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Argentina Liga Profesional

[14] Argentinos Jrs 3
0 Banfield [5]

Round: 9
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Lineups

Lineup

4-3-2-1 5-3-2
50 - Diego Rodriguez Facundo Sanguinetti - 1
22 - Leandro Lozano Santiago Lopez - 24
25 - Roman Daniel Riquelme Sergio Vittor - 14
20 - Sebastian Prieto Nicolas Meriano - 26
26 - Claudio Bravo Santiago Daniele - 34
10 - Alan Lescano Luis Ignacio Abraham - 33
24 - Federico Fattori Santiago Esquivel - 35
11 - Nicolas Oroz Martin Rio - 5
23 - Hernan Lopez Gonzalo Rios - 10
34 - Matias Gimenez Rodrigo Auzmendi - 22
27 - Tomas Molina Mauro Mendez - 16

Substitutes

8 - Lucas Gomez Nicolas Colazo - 19
47 - Diego Porcel Juan Luis Alfaro - 4
13 - Thaigo Yanez Tomas Adoryan - 20
28 - Joaquin Gho Lautaro Gomez - 15
14 - Kevin Coronel Julio Furch - 18
29 - Emiliano Viveros Danilo Arboleda - 3
12 - Gonzalo Siri Frank Castaneda - 7
33 - Mateo Antoni Pavon Diego Romero - 25
5 - Juan Jose Cardozo Gabriel Vega - 27
7 - Lautaro Dario Giaccone Bruno Sepulveda - 9
21 - Gabriel Florentin Lautaro Rios - 8
18 - Victor Sosa Agustín Alaniz - 11
  • Main (5)
Show 1st half stats
Date Home Score Away 1x2 Drop Home Asian Handicap Goal Line Asian Corners Dangerous Attacks Total Shots Shots on Target Corners     
06-04-2026 22:00 1 [4] Argentinos Jrs 3 - 2 Banfield [12] 2
S: - 3.40 ?
K: ?3.25 -
 14%
?
2.025
-
?
?
1.850, 1.950
?-?

17-9

?-?

9-1

Open single page
07-03-2025 22:00 3 [11] Banfield 1 - 2 Argentinos Jrs [3] 3
S: - 3.10 ?
K: ?2.88 -
 15%
?
1.850
-
?
?
1.925, 1.875
?-?

10-11

?-?

2-3

Open single page
12-11-2024 0:00 2 [23] Argentinos Jrs 1 - 0 Banfield [24] 4
S: - 3.00 ?
K: ?3.25 -
 16%
?
1.875
-
?
?
1.825, 1.975
?-?

9-6

?-?

5-3

Open single page
10-02-2024 20:00 4 [7] Argentinos Jrs 4 - 2 Banfield [14] 3
S: - 3.10 ?
K: ?2.88 -
 4%
?
1.900
-
?
?
1.925, 1.875
?-?

10-7

?-?

2-5

Open single page
02-07-2023 22:30 3 [27] Banfield 1 - 0 Argentinos Jrs [10] 2
S: - 2.88 ?
K: ?3.00 -
 4%
?
1.825
-
?
?
1.875, 1.925
?-?

11-7

?-?

