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Spain La Liga

[9] Real Sociedad 2
3 Villarreal [4]

Round: 14
  • Statistiques en direct
  • Graphiques
  • Cotes
  • Lineups
  • Infos équipes
  • Domicile Précédent
  • Extérieur Précédent
  • H2H
  • Comparison
  • Ai Assistant

Lineups

Lineup

4-4-2 4-4-2
1 - Alex Remiro Luiz Junior - 1
2 - Jon Aramburu Santiago Mourino - 15
6 - Aritz Elustondo Juan Foyth - 8
31 - Jon Martin Rafa Marin - 4
17 - Sergio Gomez Alfonso Pedraza - 24
14 - Takefusa Kubo Tajon Buchanan - 17
4 - Jon Gorrotxategi Santi Comesana - 14
18 - Carlos Soler Pape Gueye - 18
23 - Brais Mendez Alberto Moleiro - 20
11 - Goncalo Guedes Gerard Moreno - 7
15 - Umar Sadiq Ayoze Perez - 22

Substitutes

3 - Aihen Munoz Sergi Cardona - 23
22 - Mikel Goti Arnau Tenas - 25
24 - Luka Sucic Thomas Partey - 16
7 - Ander Barrenetxea Pau Navarro - 26
21 - Arsen Zakharyan Tani Oluwaseyi - 21
38 - Luken Beitia Renato Veiga - 12
13 - Unai Marrero Ilias Akhomach - 11
28 - Pablo Marin Manor Solomon - 6
8 - Benat Turrientes Georges Mikautadze - 9
16 - Duje Caleta-Car Nicolas Pepe - 19
42 - Gorka Carrera Dani Parejo - 10
20 - Alvaro Odriozola Adria Altimira - 3
  • Principale (5)
Afficher les statistiques de la 1ere mi-temps
Date Domicile Score Extérieure 1x2 Dépôt Handicap Asiatique a domicile Ligne de but Corners asiatiques Dangereuses Attaques Nombre total de tirs Tirs cadrés Corners     
20-04-2025 14:15 2 [5] Villarreal 2 - 2 Real Sociedad [10] 1
S: - 3.40 ?
K: ?4.00 -
 7%
?
1.840
-
?
?
1.950, 1.850
?-?

20-4

?-?

10-4

Ouvrir une seule page
13-01-2025 20:00 4 [8] Real Sociedad 1 - 0 Villarreal [5] 2
S: - 3.70 ?
K: ?3.25 -
 21%
?
1.950
-
?
?
2.000, 1.800
?-?

6-15

?-?

3-7

Ouvrir une seule page
23-02-2024 20:00 3 [6] Real Sociedad 1 - 3 Villarreal [13] 4
S: - 3.60 ?
K: ?3.75 -
 6%
?
2.020
-
?
?
2.000, 1.800
?-?

20-6

?-?

13-2

Ouvrir une seule page
09-12-2023 17:30 2 [12] Villarreal 0 - 3 Real Sociedad [6] 1
S: - 3.30 ?
K: ?3.50 -
 8%
?
1.870
-
?
?
1.825, 1.975
?-?

20-16

?-?

5-3

Ouvrir une seule page
02-04-2023 16:30 4 1 [6] Villarreal 2 - 0 Real Sociedad [4] 3
S: - 3.20 ?
K: ?3.10 -
 3%
?
2.060
-
?
?
2.000, 1.800
?-?

15-15

?-?

