AI verdict

AI pick Wong C win probability ~66% confidence High best odds 1.41

Model consensus and the Glicko-2 rating lean to Wong C. Full breakdown below.

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ATP Challenger Cancun, Mexico Men Singles
ATP Challenger Cancun, Mexico Men Singles

Muller A - Wong C

✓ Prematch ready Prematch data Line Form H2H Prediction
Tennis ATP Challenger Cancun, Mexico Men Singles
ATP Challenger Cancun, Mexico Men Singles hard 19.08.2026 20:00 UTC Finished
19.08.2026 20:00 UTC Finished
Muller A
Muller A
Rank #136 Elo 445
38Bad Form
L L W W L L L W
Wong C
Wong C
Rank #93 Elo 680
55Average Form
W L L L L L L L
0:2
Coverage: hard
Preview

Extended stats (scorego)

Muller A Wong C
Win % 51.1% 53.6%
Hard % 48.6% 57.1%
Clay % 54.9% 39.1%
Grass % 30% 36.8%
Deciding set % 57.7% 52.4%
Tie-breaks % 48.2% 59.6%
Titles (total) 4 1
Last 10 LLWWLLLLLL LWWLWWWLWL

Source: scorego-app.com

About the athletes

- Country -
#136 Rating #93
29 Age 22
1.83m Height (cm) 1.91m
75kg Weight (kg) 80kg
Right Hand Right
- Seed -
hard Coverage hard
0 H2H 0

Serve and return stats

Muller A Wong C
Aces per match 3.00 9.70
Double faults per match 1.71 2.43
Breaks per match 2.1 1.87

Source:tennisstats.com (per-match averages)

TennisStats: rating, form and serve/return

Alexandre Muller
Rank:136 Elo: 445
L L W W L L L W
Chak Lam Coleman Wong
Rank:93 Elo: 680
W L L L L L L L
Elo favourite:Wong C (edge +235 Elo)

Hard

Alexandre MullerChak Lam Coleman Wong
Win Percentage 2026 Calendar Year 25.0% 1 / 4 Matches 62.2% 28 / 45 Matches
Win Percentage Last 12 Months 33.3% 6 / 18 Matches 61.2% 41 / 67 Matches

Clay

Alexandre MullerChak Lam Coleman Wong
Win Percentage 2026 Calendar Year 45.0% 9 / 20 Matches 40.0% 2 / 5 Matches
Win Percentage Last 12 Months 45.0% 9 / 20 Matches 40.0% 2 / 5 Matches

Grass

Alexandre MullerChak Lam Coleman Wong
Win Percentage 2026 Calendar Year N/A 0 / 0 Matches 25.0% 1 / 4 Matches
Win Percentage Last 12 Months N/A 0 / 0 Matches 25.0% 1 / 4 Matches

Source:tennisstats.com

H2H series (tennisstats)

Alexandre Muller Chak Lam Coleman Wong
H2H wins 0 (0%) 0 (0%)
Sets 0 (0%) 0 (0%)
Wins this year 37.9% 11 / 29 Matches 55.4% 31 / 56 Matches
Wins in 12 mo. 37.2% 16 / 43 Matches 57.0% 45 / 79 Matches
Current rank 136 93

Source: tennisstats.com

Profile and percentages (tennisstats)

Alexandre Muller Chak Lam Coleman Wong
Prize money (career) $2,210,035 USD $268,667 USD
Rating 136 93
Age 29 22
Height 1.83m 1.91m
Weight 75kg 80kg
Playing hand Right-handed Right-handed

Win percentage (match / set)

Alexandre Muller Chak Lam Coleman Wong
Match Wins 38 % 55 %
Match Wins (3 Sets) 42 % 57 %
Match Wins (5 Sets) 33 % 0 %
Wins in Straight Sets 24 % 39 %
Wins From Behind 14 % 17 %
Won At Least 1 Set 52 % 79 %
Set 1 Win 31 % 59 %
Set 2 Win 45 % 59 %

Source:tennisstats.com

Match stats (live, tennisstats)

Alexandre Muller Chak Lam Coleman Wong
Aces 0 0
Double Faults 0 0
1st serve percentage 100% 0%
1st serve points won 100% (1/1) 0% (0/0)
2nd serve points won 0% (0/0) 0% (0/0)
Break Points Saved 0/0 0/0
1st return points won 0% (0/0) 0% (0/1)
2nd return points won 0% (0/0) 0% (0/0)
Break Points Converted 0/0 0/0
Service Points Won 100% (1/1) 0% (0/0)
Return Points Won 0% (0/0) 0% (0/1)
Total Points Won 100% (1/1) 0% (0/1)
Last 10 balls 1 0
Match points saved 0 0
Service games won 0% (0/0) 0% (0/0)
Return games won 0% (0/0) 0% (0/0)
Total games won 0% (0/0) 0% (0/0)

