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Copa Libertadores U20

[2] Olimpia Asuncion U20 1
1 Palmeiras U20 [1]

Round: 50
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Date Home Score Away 1x2 Drop Home Asian Handicap Goal Line Asian Corners Dangerous Attacks Total Shots Shots on Target Corners     
11-03-2026 22:00 1 [2] Olimpia Asuncion U20 0 - 1 Palmeiras U20 [1] 4
S: - 5.00 ?
K: ?5.00 -
 2%
?
1.925
-
?
?
1.800, 2.000
?-?

12-19

?-?

4-4

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Olimpia Asuncion U20 Palmeiras U20
86 - 7th Yellow Card - Palmeiras U20
83 - 6th Yellow Card - Olimpia Asuncion U20
Goal 82 - 2nd Goal - Olimpia Asuncion U20
Corner 82 - 7th Corner - Palmeiras U20
81 - Missed Penalty - Palmeiras U20
78 - 5th Yellow Card - Palmeiras U20
77 - 4th Yellow Card - Palmeiras U20
Corner 72 - 6th Corner - Palmeiras U20
69 - 3rd Yellow Card - Olimpia Asuncion U20
Goal 68 - 1st Goal - Palmeiras U20
Corner 45 - 5th Corner - Palmeiras U20
Corner 45 - 4th Corner - Palmeiras U20
37 - 2nd Yellow Card - Palmeiras U20
Corner 27 - 3rd Corner - Olimpia Asuncion U20
Corner 22 - 2nd Corner - Olimpia Asuncion U20
18 - 1st Yellow Card - Olimpia Asuncion U20
Corner 9 - 1st Corner - Palmeiras U20
  • Current
  • 1st Half
  • 2nd Half
  • Last 5
  • Last 10
  • Last 15
  • Last 20
  • Last 25
  • Since Last Goal
Full-Time Corners Penalties Substitutions Offsides Saves Shots Blocked Fouls Ball Safe Injures Goals
Olimpia Asuncion U20 2 3 0 0 3 0 1 1 14 72 1 1
Palmeiras U20 5 4 0 1 3 4 2 1 13 67 2 1
33%
Possession
67%
4
Shots on Target
2
1
Shots off Target
8
77
Attacks
99
?
Dangerous Attacks
?
19:18 - 1x2: 19.000 1.025 17.000
19:16 - Asian Handicap: (0) 3.450, 1.300
19:17 - Goal Line: (2.5) 5.250, 1.160
Last 15 minutes Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 1 0 0 0 3
Palmeiras U20 1 3 0 1 0 4
-
Possession
-
1
Shots on Target
0
0
Shots off Target
0
7
Attacks
11
?
Dangerous Attacks
?
1st Half Corners Penalties Substitutions Goals
Olimpia Asuncion U20 2 1 0 0 0 0
Palmeiras U20 3 1 0 0 0 0
-
Possession
-
3
Shots on Target
1
1
Shots off Target
5
31
Attacks
58
?
Dangerous Attacks
?
2nd half Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 2 0 0 3 3
Palmeiras U20 2 3 0 1 5 5
-
Possession
-
1
Shots on Target
1
0
Shots off Target
3
46
Attacks
41
?
Dangerous Attacks
?
Last 5 minutes Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 0 0 0 0 2
Palmeiras U20 0 0 0 0 0 4
-
Possession
-
0
Shots on Target
0
0
Shots off Target
0
3
Attacks
6
?
Dangerous Attacks
?
Last 10 minutes Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 1 0 0 0 3
Palmeiras U20 1 1 0 0 4 4
-
Possession
-
1
Shots on Target
0
0
Shots off Target
0
7
Attacks
11
?
Dangerous Attacks
?
Last 15 minutes Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 1 0 0 3 3
Palmeiras U20 1 3 0 1 0 4
-
Possession
-
1
Shots on Target
0
0
Shots off Target
0
7
Attacks
11
?
Dangerous Attacks
?
Last 20 minutes Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 1 0 0 1 3
Palmeiras U20 2 3 0 1 2 4
-
Possession
-
1
Shots on Target
0
0
Shots off Target
0
7
Attacks
12
?
Dangerous Attacks
?
Last 25 minutes Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 2 0 0 1 3
Palmeiras U20 2 3 0 1 5 5
-
Possession
-
1
Shots on Target
1
0
Shots off Target
1
11
Attacks
14
?
Dangerous Attacks
?
Since Last Goal Corners Penalties Substitutions Goals
Olimpia Asuncion U20 0 0 0 0 0 2
Palmeiras U20 0 1 0 0 0 4
-
Possession
-
0
Shots on Target
0
0
Shots off Target
0
5
Attacks
10
?
Dangerous Attacks
?
19:18 - 1x2: 19.000 1.025 17.000
19:16 - Asian Handicap: (0) 3.450, 1.300
19:17 - Goal Line: (2.5) 5.250, 1.160