4-4

Ouvrir une seule page
Real Sociedad Villarreal
95 - 15th Shot Off Target - Villarreal
89 - 14th Shot Off Target - Real Sociedad
95 - 12th Shot On Target - Villarreal
Goal 95 - 5th Goal - Villarreal
Corner 95 - 10th Corner - Villarreal
94 - 11th Shot On Target - Villarreal
Corner 93 - 9th Corner - Real Sociedad
91 - 13th Shot Off Target - Real Sociedad
90 - 10th Yellow Card - Villarreal
89 - 12th Shot Off Target - Real Sociedad
Corner 89 - 8th Corner - Real Sociedad
87 - 10th Shot On Target - Real Sociedad
Substitution 86 - Substitution - Villarreal
Goal 87 - 4th Goal - Real Sociedad
Substitution 85 - Substitution - Real Sociedad
Substitution 85 - Substitution - Real Sociedad
Corner 83 - 7th Corner - Real Sociedad
Substitution 78 - Substitution - Villarreal
80 - 11th Shot Off Target - Villarreal
79 - 10th Shot Off Target - Villarreal
63 - 9th Shot Off Target - Villarreal
Substitution 77 - Substitution - Real Sociedad
Substitution 78 - Substitution - Villarreal
78 - 8th Shot Off Target - Real Sociedad
Substitution 77 - Substitution - Real Sociedad
76 - 9th Shot On Target - Real Sociedad
74 - 9th Yellow Card - Villarreal
74 - 7th Shot Off Target - Real Sociedad
73 - 8th Yellow Card - Villarreal
72 - 6th Shot Off Target - Real Sociedad
Substitution 68 - Substitution - Villarreal
70 - 7th Yellow Card - Real Sociedad
69 - 6th Yellow Card - Real Sociedad
Substitution 68 - Substitution - Villarreal
67 - 5th Yellow Card - Villarreal
Corner 66 - 6th Corner - Real Sociedad
65 - 8th Shot On Target - Real Sociedad
64 - 5th Shot Off Target - Real Sociedad
60 - 3rd Assist - Real Sociedad
60 - 7th Shot On Target - Real Sociedad
Goal 60 - 3rd Goal - Real Sociedad
57 - 2nd Assist - Villarreal
57 - 6th Shot On Target - Villarreal
Goal 57 - 2nd Goal - Villarreal
Substitution 56 - Substitution - Real Sociedad
Corner 55 - 5th Corner - Villarreal
Corner 53 - 4th Corner - Real Sociedad
52 - 4th Shot Off Target - Real Sociedad
Corner 51 - 3rd Corner - Real Sociedad
50 - 4th Yellow Card - Villarreal
45+4 - 5th Shot On Target - Villarreal
45+3 - 4th Shot On Target - Real Sociedad
45+2 - 3rd Yellow Card - Villarreal
Corner 45+2 - 2nd Corner - Real Sociedad
45+1 - 3rd Shot On Target - Real Sociedad
42 - 2nd Yellow Card - Real Sociedad
31 - 1st Assist - Villarreal
31 - 2nd Shot On Target - Villarreal
Goal 31 - 1st Goal - Villarreal
24 - 3rd Shot Off Target - Real Sociedad
15 - 1st Shot On Target - Real Sociedad
20 - 1st Yellow Card - Villarreal
20 - 2nd Shot Off Target - Villarreal
Corner 17 - 1st Corner - Real Sociedad
15 - 1st Offside - Real Sociedad
13 - 1st Shot Off Target - Real Sociedad
  • Courant
  • 1st Half
  • 2nd Half
  • Dernières 5
  • Dernières 10
  • Dernières 15
  • Dernières 20
  • Dernières 25
  • Depuis le dernier but
Full-Time xG Corners Penalties Substitutions Offsides Saves Shots Blocked Fouls Ball Safe Injures Buts
Real Sociedad 1.06 8 3 0 0 5 1 2 3 16 80 1 2
Villarreal 1.63 2 7 0 0 5 0 4 0 15 74 1 3
60%
Possession
40%
7
Tirs cadrés
5
10
Tirs non cadrés
5
142
Attaques
70
?
Dangereuses Attaques
?
14:57 - 1x2: 21.000 1.035 21.000
14:56 - Asian Handicap: (0) 1.575, 2.450
14:56 - Goal Line: (4.5) 8.500, 1.080
Dernières 15 minutes Corners Penalties Substitutions Buts
Real Sociedad 3 0 0 0 4 1
Villarreal 1 1 0 0 3 1
-
Possession
-
2
Tirs cadrés
2
4
Tirs non cadrés
4
21
Attaques
13
?
Dangereuses Attaques
?
1st Half Corners Penalties Substitutions Buts
Real Sociedad 2 1 0 0 0 0
Villarreal 0 2 0 0 0 1
-
Possession
-
3
Tirs cadrés
2
2
Tirs non cadrés
1
71
Attaques
34
?
Dangereuses Attaques
?
2ème mi-temps Corners Penalties Substitutions Buts
Real Sociedad 6 2 0 0 5 2
Villarreal 2 5 0 0 2 2
-
Possession
-
4
Tirs cadrés
3
8
Tirs non cadrés
4
71
Attaques
36
?
Dangereuses Attaques
?
Last 5 minutes Corners Penalties Substitutions Buts
Real Sociedad 2 0 0 0 0 1
Villarreal 1 1 0 0 0 1
-
Possession
-
1
Tirs cadrés
2
3
Tirs non cadrés
1
7
Attaques
4
?
Dangereuses Attaques
?
Last 10 minutes Corners Penalties Substitutions Buts
Real Sociedad 3 0 0 0 2 1
Villarreal 1 1 0 0 1 1
-
Possession
-
1
Tirs cadrés
2
3
Tirs non cadrés
1
17
Attaques
6
?
Dangereuses Attaques
?
Dernières 15 minutes Corners Penalties Substitutions Buts
Real Sociedad 3 0 0 0 1 1
Villarreal 1 1 0 0 3 1
-
Possession
-
2
Tirs cadrés
2
4
Tirs non cadrés
4
21
Attaques
13
?
Dangereuses Attaques
?
Last 20 minutes Corners Penalties Substitutions Buts
Real Sociedad 3 0 0 0 4 1
Villarreal 1 3 0 0 3 1
-
Possession
-
2
Tirs cadrés
2
6
Tirs non cadrés
4
34
Attaques
17
?
Dangereuses Attaques
?
Last 25 minutes Corners Penalties Substitutions Buts
Real Sociedad 3 2 0 0 4 1
Villarreal 1 4 0 0 1 1
-
Possession
-
2
Tirs cadrés
2
6
Tirs non cadrés
4
40
Attaques
20
?
Dangereuses Attaques
?
Depuis le dernier but Corners Penalties Substitutions Buts
Real Sociedad 0 0 0 0 0 0
Villarreal 0 0 0 0 0 0
-
Possession
-
0
Tirs cadrés
0
0
Tirs non cadrés
0
0
Attaques
0
?
Dangereuses Attaques
?
14:57 - 1x2: 21.000 1.035 21.000
14:56 - Asian Handicap: (0) 1.575, 2.450
14:56 - Goal Line: (4.5) 8.500, 1.080

