PropickAI PropickAI
Sign in Sign up
Free access Sign in to unlock the full prediction Create a free account to see the full AI breakdown, probabilities, risks and history.
World Tennis. Women. Landisvill
World Tennis. Women. Landisvill International
05.08.2026 15:30 UTC

Chang H - Mandlik E

✓ Prematch ready Prematch data ✓Line ✓Form –H2H ✓Prediction

Chang H take on Mandlik E on August 5, 2026 in the World Tennis. Women. Landisvill, International.

Scroll down for team stats, head-to-head record, odds and the PrognozAI AI pick.

🎯 PropickAI prediction
Medium confidence

Our model prediction (Glicko-2)

PropickAI model · comparison with the market line (no margin)

2 Mandlik E — 61%

Pure model vs market (2 · Mandlik E): model 39% · market 64% Δ −25 pp model estimates below the market

1 · Chang H38.5%
market36%
2 · Mandlik E ✓ Pick61.5%
market64%

Model estimate: win Chang H 38.5%, win Mandlik E 61.5%. Model favourite — Mandlik E.

Informational estimate, not a betting recommendation.

AI agent prediction

Independent AI-agent assessment from our data (model, market line, form, H2H)

2Mandlik E (odds1.49) Score 1:2 confidence 60%
  • • Chang Kh: forma VPVVV (4-1)
  • • Mandlik E: forma PVVV (3-1)
  • • Model backs Mandlik E: probability 60% vs 67% on the line (odds 1.49)
  • • no edge over the line (-7 pp) — informational only.

Analytical AI-agent assessment, not a betting recommendation.

Math-model prediction

AI match prediction Chang H - Mandlik E August 5, 2026

Tennis math model

The summary is built from our prematch context: line, form, lineups and Glicko.

Line favourite Fonbet: Mandlik E. We cross-check with Glicko and the math model below.
  • Win odds (Fonbet): 1 2.80 / 2 1.38

For reference

Fair probability (no margin)

Probability excluding the bookmaker margin — for reference, not a betting recommendation.
Winner bookmaker margin 8.1% 4 books · best price +2.4%
1 36.1%
2 ✓ Pick 63.9%

Odds source: consensus of 4 books (Baltbet, Betcity, Fonbet, Leon). This is the fair probability after removing the bookmaker margin from the odds — reference information, not a prediction or a betting recommendation.

For reference

Line movement

How the odds changed from opening to the current line — for reference, not a betting recommendation.
Winner P1 2.45 ↑ 2.80
Winner P2 1.50 ↓ 1.38

↓ odds shortened (money on this outcome), ↑ drifted (line weakened). For reference, not a betting recommendation.

AI

Model consensus

AI outcome leader: 1

Main outcome
Agreement 1/1
Confidence 62.0%

Modeli dayut edinyy signal. Takie matchi my pomechaem kak bolee silnye.

LIVE

Now in play

serve: Mandlik E · sets 0:1 · games 4-6 0-0 · game 15:00

Current match situation. Updates every ~3 min.

AI overview

AI predictions

AI analysis:2/7 ready · Still preparing:DeepSeek, ChatGPT, Qwen, Kimi, GLM 5.2

Google AI updated05.08.2026 16:24 UTC
1 35%
2 65% ✓ favourite
Score0:2 Total games: Over 21.5 Bet:2
Claude updated05.08.2026 16:27 UTC
1 37%
2 63% ✓ favourite
Score0:2 Total games: Over 20.5 Bet:2 — win Mandlik (brat ot 1.58)

AI consensus:2

AI 1 2 Score Total games Bet
Google AI 35% 65% 0:2 Over 21.5
Claude 37% 63% 0:2 Over 20.5
Tennis World Tennis. Women. Landisvill
World Tennis. Women. Landisvill 05.08.2026 15:30 UTC Not started
05.08.2026 15:30 UTC Not started
Chang H
Chang H
L L W W W L W W
Mandlik E
Mandlik E
W W L W W L L L
-:-
Odds
P1 2.80 34.4% BetBoom
P2 1.47 65.6% BetBoom
Preview Statistics Broadcast Comments

About the athletes

- Country -
#178 Rating #295
25 Age 28
1.70m Height (cm) -
- Weight (kg) -
Right Hand Right
- Seed -
- Coverage -
0 H2H 0

Serve and return stats

Chang H Mandlik E
Aces per match 1.76 7.00
Double faults per match 4.29 7
Breaks per match 2.88 6

Source:tennisstats.com (per-match averages)

TennisStats: rating, form and serve/return

Elizabeth Mandlik
Rank:178 Elo: 448
L L W W W L W W
Hanna Chang
Rank:295 Elo: 243
W W L W W L L L
Elo favourite:Mandlik E (edge +205 Elo)