1X2 Odds

Dangerous Attacks

Shots on Target

Shots off Target

Possession

Attacks

Statistics based on last games

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Brazil Campeonato Paulista U20

  • Overall
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U20 Paulista 2026, Group 3

P Team W D L Goals PO
1 EC Agua Santa U20 2 1 0 7:2 7
2 Guarani SP U20 2 0 0 5:0 6
3 Palmeiras U20 2 0 0 4:0 6
4 Bragantino U20 2 0 0 5:2 6
5 Ituano U20 1 2 0 4:3 5
6 Capivariano U20 1 2 0 2:1 5
7 Gremio Prudente U20 1 1 1 3:4 4
8 XV de Jau U20 1 1 1 1:4 4
9 Flamengo SP U20 1 0 2 3:4 3
9 Sfera FC U20 1 0 2 3:4 3
11 Tanabi U20 0 2 1 4:5 2
12 Maua FC U20 0 2 1 1:2 2
13 Referencia U20 0 1 2 2:5 1
14 GO Audax U20 0 1 2 0:3 1
15 Porto Foot Ball U20 0 1 2 0:5 1

U20 Paulista 2026, Group 2

P Team W D L Goals PO
1 Ibrachina U20 3 0 0 10:2 9
2 Osasco Sporting U20 3 0 0 7:4 9
3 Desportivo Brasil U20 3 0 0 5:2 9
4 Sao Paulo U20 2 0 0 5:0 6
5 EC Sao Bernardo U20 1 1 0 4:2 4
6 CA Bandeirante U20 1 1 1 2:5 4
7 Sao Caetano U20 1 0 2 5:6 3
8 Aguai U20 1 0 2 2:7 3
9 SC Paulinense U20 0 2 1 3:4 2
10 Uniao Sao Joao EC U20 0 2 1 2:3 2
11 Velo Clube U20 0 2 1 0:1 2
12 XV Piracicaba U20 0 2 1 3:5 2
13 Botafogo SP U20 0 1 1 2:3 1
14 Gremio Novorizontino U20 0 1 2 3:6 1
15 Santo Andre U20 0 0 3 3:6 0

U20 Paulista 2026, Group 1

P Team W D L Goals PO
1 Juventus SP U20 2 0 0 7:1 6
2 Ferroviaria SP U20 2 0 0 6:0 6
3 Portuguesa Desportos U20 2 0 0 5:1 6
4 Santos U20 2 0 0 4:0 6
5 Corinthians U20 2 0 0 3:0 6
6 Ponte Preta U20 1 0 1 4:4 3
7 Uniao Suzano AC U20 1 0 1 1:1 3
8 Portuguesa Santista U20 1 0 1 2:3 3
9 Sertaozinho FC U20 1 0 1 1:3 3
10 Sao Bento U20 0 0 2 2:4 0
11 Jabaquara AC SP U20 0 0 2 1:3 0
12 Mirassol U20 0 0 2 1:5 0
13 Itapirense U20 0 0 2 0:5 0
14 America SP U20 0 0 2 0:7 0

U20 Paulista 2026, Group 3

P Team W D L Goals PO
1 Ituano U20 1 1 0 2:1 4
2 XV de Jau U20 1 1 0 1:0 4
3 EC Agua Santa U20 1 0 0 4:0 3
3 Guarani SP U20 1 0 0 4:0 3
5 Bragantino U20 1 0 0 3:1 3
6 Palmeiras U20 1 0 0 2:0 3
7 Flamengo SP U20 1 0 1 2:1 3
7 Capivariano U20 1 0 0 2:1 3
9 Gremio Prudente U20 1 0 1 3:4 3
10 Maua FC U20 0 2 0 1:1 2
11 Tanabi U20 0 1 0 2:2 1
12 GO Audax U20 0 1 0 0:0 1
13 Porto Foot Ball U20 0 1 1 0:1 1
14 Referencia U20 0 0 1 1:2 0
14 Sfera FC U20 0 0 1 1:2 0