1X2 Cotes

Dangereuses Attaques

Tirs cadrés

Tirs non cadrés

Possession

Attaques

Statistiques basées sur les dernières jeux

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Spain La Liga

  • Overall
  • Domicile
  • Extérieure

LaLiga 25/26

P Équipe W D L Buts PO
1 Barcelona 21 1 4 71:26 64
2 Real Madrid 19 3 4 54:22 60
3 Atletico Madrid 15 6 5 43:23 51
4 Villarreal 16 3 7 48:31 51
5 Real Betis 11 10 5 42:32 43
6 Celta Vigo 10 10 6 36:28 40
7 Espanyol 10 6 10 33:39 36
8 Real Sociedad 9 8 9 38:38 35
9 Athletic Bilbao 10 5 11 30:36 35
10 Osasuna 9 6 11 30:30 33
11 Getafe 9 5 12 21:29 32
12 Sevilla 8 6 12 34:41 30
13 Girona 7 9 10 27:42 30
14 Valencia 7 8 11 27:39 29
15 Rayo Vallecano 6 9 10 23:32 27
16 CD Alaves 7 6 13 23:34 27
17 Elche 5 11 10 34:39 26
18 Mallorca 6 6 14 29:42 24
19 Levante 5 6 15 28:44 21
20 Oviedo 3 8 14 16:40 17

LaLiga 25/26

P Équipe W D L Buts PO
1 Barcelona 13 0 0 41:6 39
2 Atletico Madrid 11 1 1 30:10 34
3 Real Madrid 11 0 2 29:9 33
4 Villarreal 10 1 2 29:11 31
5 Real Betis 7 3 3 25:15 24
6 Osasuna 7 3 2 22:14 24
7 Athletic Bilbao 7 2 4 17:15 23
8 Elche 5 7 2 22:15 22
9 Real Sociedad 6 3 4 24:20 21
10 Valencia 5 5 3 16:13 20
11 Espanyol 6 2 5 16:18 20
12 Mallorca 5 4 4 19:17 19
13 CD Alaves 5 4 4 16:15 19
14 Celta Vigo 4 5 4 19:15 17
15 Rayo Vallecano 3 7 2 12:10 16
16 Girona 4 4 5 13:21 16
17 Sevilla 4 3 6 18:19 15
18 Getafe 4 3 6 10:11 15
19 Oviedo 2 5 6 5:14 11
20 Levante 2 4 7 13:23 10