Source:tennisstats.com

Betting benchmarks (tennisstats)

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

Total games

Alexandre Muller Chak Lam Coleman Wong Match total
Average Games in a Set 9.72 10.07 9.9
Over 6.5 100 % 100 % 100 %
Over 7.5 96 % 93 % 95 %
Over 8.5 75 % 81 % 78 %
Over 9.5 67 % 52 % 60 %
Over 10.5 29 % 30 % 30 %
Over 11.5 29 % 30 % 30 %

Aces

Alexandre Muller Chak Lam Coleman Wong Match total
Aces Per Match 3.00 9.70 12.70
Most Aces in a match 33 % 85 % N/A
1+ 83 % 98 % 99 %
2+ 71 % 98 % 99 %
3+ 54 % 98 % 91 %
4+ 33 % 96 % 87 %
5+ 25 % 91 % 85 %

Breaks

Alexandre Muller Chak Lam Coleman Wong Match total
Breaks Per Match 2.1 1.87 3.97
Over 0.5 63 % 98 % 100 %
Over 1.5 63 % 15 % 100 %
Over 2.5 63 % 9 % 81 %
Over 3.5 58 % 7 % 79 %
Over 4.5 0 % 2 % 27 %
Over 5.5 0 % 0 % 6 %

Tie-breaks

Alexandre Muller Chak Lam Coleman Wong Match total
Tie Breaks Per Match 0.33 0.43 0.38
Over 0.5 29 % 37 % 33 %
Over 1.5 4 % 6 % 5 %
Under 0.5 71 % 63 % 33 %
Under 1.5 96 % 94 % 5 %

Double faults

Alexandre Muller Chak Lam Coleman Wong Match total
Double Faults Per Match 1.71 2.43 4.14
Over 0.5 (1+) 67 % 83 % 98 %
Over 1.5 (2+) 50 % 63 % 90 %
Over 2.5 (3+) 21 % 39 % 68 %
Over 3.5 (4+) 17 % 24 % 53 %
Over 4.5 (5+) 13 % 17 % 45 %
Over 5.5 (6+) 4 % 11 % 27 %

Net points

Alexandre Muller Chak Lam Coleman Wong Match total
Net Points Won Per Match 6 7.9 13.9
Over 4.5 (5+) 73 % 81 % 77 %
Over 5.5 (6+) 53 % 71 % 62 %
Over 6.5 (7+) 47 % 67 % 57 %
Over 7.5 (8+) 33 % 60 % 47 %
Over 8.5 (9+) 20 % 45 % 33 %
Over 9.5 (10+) 13 % 40 % 27 %

Source:tennisstats.com

Odds
P1 3.05 31.6% BetBoom
P2 1.41 68.4% BetBoom

Muller A face Wong C on August 19, 2026 in the ATP Challenger Cancun, Mexico Men Singles.

PropickAI's Glicko-2 model gives the home side 34% to win. Below: team form, head-to-head history, bookmaker odds and the full PropickAI AI breakdown.

🎯 PropickAI prediction
High confidence

Our model prediction (Glicko-2)

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

2 Wong C66%

1 · Muller A34.5%
market 33%
2 · Wong C ✓ Pick65.5%
market 67%

Model estimate: win Muller A 34.5%, win Wong C 65.5%. Model favourite — Wong C.

Informational estimate, not a betting recommendation.

How we calculated thisModel, consensus and market breakdown
AI agent prediction

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

2Wong C (odds1.29) Score 1:2 confidence 53% ✓ outcome correct
  • Myuller A
  • 🇫🇷 — Vong Ch
  • (Gkg) (tennis)
  • Myuller A
  • 🇫🇷: forma PPVVP (2-3)
  • Vong Ch
  • (Gkg): forma VPVVV (4-1)
  • Model backs Vong Ch
  • (Gkg): probability 53% vs 78% on the line (odds 1.29)
  • no edge over the line (-25 pp) — informational only.

Analytical AI-agent assessment, not a betting recommendation.

Math-model prediction

AI match prediction Muller A - Wong C August 19, 2026

Tennis math model

Based on the collected prematch data, the favourite looks like Wong C.

Line favourite market consensus: Wong C. We cross-check with Glicko and the math model below.
  • Win odds (market consensus): 1 3.05 / 2 1.41
  • Glicko: Muller A 34.5% / Wong C 65.5%

For reference

Fair probability (no margin)

Probability excluding the bookmaker margin — for reference, not a betting recommendation.
Winner bookmaker margin 6.7% 4 books · best price +1.1%
1 33.1%
2 ✓ Pick 66.9%

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

%

Market consensus

Forecast by market

Match result
Muller A
32%
3.05
Wong C
68%
1.41
Total
Over 22.5
48%
1.99
Under 22.5
52%
1.80

Consensus probability with the bookmaker margin removed; the number on the right is the best available odds. For reference only, not a bet.