Hard

Elizabeth MandlikHanna Chang
Win Percentage 2026 Calendar Year 46.2% 6 / 13 Matches 70.0% 21 / 30 Matches
Win Percentage Last 12 Months 52.9% 18 / 34 Matches 59.5% 25 / 42 Matches
Aces Per Match 1.57 7.00
Most Aces in a match 57 % 100 %

Clay

Elizabeth MandlikHanna Chang
Win Percentage 2026 Calendar Year 50.0% 7 / 14 Matches 50.0% 2 / 4 Matches
Win Percentage Last 12 Months 43.8% 7 / 16 Matches 45.5% 5 / 11 Matches
Aces Per Match 1.33 N/A
Most Aces in a match 0 % N/A

Grass

Elizabeth MandlikHanna Chang
Win Percentage 2026 Calendar Year 57.1% 4 / 7 Matches N/A 0 / 0 Matches
Win Percentage Last 12 Months 57.1% 4 / 7 Matches N/A 0 / 0 Matches
Aces Per Match 2.14 N/A
Most Aces in a match 29 % N/A

Source:tennisstats.com

H2H series (tennisstats)

Elizabeth Mandlik Hanna Chang
H2H wins 1 (100.0%) 0 (0.0%)
Sets 2 (100.0%) 0 (0.0%)
Wins this year 52.6% 20 / 38 Matches 68.3% 28 / 41 Matches
Wins in 12 mo. 52.5% 32 / 61 Matches 58.3% 35 / 60 Matches
Current rank 178 295

Source: tennisstats.com

Profile and percentages (tennisstats)

Elizabeth Mandlik Hanna Chang
Prize money (career) $741,430 USD $333,832 USD
Rating 178 295
Age 25 28
Height 1.70m —
Playing hand Right-handed Right-handed

Win percentage (match / set)

Elizabeth Mandlik Hanna Chang
Match Wins 53 % 68 %
Match Wins (3 Sets) 50 % 68 %
Wins in Straight Sets 24 % 56 %
Wins From Behind 22 % 19 %
Won At Least 1 Set 74 % 83 %
Set 1 Win 58 % 71 %
Set 2 Win 39 % 69 %
Set 3 Win 58 % 45 %

Source:tennisstats.com

Match stats (live, tennisstats)

Elizabeth Mandlik Hanna Chang
Last 10 balls 1 0

Source:tennisstats.com

Match center
Start 05.08.2026 15:30 UTC
Market 1 33.0% @ 2.80 / 2 67.0% @ 1.38
Form 6 matches
🥊 Humans vs Machines
🤖 7 AI models Mandlik E 64%
📐 Math model Mandlik E 61%
Every pick locked before kickoff · public log
Match center

Chang H - Mandlik E

V baze uchteny nedavnie matchi oboikh uchastnikov.

Form 1/4 recent games
H2H 0 head-to-head matches
Market 2 model / bookmakers
Flashscore match data source checked
Odds match data source checked
Bookiesapi match data source checked
Line depth match data source checked
Present in data
Market Form Match Participants Line Movement Overview
More needed
H2H Championat, Flashscore
Tournament Championat, Flashscore
Market and Glicko

Tennis math model. Tennis without draws: the base signal comes from player rating, surface, form, serve/return and tournament fatigue. For live logic the set state and who is serving matter more than the overall points score.

Outcome Line Glicko Signal
Chang H 36.1% 42.7% market and model agree
Mandlik E 63.9% 57.3% market and model agree

Glicko-2 is a team-strength rating: it weighs the line, history and consistency, but is not a guarantee.

Model = Glicko + Elo strength prior (heuristic, historical calibration in progress). Glicko38.5% · +Elo prior (weight0.45).

Tennis math model
P1 / P2 38.5% / 61.5% probabilities
Rating 1,936 / 1,673 Chang H / Mandlik E
RD 173 / 215 rating uncertainty
r +/- 2RD 1,591-2,282 / 1,243-2,104 strength interval
HFA: 0 HFA mu: 0.000 MoV: on N: N=1 P: two_way_glicko2_expected_score

Best value: no value found

Tennis without draws: the base signal comes from player rating, surface, form, serve/return and tournament fatigue. For live logic the set state and who is serving matter more than the overall points score.

Betting snapshot
1X2
2 1.38 Fonbet · no value · model 61.5%
1 2.80 Fonbet · no value · model 38.5%
Handicap
2 -0.5 1.85 Fonbet · line only
1 -0.5 1.85 Fonbet · line only
Total
Over 20.5 1.83 Fonbet · line only
Over 21.5 1.73 Fonbet · line only

Betting notes are built from the line, market and our math model: take a signal only when the model and market agree.