U20 Paulista 2026, Group 2

P Team W D L Goals PO
1 Osasco Sporting U20 2 0 0 5:3 6
2 Desportivo Brasil U20 2 0 0 4:2 6
3 Ibrachina U20 1 0 0 5:0 3
4 Sao Paulo U20 1 0 0 4:0 3
5 Sao Caetano U20 1 0 0 2:1 3
5 CA Bandeirante U20 1 0 0 2:1 3
7 Aguai U20 1 0 1 2:2 3
8 EC Sao Bernardo U20 0 1 0 2:2 1
9 Botafogo SP U20 0 1 0 1:1 1
9 SC Paulinense U20 0 1 0 1:1 1
11 Velo Clube U20 0 1 0 0:0 1
12 Uniao Sao Joao EC U20 0 1 1 1:2 1
13 XV Piracicaba U20 0 1 1 2:4 1
14 Santo Andre U20 0 0 1 0:1 0
15 Gremio Novorizontino U20 0 0 2 1:4 0

U20 Paulista 2026, Group 1

P Team W D L Goals PO
1 Ferroviaria SP U20 1 0 0 4:0 3
2 Juventus SP U20 1 0 0 4:1 3
3 Portuguesa Desportos U20 1 0 0 3:0 3
4 Corinthians U20 1 0 0 2:0 3
5 Ponte Preta U20 1 0 0 3:2 3
6 Portuguesa Santista U20 1 0 0 2:1 3
7 Santos U20 1 0 0 1:0 3
8 Jabaquara AC SP U20 0 0 1 1:2 0
9 Sao Bento U20 0 0 1 0:1 0
9 Mirassol U20 0 0 1 0:1 0
9 Uniao Suzano AC U20 0 0 1 0:1 0
12 Itapirense U20 0 0 1 0:2 0
13 America SP U20 0 0 1 0:3 0
13 Sertaozinho FC U20 0 0 1 0:3 0

U20 Paulista 2026, Group 3

P Team W D L Goals PO
1 EC Agua Santa U20 1 1 0 3:2 4
2 Palmeiras U20 1 0 0 2:0 3
3 Bragantino U20 1 0 0 2:1 3
4 Guarani SP U20 1 0 0 1:0 3
5 Sfera FC U20 1 0 1 2:2 3
6 Capivariano U20 0 2 0 0:0 2
7 Ituano U20 0 1 0 2:2 1
8 Gremio Prudente U20 0 1 0 0:0 1
9 Tanabi U20 0 1 1 2:3 1
10 Referencia U20 0 1 1 1:3 1
11 Maua FC U20 0 0 1 0:1 0
12 Flamengo SP U20 0 0 1 1:3 0
13 GO Audax U20 0 0 2 0:3 0
14 XV de Jau U20 0 0 1 0:4 0
14 Porto Foot Ball U20 0 0 1 0:4 0

U20 Paulista 2026, Group 2

P Team W D L Goals PO
1 Ibrachina U20 2 0 0 5:2 6
2 EC Sao Bernardo U20 1 0 0 2:0 3
3 Osasco Sporting U20 1 0 0 2:1 3
4 Desportivo Brasil U20 1 0 0 1:0 3
4 Sao Paulo U20 1 0 0 1:0 3
6 Gremio Novorizontino U20 0 1 0 2:2 1
7 XV Piracicaba U20 0 1 0 1:1 1
7 Uniao Sao Joao EC U20 0 1 0 1:1 1
9 SC Paulinense U20 0 1 1 2:3 1
10 Velo Clube U20 0 1 1 0:1 1
11 CA Bandeirante U20 0 1 1 0:4 1
12 Botafogo SP U20 0 0 1 1:2 0
13 Sao Caetano U20 0 0 2 3:5 0
13 Santo Andre U20 0 0 2 3:5 0
15 Aguai U20 0 0 1 0:5 0

