLi

Last 15

5–3

9 core stats · 1 even

Ashlyn KruegerKruegerAK

Ann Li carries the stronger recent form — Ashlyn Krueger's route runs through pressure.

Serve · 3–1 · 1 even

1st Serve In56.2%+6.5pp62.7%

1st Serve Won72.4%+7.3pp65.1%

2nd Serve Won50.2%+7.4pp42.8%

Aces / Match6.3+2.73.6

Double Faults / Match3.6—3.7

Return · 0–1

Return Pts Won41.4%+1.0pp42.4%

Pressure · 1–1

Break Pts Converted34.9%+9.8pp44.7%

Break Pts Saved66.7%+10.3pp56.4%

Points · 1–0

Total Pts Won52.0%+2.5pp49.5%

Serve · 3–1 · 1 even

56.2%1st Serve In+6.5pp62.7%

72.4%1st Serve Won+7.3pp65.1%

50.2%2nd Serve Won+7.4pp42.8%

6.3Aces / Match+2.73.6

3.6Double Faults / Match—3.7

Return · 0–1

41.4%Return Pts Won+1.0pp42.4%

Pressure · 1–1

34.9%Break Pts Converted+9.8pp44.7%

66.7%Break Pts Saved+10.3pp56.4%

Points · 1–0

52.0%Total Pts Won+2.5pp49.5%

Ann Li

Ashlyn Krueger

Quick Take

Context

BetBugs edges

Under 20.5

Under 2.5

Ann Li

Ann Li

Ann Li

Ann Li -1.5

Result0 of 1 landed

Games0 of 3 landed

Sets1 of 3 landed

Match stats0 of 1 landed

Head-to-Head

Ann Li

Ashlyn Krueger

Stat Battle