LaLiga 25/26

P Équipe W D L Buts PO
1 Real Madrid 8 3 2 25:13 27
2 Barcelona 8 1 4 30:20 25
3 Celta Vigo 6 5 2 17:13 23
4 Villarreal 6 2 5 19:20 20
5 Real Betis 4 7 2 17:17 19
6 Atletico Madrid 4 5 4 13:13 17
7 Getafe 5 2 6 11:18 17
8 Espanyol 4 4 5 17:21 16
9 Sevilla 4 3 6 16:22 15
10 Real Sociedad 3 5 5 14:18 14
11 Girona 3 5 5 14:21 14
12 Athletic Bilbao 3 3 7 13:21 12
13 Levante 3 2 8 15:21 11
14 Rayo Vallecano 3 2 8 11:22 11
15 Osasuna 2 3 9 8:16 9
16 Valencia 2 3 8 11:26 9
17 CD Alaves 2 2 9 7:19 8
18 Oviedo 1 3 8 11:26 6
19 Mallorca 1 2 10 10:25 5
20 Elche 0 4 8 12:24 4
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Datasets to include

Likelihood Statistics
Previous Matches
Mutual Games
Head to Head
Scoring and Conceding Statistics
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Variance Statistics
Comeback and Winning factors
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Live Match Statistics and Events
Pregame recommendation: **Bet:** Asian Corners Under 9.5 **Winning Probability:** 65% **Odds:** 1.85 **Reasoning:** Villarreal's away matches and Real Sociedad's home matches average a combined 7.9 corners per game. The statistical likelihood for 9 or fewer corners is 65%, which is strongly supported by the teams' individual corner averages for and against.

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Latest updates

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    Enhanced Winning and Comeback Statistics We’ve refined our winning and comeback formulas with two key improvements: New filtering option: You can now exclude 0-0 games from calculations for more accurate statistics Transparency feature: Hover over any stat to see the complete list of games used in the calculation These enhanced statistics are now available across […]

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    We’re thrilled to announce two awesome updates that will take your match analysis to the next level! 1️⃣ You can now view xG stats not only on the match page but also on the in-play page! Simply enable it, and you’ll find these valuable insights in the likelihood stats column.   2️⃣ We’ve introduced two […]

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    The Comeback Factor What is it? The Comeback Factor measures how effectively a team can recover after falling behind in a match. It tells you how often a team can bounce back by scoring the next goal after the other team has taken the lead. How does it work? Every time a team falls behind, […]

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The most comprehensive football betting platform with live scores, in-play statistics, AI assistant, backtesting tools, and unique analytical features

  • Live Football Scores & In-Play Stats

    Real-time match data with live scores, in-play statistics, dangerous attacks, and pressure index for informed betting decisions.

    Live Scores In-Play Stats Real-Time Data

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    Proprietary metric measuring how teams recover after falling behind - exclusive to BetBallers for underdog betting strategies.

    Comeback Factor Underdog Stats Winning Factor

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    Complete match statistics including corners, shots, Asian handicap data, head-to-head records, and betting odds comparison.

    Statistiques Betting Odds Handicap Asiatique

  • Momentum Betting Tracker aka Pressure Index

    Track game momentum shifts in real-time to identify betting opportunities during live matches with visual momentum indicators.

    Momentum Live Betting Match Flow

  • Match Schedule, Results & Standings

    Complete fixture schedule, historical results, league standings, and pre-match analysis for Premier League, La Liga, and 100+ leagues.

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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.

What is the Backtesting System and how does it work?

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

  • Massive Data Analysis: Every test analyzes the last 100,000 finished games (approximately 5-6 months of matches) from the database
  • Live Scenario Simulation: Simulates live betting scenarios based on your custom notification rules for each game
  • 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:

  • Schedule Page Analysis: AI scans upcoming matches and highlights value betting opportunities with higher probability of success
  • Specific Betting Tips: Get concrete betting recommendations with explanations instead of sorting through raw data yourself
  • Live Match Intelligence: Each live game includes an AI assistant tab providing real-time analysis based on your customized dataset preferences
  • Quick Match Overviews: Get instant summaries of match situations without manually reviewing all statistics

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
  • How it works: Every time a team falls behind, the system records whether they manage to score the next goal or not
  • 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
  • Color-Coded Indicators: Visual system makes it easy to spot at a glance whether odds represent good value or not
  • 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
  • Quick Identification: Find the most mispriced teams in your league or competition instantly

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.

What subscription plans does BetBallers offer and what features are included?

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

  • Free 2-Day Trial: €4.90 - Test all features with full access for 2 days
  • 1-Month Gold-Baller: €29.99 - Full access to all features including AI Assistant and backtesting system
  • 6-Month Gold-Baller: €149.90 - Extended subscription with significant savings per month

All Gold-Baller subscriptions include:

  • Live scores and in-play statistics for all major leagues
  • Custom notification system with unlimited alerts
  • Backtesting system (100,000 games analysis)
  • AI Assistant for schedule and live match analysis
  • Likelihood Stats with color-coding for all markets
  • 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.