U20 Paulista 2026, Group 1

P Team W D L Goals PO
1 Juventus SP U20 1 0 0 3:0 3
1 Santos U20 1 0 0 3:0 3
3 Ferroviaria SP U20 1 0 0 2:0 3
4 Portuguesa Desportos U20 1 0 0 2:1 3
5 Corinthians U20 1 0 0 1:0 3
5 Sertaozinho FC U20 1 0 0 1:0 3
5 Uniao Suzano AC U20 1 0 0 1:0 3
8 Sao Bento U20 0 0 1 2:3 0
9 Ponte Preta U20 0 0 1 1:2 0
10 Jabaquara AC SP U20 0 0 1 0:1 0
11 Portuguesa Santista U20 0 0 1 0:2 0
12 Mirassol U20 0 0 1 1:4 0
13 Itapirense U20 0 0 1 0:3 0
14 America SP U20 0 0 1 0:4 0

Brazil Serie A U20

  • Overall
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  • Away

U20 Brasileiro Serie A 2026

P Team W D L Goals PO
1 Palmeiras U20 10 5 0 37:19 35
2 Vasco da Gama U20 11 1 3 33:14 34
3 Cruzeiro U20 8 4 3 31:17 28
4 Botafogo RJ U20 8 3 4 23:14 27
5 Bragantino U20 7 4 4 38:30 25
6 Santos U20 7 4 4 24:17 25
7 Flamengo U20 7 3 5 22:23 24
8 America MG U20 6 6 3 21:20 24
9 Atletico Paranaense U20 6 4 5 32:25 22
10 Corinthians U20 6 4 5 25:20 22
11 Bahia U20 6 4 5 26:24 22
12 Fluminense U20 5 3 7 23:22 18
13 Sao Paulo U20 4 6 5 22:24 18
14 Vitoria BA U20 4 5 6 16:25 17
15 Avai U20 3 5 7 21:36 14
16 Gremio U20 4 1 10 23:37 13
17 Fortaleza U20 2 7 6 16:21 13
18 Criciuma U20 3 2 10 18:29 11
19 Cuiaba U20 3 2 10 11:24 11
20 EC Juventude U20 2 3 10 15:36 9

U20 Brasileiro Serie A 2026

P Team W D L Goals PO
1 Vasco da Gama U20 8 0 0 23:6 24
2 Cruzeiro U20 6 1 1 21:7 19
3 Botafogo RJ U20 6 1 1 14:7 19
4 Atletico Paranaense U20 4 3 1 19:12 15
5 Bahia U20 4 2 2 15:12 14
6 Flamengo U20 4 2 2 10:10 14
7 Palmeiras U20 3 5 0 19:14 14
8 Santos U20 4 1 2 14:8 13
9 Vitoria BA U20 4 0 3 8:9 12
10 Bragantino U20 3 2 2 22:21 11
11 Fluminense U20 3 2 3 14:14 11
12 America MG U20 2 5 0 10:8 11
13 Criciuma U20 3 1 3 13:12 10
14 Cuiaba U20 3 1 3 9:9 10
15 Sao Paulo U20 3 1 4 10:11 10
16 Avai U20 2 3 2 7:8 9
17 Corinthians U20 2 1 5 11:12 7
18 EC Juventude U20 2 1 4 10:15 7
19 Gremio U20 2 1 4 7:14 7
20 Fortaleza U20 0 5 2 5:7 5

U20 Brasileiro Serie A 2026

P Team W D L Goals PO
1 Palmeiras U20 7 0 0 18:5 21
2 Corinthians U20 4 3 0 14:8 15
3 Bragantino U20 4 2 2 16:9 14
4 America MG U20 4 1 3 11:12 13
5 Santos U20 3 3 2 10:9 12
6 Vasco da Gama U20 3 1 3 10:8 10
7 Flamengo U20 3 1 3 12:13 10
8 Cruzeiro U20 2 3 2 10:10 9
9 Botafogo RJ U20 2 2 3 9:7 8
10 Bahia U20 2 2 3 11:12 8
11 Fortaleza U20 2 2 4 11:14 8
12 Sao Paulo U20 1 5 1 12:13 8
13 Fluminense U20 2 1 4 9:8 7
14 Atletico Paranaense U20 2 1 4 13:13 7
15 Gremio U20 2 0 6 16:23 6
16 Avai U20 1 2 5 14:28 5
17 Vitoria BA U20 0 5 3 8:16 5
18 EC Juventude U20 0 2 6 5:21 2
19 Criciuma U20 0 1 7 5:17 1
20 Cuiaba U20 0 1 7 2:15 1
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    Real-time match data with live scores, in-play statistics, dangerous attacks, and pressure index for informed betting decisions.

