Prediction: Momoko Kobori vs Elizabeth Mandlik
Our model (Elo on grass, opponent-adjusted) gives 54% to Momoko Kobori; the market gives 65% to Elizabeth Mandlik (odds 1.44).
On recent form, Momoko Kobori is 7-3 (wins-losses) over their last 10 matches and Elizabeth Mandlik 4-6 over theirs.
| Momoko Kobori | Elizabeth Mandlik | |
|---|---|---|
| Our model | 54% | 46% |
| Market | 35% | 65% |
The bar above blends our model with the market: where our probability diverges most from the odds is where the model sees the widest gap.
Match keys
- Head-to-head: Momoko Kobori 1–0 Elizabeth Mandlik (1).
- Note: Elizabeth Mandlik makes many double faults (5.3/match).
Statistics
| Momoko Kobori | Elizabeth Mandlik | |
|---|---|---|
| Win % | 60% | 50% |
| Win % · Grass | 67% (3) | 50% (4) |
| Sets (G-P) | 1.5-0.9 | 1.1-1.2 |
| Games (G-P) | 12.9-9.7 | 10.7-11.2 |
| Aces | 0.5 | 3.5 |
| Double faults | 2.7 | 5.3 |
| 1st serve % | 60.4% | 60.5% |
| Break % | 56.3% | 33.5% |
H2H · Momoko Kobori 1 – 0 Elizabeth Mandlik (1)
Head-to-head (H2H) · Momoko Kobori 1–0 Elizabeth Mandlik
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| Date | Sets | Games | Res. |
|---|---|---|---|
| 12/03/21 W15 Sharm El Sheikh | 2-0 | 12-4 | W |
Last 10 matches played
Last matches of each player (sets and games). W = win, L = loss. Common opponents to both are in blue.
Momoko Kobori
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| Date | Opponent | Sets | Games | Res. |
|---|---|---|---|---|
| 05/07 | Mary Lewis WTA Newport · Grass |
2-1 | 16-8 | W |
| 02/07 | Yexin Ma W100 Cary · ~Hard |
1-2 | 14-14 | L |
| 30/06 | Victoria Osuigwe W100 Cary · ~Hard |
2-0 | 13-6 | W |
| 15/06 | Anastasia Kulikova WTA Figueira da Foz · Hard |
1-2 | 12-15 | L |
| 14/06 | Carmen Lopez Martinez WTA Figueira da Foz · Hard |
2-0 | 12-1 | W |
| 08/06 | Celine Naef WTA Ilkley · Grass |
0-2 | 10-14 | L |
| 07/06 | Katy Dunne WTA Ilkley · Grass |
2-0 | 13-7 | W |
| 23/05 | Yuki Naito W100 Takasaki · ~Hard |
1-2 | 15-18 | L |
| 22/05 | Hikaru Sato W100 Takasaki · ~Hard |
2-0 | 12-7 | W |
| 22/05 | Mei Yamaguchi W100 Takasaki · ~Hard |
2-0 | 12-7 | W |
Elizabeth Mandlik
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| Date | Opponent | Sets | Games | Res. |
|---|---|---|---|---|
| 23/06 | Alina Charaeva Wimbledon Women · Grass |
0-2 | 6-12 | L |
| 12/06 | Darja Vidmanova WTA Ilkley · Grass |
1-2 | 16-19 | L |
| 12/06 | Dalma Galfi WTA Ilkley · Grass |
2-0 | 12-8 | W |
| 10/06 | Mingge Xu WTA Ilkley · Grass |
2-1 | 16-11 | W |
| 29/05 | Guiomar Maristany Zuleta De Reales W75 Zaragoza · ~Clay |
0-2 | 5-13 | L |
| 28/05 | Mai Hontama W75 Zaragoza · ~Clay |
2-0 | 11-4 | W |
| 27/05 | Tessa Johanna Brockmann W75 Zaragoza · ~Clay |
2-1 | 17-11 | W |
| 19/05 | Teodora Kostovic French Open Women · Clay |
0-2 | 4-12 | L |
| 07/05 | Eva Vedder W100 Indian Harbour Beach · ~Clay |
0-2 | 7-12 | L |
| 05/05 | Madison Sieg W100 Indian Harbour Beach · ~Clay |
2-0 | 13-10 | W |
Frequently asked questions
Who is the favourite in Momoko Kobori vs Elizabeth Mandlik?
Our model gives 56% to Elizabeth Mandlik, using surface Elo on grass.
What is the prediction based on?
On an Elo model by surface (grass) adjusted for opponent quality, compared with the market odds.