AI overview

AI predictions

AI analysis:1/7 ready · Still preparing:DeepSeek, ChatGPT, Claude, Qwen, Kimi, GLM 5.2

Google AI updated18.08.2026 06:31 UTC
1 40%
2 60% ✓ favourite
Score1:2 Total games: Over 22.5 Bet:Away Win (P2)
Per AI data Form:LLWWL / WLWWW H2H: No previous meetings Injuries:none Key:Wong exceptional 2026 hardcourt momentum and top 100 breakthrough
Details

The upcoming round of 32 match at the Cancún Country Open in Mexico pairs world No. 136 Alexandre Müller against the rising world No. 93 Chak Lam Coleman Wong. This hard-court match presents an intriguing contrast between Müller's experience and Wong's stellar 2026 hard-court breakthrough.
Current Form and Rankings
Alexandre Müller (France): Currently struggling with a LLWWL form curve. Müller has seen his ranking drop outside the top 100 to No. 136. His hard-court performances have lacked consistency, often succumbing to unforced errors during protracted baseline rallies.
Chak Lam Coleman Wong (Hong Kong): Currently riding a strong WLWWW momentum shift. He recently broke into the ATP Top 100 for the first time, demonstrating excellent hard-court aptitude through deep runs like his recent ATP 250 semifinal in Los Cabos. He arrives sharp after standard qualifying and main draw battles at the Cincinnati Masters.
Head-to-Head (H2H) & Match Conditions
There are no previous official head-to-head encounters between Alexandre Müller and Coleman Wong. The surface in Cancún is standard outdoor hard court, which naturally gives an upper hand to Wong. Wong’s baseline aggression and powerful serve have excelled in the high humidity and bouncy conditions of Latin American hard-court tournaments this season.
Injuries, Suspensions, and Line-Ups
Both players enter this tournament fully healthy with no reported physical restrictions, injuries, or suspensions. Both are highly motivated; Müller needs points desperately to salvage his ranking, while Wong is eager to cement his newly earned status as a top-100 player.
Market and Model Analysis Divergence
The analytical model assigns a narrow 47% win probability to Müller and 53% to Wong. However, my analysis slightly adjusts this gap to P1 40% / P2 60%. The justification for this divergence lies in the hyper-specific hard-court metric tracking: Wong boasts a 61.5% win rate on outdoor hard courts this year and has scored massive confidence-boosting wins over top-tier opponents like Jiří Lehečka. Müller's current technical slump and vulnerabilities on quick surfaces make Wong a more decisive favorite than a simple Glicko rating suggests.
Total Games and Exact Score Forecast
Given both players possess solid hold percentages—with Wong holding serve 77.1% of the time this year—this match should feature highly competitive sets. A standard line of Over 22.5 games is heavily anticipated, as a single tiebreak or a close three-setter is highly probable. The most realistic exact score scenario is a 1:2 win for Wong, as Müller's experience should allow him to snatch a set before Wong's superior physical stamina dominates the deciding frame.
Brief Conclusion (The Main Bet)
The definitive recommendation is to back Chak Lam Coleman Wong to win (P2). His upward career trajectory, phenomenal 2026 hard-court metrics, and recent high-level match practice in Cincinnati make him the clear pick to outlast the out-of-form Frenchman.

AI 1 2 Score Total games Bet
Google AI 40% 60% 1:2 Over 22.5 Away Win (P2)

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Match center
Start 19.08.2026 20:00 UTC
Market 1 31.6% @ 3.05 / 2 68.4% @ 1.41
Coverage hard
Form 6 matches
🥊 Humans vs Machines
🤖 7 AI models Wong C 60%
📐 Math model Wong C 66%
💹 Market Wong C 67%
Every pick locked before kickoff · public log
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Match center

Muller A - Wong C

V baze uchteny nedavnie matchi oboikh uchastnikov.

Form 5/5 recent games
Market 2 model / bookmakers
Post-match / PropickAI database
Score 0:2
Events 0
Statistics 20
Metric Muller A Wong C SStats
Breyk-poynty realizovany 0/0 0/0 final
Points na prieme 0% (0/0) 0% (0/1) final
Eysy 0 0 final
Breyk-poynty otygrany 0/0 0/0 final
Dvoynye oshibki 0 0 final
Pervaya podacha, % 100% 0% final
Points na pervoy podache 100% (1/1) 0% (0/0) final
Points na vtoroy podache 0% (0/0) 0% (0/0) final
PropickAI check: math model and Glicko-2

We mark in green only strong signals where the model passed our publication filter. The other rows are for audit and training.