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Frequently Asked Questions

Everything you need to know about football betting statistics, live scores, and using BetBallers effectively

What statistics and features does BetBallers provide for football betting?

BetBallers is a comprehensive tool designed for football bettors to enhance in-play and pre-game betting performance. The platform provides:

  • Live Match Statistics: Real-time stats including dangerous attacks, corners, shots, and pressure index for all in-play matches
  • Likelihood Stats: Color-coded system covering all markets from First Half Overs to Corners, making it easy to spot whether odds are backed by statistics
  • Variance Stats: Shows average differences from starting lines for Asian Handicap, Goal Line, and Asian Corners to identify mispriced teams in seconds
  • Comeback Factor: Measures how effectively teams recover after falling behind by tracking how often they score the next goal
  • xG Stats: Expected goals available on both match pages and in-play pages within the likelihood stats column
  • Pressure Index: Combines dangerous attacks, total shots, and corners to measure which team is dominating the match

The platform features a customizable and user-friendly layout with the best coverage of games to ensure you never miss potential betting opportunities.

How does the BetBallers notification system work?

BetBallers offers a powerful notification system that significantly reduces the chance of missing potential bets:

  • Custom Notifications: Create pre-set or fully customizable notifications using combinations of real-time stats, likelihood stats, averages, and odds
  • Automated Scanning: The system automatically scans all in-play games and alerts you when your criteria is met
  • Visual Alerts: Notifications appear on the top right corner when matches meet your set criteria
  • Results Tracking: The system tracks all notifications received with results easily filterable by different options

Example notification: Alert for home underdogs losing by 1 goal but with 66%+ Pressure Index, Asian Handicap +0.5, and kick-off odds under 5.00. This specific notification has achieved a 71% win rate (52 wins, 21 losses) in backtesting.

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The Backtesting System is a game-changing feature that validates your in-play betting strategies in minutes instead of waiting months for results:

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  • Retrospective Likelihood Stats: Each game's likelihood stats are calculated retrospectively from that particular match for accurate testing
  • Results in Minutes: Get comprehensive backtest results in minutes or even seconds, depending on your rule complexity
  • Advanced Filtering: Filter results by Asian Handicap, Goal Line, Asian Corners, specific days, goals scored within 2 minutes, or missing dangerous attacks

The backtesting system excludes E-Soccer, Beach Soccer, and other shortened matches to ensure data quality. This feature is available to all Gold-Ballers subscription users (1, 3, or 6-month plans).

How does the AI Assistant enhance betting decisions?

BetBallers' AI Assistant helps identify the best value bets and provides quick match insights to enhance your betting strategy:

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The AI Assistant helps you make faster, more informed betting decisions by processing complex statistical relationships that would be time-consuming to analyze manually.

What is the Comeback Factor and how can I use it for betting?

The Comeback Factor is a unique BetBallers metric that measures how effectively a team can recover after falling behind in a match:

  • What it measures: Tracks how often a team scores the next goal after the opponent has taken the lead
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  • Enhanced accuracy: You can exclude 0-0 games from calculations for more accurate statistics (feature added January 2025)
  • Transparency: Hover over any Comeback Factor stat to see the complete list of games used in the calculation

Use the Comeback Factor to identify teams with strong resilience when trailing, creating valuable in-play betting opportunities when these teams fall behind. The enhanced statistics are available across multiple pages including team profiles and head-to-head comparisons.

How do Likelihood Stats help identify value bets?