Bookmaker line

Match markets

Open on Fonbet →
bookmaker line and markets

Handicap

Outcome Baltbet Betcity Fonbet Leon
— — 1.88 53.2% —
— — 1.90 52.6% —
1.82 55.0% 1.76 56.8% 1.90 52.6% 1.77 56.5%
— — 1.75 57.1% —
— — 1.85 54.1% —
— — 1.82 55.0% —
— — 1.80 55.6% —
— — 1.80 55.6% —
— — 1.95 51.3% —
— — 1.85 54.1% —
1.88 53.2% 1.94 51.6% — 1.87 53.5%

Handicap

Outcome Fonbet
1.75 57.1%
4.70 21.3%
1.13 88.5%
1.95 51.3%

Total

Outcome Baltbet Betcity Fonbet Leon
Over 20.5 — — 1.83 54.6% —
Over 21.5 1.87 53.5% 1.84 54.4% 1.73 57.8% 1.83 54.6%
Over 22.5 — — 2.00 50.0% —
Under 20.5 — — 1.87 53.5% —
Under 21.5 1.83 54.6% 1.86 53.8% 2.00 50.0% 1.80 55.6%
Under 22.5 — — 1.73 57.8% —

Total

Outcome Fonbet
Over 2.5 2.45 40.8%
Under 2.5 1.48 67.6%

Betting benchmarks (tennisstats)

Outcome percentages for totals and props: values for each player and a match-total column.

Total games

Elizabeth Mandlik Hanna Chang Match total
Average Games in a Set 9.32 9.05 9.19
Over 6.5 97 % 97 % 97 %
Over 7.5 88 % 79 % 84 %
Over 8.5 71 % 68 % 70 %
Over 9.5 41 % 41 % 41 %
Over 10.5 15 % 12 % 14 %
Over 11.5 15 % 12 % 14 %

Aces

Elizabeth Mandlik Hanna Chang Match total
Aces Per Match 1.76 7.00 8.76
Most Aces in a match 35 % 100 % N/A
1+ 82 % 100 % 100 %
2+ 59 % 100 % 94 %
3+ 24 % 100 % 86 %
4+ 12 % 100 % 80 %
5+ 0 % 100 % 74 %

Breaks

Elizabeth Mandlik Hanna Chang Match total
Breaks Per Match 2.88 6 8.88
Over 0.5 76 % 100 % 100 %
Over 1.5 12 % 100 % 100 %
Over 2.5 12 % 100 % 100 %
Over 3.5 6 % 100 % 88 %
Over 4.5 6 % 100 % 88 %
Over 5.5 0 % 100 % 86 %

Tie-breaks

Elizabeth Mandlik Hanna Chang Match total
Tie Breaks Per Match 0.18 0.21 0.19
Over 0.5 12 % 21 % 16 %
Over 1.5 6 % 0 % 3 %
Under 0.5 88 % 79 % 16 %
Under 1.5 94 % 100 % 3 %

Double faults

Elizabeth Mandlik Hanna Chang Match total
Double Faults Per Match 4.29 7 11.29
Over 0.5 (1+) 100 % 100 % 100 %
Over 1.5 (2+) 100 % 100 % 100 %
Over 2.5 (3+) 82 % 100 % 97 %
Over 3.5 (4+) 71 % 100 % 94 %
Over 4.5 (5+) 35 % 100 % 94 %
Over 5.5 (6+) 29 % 100 % 88 %

Net points

Elizabeth Mandlik Hanna Chang Match total
Net Points Won Per Match 5.17 N/A N/A
Over 4.5 (5+) 67 % N/A N/A
Over 5.5 (6+) 33 % N/A N/A
Over 6.5 (7+) 0 % N/A N/A
Over 7.5 (8+) 0 % N/A N/A
Over 8.5 (9+) 0 % N/A N/A
Over 9.5 (10+) 0 % N/A N/A

Source:tennisstats.com

Match center
Chang H
W
04.08 14:00 UTC World Tennis. Women. Landisvill
Chang H 2:0 Khyuitt D
1 Wins
0 Losses
2.0 Sets won
0.0 Sets lost
100% Win percentage
Mandlik E
L W W W
22.07 15:08 UTC+0 World Tennis. Women. Evansvill
Mandlik E 0:2 Stefanini LStefanini L
16.07 14:05 UTC+0 World Tennis. Women. Granbi
Mandlik E 2:1 Arseno AArseno A
09.07 18:56 UTC+0 WTA 125K. Nyuport
Mandlik E 2:1 Brantmayer R
08.07 20:05 UTC+0 WTA 125K. Nyuport
Mandlik E 2:0 Kobori M
3 Wins
1 Losses
1.5 Sets won
1.0 Sets lost
75% Win percentage
Match center

Full head-to-head historyChang H - Mandlik E

Chang H
0 matches total
Mandlik E
Biggest win — largest score margin
Highest-scoring match — most goals in a game
Highest-scoring draw — draw with the most goals

Match history