Option Signal Prediction / actual Rating
Glicko-2: base favourite Audit tennis is audit-only for now: surface, serve/return and market are needed Data: line, form, coverage away - 65.5% fact: away hit / ROI 41.0% / Brier 0.238 / LogLoss 0.423
Glicko-2: calibrated favourite Audit tennis is audit-only for now: surface, serve/return and market are needed Data: line, form, coverage away - 51.9% fact: away hit / ROI 41.0% / Brier 0.463 / LogLoss 0.657
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
Muller A 33.1% 37.8% market and model agree
Wong C 66.9% 62.2% market and model agree
1X2: 4 Bookies

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). Glicko34.5% · +Elo prior (weight0.25).

Tennis math model
P1 / P2 34.5% / 65.5% probabilities
Rating 1,626 / 1,756 Muller A / Wong C
RD 157 / 114 rating uncertainty
r +/- 2RD 1,313-1,939 / 1,528-1,983 strength interval

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 1.39 market consensus · no value · model 65.5%
1 2.89 market consensus · no value · model 34.5%
Total
Over 10.5 3.00 market consensus · line only
Over 2.5 2.45 market consensus · 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

bookmaker line and markets

Handicap

Outcome Baltbet Leon
1.86 53.8% 1.84 54.4%
1.86 53.8% 1.89 52.9%

Total

Outcome Baltbet Kambi BetMGM
Over 2.5 2.45 40.8%
Over 8.5 1.22 82.0%
Over 9.5 1.71 58.5%
Over 10.5 3.00 33.3%
Over 21.5 1.76 56.8% 1.66 60.2%
Over 22.5 1.94 51.6% 1.92 52.1%
Over 23.5 2.18 45.9%
Under 2.5 1.50 66.7%
Under 8.5 4.00 25.0%
Under 9.5 2.07 48.3%
Under 10.5 1.35 74.1%
Under 21.5 1.97 50.8% 2.10 47.6%
Under 22.5 1.79 55.9% 1.80 55.6%
Under 23.5 1.62 61.7%

Outcome (1X2)

Outcome Baltbet Kambi BetMGM Kambi Unibet Leon
3.05 32.8% 2.85 35.1% 2.85 35.1% 2.80 35.7%
1.34 74.6% 1.41 70.9% 1.41 70.9% 1.38 72.5%
Match center
Muller A
L L W W L
02.08 15:00 UTC+0 Challenger Men - Singles: Hagen (Germany), clay
Muller A 0:2 Den Ouden G. 🇳🇱Den Ouden G. 🇳🇱
31.07 13:00 UTC+0 Challenger Men - Singles: San Marino (San-Marino), clay
Muller A 1:2 Polichak M. 🇭🇷
29.07 14:30 UTC+0 Challenger Men - Singles: San Marino (San-Marino), clay
Muller A 2:1 Chekkinato M. 🇮🇹Chekkinato M. 🇮🇹
27.07 12:00 UTC+0 Challenger Men - Singles: San Marino (San-Marino), clay
Muller A 2:0 Napolitano S. 🇮🇹Napolitano S. 🇮🇹
20.07 07:00 UTC+0 ATP - Singles: Kittsbyuel (Austria), clay
Muller A 0:2 Navone M. 🇦🇷Navone M. 🇦🇷
2 Wins
3 Losses
1.0 Sets won
1.4 Sets lost
40% Win percentage
Wong C
W L W W W
12.08 14:00 UTC+0 ATP - Singles: Tsintsinnati 🇺🇸 - Qualifying, hard
Wong C 2:0 Virtanen O. 🇫🇮Virtanen O. 🇫🇮
01.08 02:30 UTC+0 ATP - Singles: Los Kabos (Mexico), hard
Wong C 0:2 Gea A. 🇫🇷Gea A. 🇫🇷
31.07 00:00 UTC+0 ATP - Singles: Los Kabos (Mexico), hard
Wong C 2:0 Bruksbi Dzh. 🇺🇸Bruksbi Dzh. 🇺🇸
29.07 23:00 UTC+0 ATP - Singles: Los Kabos (Mexico), hard
Wong C 2:1 Lekhechka I. 🇨🇿Lekhechka I. 🇨🇿
28.07 02:00 UTC+0 ATP - Singles: Los Kabos (Mexico), hard
Wong C 2:0 Blanch Dar. 🇺🇸Blanch Dar. 🇺🇸
4 Wins
1 Losses
1.6 Sets won
0.6 Sets lost
80% Win percentage

Frequently asked questions

Who is the favourite in Muller A vs Wong C?

By the PropickAI model, Wong C is favoured — about 66% win probability.

What does PropickAI predict for Muller A vs Wong C?

The consensus of 7 AI models and the Glicko-2 rating leans to Wong C. Full probabilities and bookmaker odds are shown on this page.

When does Muller A vs Wong C start?

August 19, 2026.