Likelihood Stats are one of BetBallers' most powerful features, using an eye-catching color-coding system to show whether current odds are backed by historical statistics:

  • Comprehensive Market Coverage: Covers all possible markets from First Half Overs to Corners and everything in between
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  • Historical Validation: Shows how current match statistics compare to historical performance patterns
  • In-Play Integration: Now includes xG stats directly in the likelihood stats column for even more insights

Combine Likelihood Stats with live statistics to avoid situations where real-time stats aren't backed up by historical performance. This dual approach helps identify genuinely profitable betting opportunities rather than statistical anomalies.

What are Variance Stats and how do they identify mispriced teams?

Variance Stats (also called Error Stats) show the average difference from starting lines, helping you identify mispriced teams in seconds:

  • Asian Handicap Variance: Shows which teams consistently outperform or underperform their handicap lines
  • Goal Line Variance: Identifies teams whose matches regularly go over or under expected totals
  • Asian Corners Variance: Reveals teams that generate more or fewer corners than bookmakers expect
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Variance Stats help you exploit consistent market inefficiencies by showing which teams the bookmakers systematically misprice across the most popular betting markets.

What is the Pressure Index and how is it calculated?

The Pressure Index is a composite statistic that measures which team is dominating a match by combining multiple attacking metrics:

  • Dangerous Attacks: Genuine scoring opportunities where the attacking team gets into dangerous positions
  • Total Shots: All shot attempts including both on-target and off-target efforts
  • Corners: Corner kicks awarded, indicating sustained attacking pressure
  • Percentage Display: Shows as a percentage (e.g., 66% means one team has twice the combined attacking stats)

Use Pressure Index in custom notifications to identify matches where one team is dominating but hasn't scored yet. For example, a notification for home teams with 66%+ Pressure Index while losing 1-0 achieved a 71% win rate in backtesting across 100,000 games.

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BetBallers offers a free trial and multiple subscription tiers to suit different betting needs:

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  • Variance Stats for Asian Handicap, Goal Line, and Corners
  • Comeback Factor and Pressure Index statistics
  • xG Stats on match and in-play pages

Note: The 2-day trial does not include access to the backtesting system. Backtesting is only available with 1, 3, or 6-month Gold-Baller subscriptions.

What are xG (Expected Goals) stats and how can I use them for betting?

Expected Goals (xG) is an advanced metric that measures the quality of scoring chances by calculating the probability that a shot will result in a goal:

  • Available on Multiple Pages: View xG stats on both the match page and the in-play page for comprehensive analysis
  • Likelihood Stats Integration: Enable xG display to see these valuable insights directly in the likelihood stats column during live matches
  • Quality vs Quantity: xG reveals whether a team is creating genuine scoring opportunities or just accumulating low-quality shots
  • Value Betting Indicator: When a team has high xG but hasn't scored, it often indicates the score doesn't reflect match dominance

How to use xG for in-play betting:

  • Compare xG to actual score - if Team A has 2.3 xG but is losing 0-1, they may be unlucky and due for goals
  • Look for xG gaps between teams - a 1.5+ xG difference suggests one team is creating significantly better chances
  • Combine with Pressure Index - high xG plus 66%+ Pressure Index confirms genuine dominance
  • Use in notifications - create alerts for matches where xG doesn't match the scoreline for value betting opportunities

xG stats were added to the in-play page in August 2024, making BetBallers one of the few platforms to provide real-time expected goals data during live matches for immediate betting decisions.

How do I create effective custom notifications using BetBallers?

Creating effective custom notifications involves combining different statistics and using the backtesting system to validate profitability:

  • Mix Different Stats: Combine real-time stats, likelihood stats, averages, and odds for more accurate filtering
  • Use Likelihood Validation: Include likelihood stats to ensure real-time performance is backed by historical patterns
  • Test Thoroughly: Run backtests on your notifications to validate profitability across 100,000 historical matches
  • Refine and Iterate: If results are unsatisfactory, tweak your rules and run backtests again until you find winning combinations
  • Filter Results: Use filters to exclude games with incomplete stats or where goals were scored within 2 minutes of notification

Example winning notification:

Home underdog, losing by 1 goal, with 66%+ Pressure Index, current Asian Handicap +0.5 (minimum odds 1.80), and kick-off 1X2 odds under 5.00. This achieved 71% win rate (52 wins from 73 matches).

Fine-tuning takes time, but the backtesting system dramatically speeds up the process by providing instant validation instead of waiting months for real-world results.