4-4

Open single page
Argentinos Jrs Banfield
Corner 94 - 7th Corner - Banfield
Substitution 82 - Substitution - Argentinos Jrs
76 - 12th Shot Off Target - Banfield
Substitution 83 - Substitution - Argentinos Jrs
80 - 2nd Assist - Argentinos Jrs
80 - 5th Shot On Target - Argentinos Jrs
Goal 80 - 3rd Goal - Argentinos Jrs
Substitution 80 - Substitution - Banfield
Substitution 80 - Substitution - Banfield
76 - 12th Shot Off Target - Banfield
Substitution 75 - Substitution - Banfield
Substitution 75 - Substitution - Banfield
74 - 1st Assist - Argentinos Jrs
74 - 4th Shot On Target - Argentinos Jrs
Goal 74 - 2nd Goal - Argentinos Jrs
Substitution 72 - Substitution - Argentinos Jrs
Substitution 71 - Substitution - Argentinos Jrs
Corner 70 - 6th Corner - Banfield
63 - 10th Shot Off Target - Banfield
Corner 67 - 5th Corner - Banfield
66 - 11th Shot Off Target - Banfield
63 - 10th Shot Off Target - Banfield
63 - 9th Shot Off Target - Banfield
Corner 63 - 4th Corner - Banfield
63 - 3rd Shot On Target - Banfield
Substitution 61 - Substitution - Banfield
62 - 8th Shot Off Target - Banfield
60 - 3rd Offside - Argentinos Jrs
59 - 7th Shot Off Target - Argentinos Jrs
58 - 2nd Offside - Argentinos Jrs
55 - 1st Yellow Card - Banfield
51 - 2nd Shot On Target - Argentinos Jrs
Goal 52 - 1st Goal - Argentinos Jrs
49 - 6th Shot Off Target - Banfield
Corner 45+2 - 3rd Corner - Banfield
45 - 5th Shot Off Target - Argentinos Jrs
39 - 4th Shot Off Target - Banfield
36 - 1st Shot On Target - Argentinos Jrs
35 - 1st Offside - Argentinos Jrs
35 - 1st Offside - Argentinos Jrs
33 - 3rd Shot Off Target - Banfield
Substitution 30 - Substitution - Argentinos Jrs
Corner 21 - 2nd Corner - Banfield
Corner 18 - 1st Corner - Argentinos Jrs
11 - 2nd Shot Off Target - Argentinos Jrs
3 - 1st Shot Off Target - Argentinos Jrs
  • Current
  • 1st Half
  • 2nd Half
  • Last 5
  • Last 10
  • Last 15
  • Last 20
  • Last 25
  • Since Last Goal
Full-Time xG Corners Penalties Substitutions Offsides Saves Shots Blocked Fouls Ball Safe Injures Goals
Argentinos Jrs 1.66 1 0 0 1 5 2 1 0 11 108 2 3
Banfield 0.71 6 1 0 0 5 0 1 1 16 84 0 0
61%
Possession
39%
4
Shots on Target
1
4
Shots off Target
8
138
Attacks
99
?
Dangerous Attacks
?
23:42 - 1x2: 1.005 41.000 301.000
23:52 - Asian Handicap: (0) 1.700, 2.100
23:53 - Goal Line: (3.5) 7.800, 1.090
Last 15 minutes Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 2 0
Banfield 1 0 0 0 0 0
-
Possession
-
1
Shots on Target
0
0
Shots off Target
0
13
Attacks
20
?
Dangerous Attacks
?
1st Half Corners Penalties Substitutions Goals
Argentinos Jrs 1 0 0 0 1 0
Banfield 2 0 0 0 0 0
-
Possession
-
1
Shots on Target
0
3
Shots off Target
2
77
Attacks
46
?
Dangerous Attacks
?
2nd half Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 1 4 3
Banfield 4 1 0 0 0 0
-
Possession
-
3
Shots on Target
1
1
Shots off Target
6
61
Attacks
53
?
Dangerous Attacks
?
Last 5 minutes Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 0 0
Banfield 1 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
0
2
Attacks
3
?
Dangerous Attacks
?
Last 10 minutes Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 0 0
Banfield 1 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
0
11
Attacks
11
?
Dangerous Attacks
?
Last 15 minutes Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 0 0
Banfield 1 0 0 0 0 0
-
Possession
-
1
Shots on Target
0
0
Shots off Target
0
13
Attacks
20
?
Dangerous Attacks
?
Last 20 minutes Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 2 1
Banfield 1 0 0 0 2 0
-
Possession
-
1
Shots on Target
0
0
Shots off Target
1
16
Attacks
27
?
Dangerous Attacks
?
Last 25 minutes Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 4 2
Banfield 1 0 0 0 0 0
-
Possession
-
2
Shots on Target
0
0
Shots off Target
1
21
Attacks
32
?
Dangerous Attacks
?
Since Last Goal Corners Penalties Substitutions Goals
Argentinos Jrs 0 0 0 0 2 0
Banfield 1 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
0
13
Attacks
19
?
Dangerous Attacks
?
23:42 - 1x2: 1.005 41.000 301.000
23:52 - Asian Handicap: (0) 1.700, 2.100
23:53 - Goal Line: (3.5) 7.800, 1.090

1X2 Odds

Dangerous Attacks

Shots on Target

Shots off Target

Possession

Attacks

Statistics based on last games

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Argentina Liga Profesional

  • Overall
  • Home
  • Away

Primera LPF 2026, Clausura, Group B

P Team W D L Goals PO
1 Argentinos Jrs 3 0 0 7:2 9
2 Barracas Central 3 0 0 3:0 9
3 Gimnasia LP 2 0 1 4:3 6
4 Atlético Tucumán 1 1 0 2:0 4
5 Independiente Rivadavia 1 1 0 2:1 4
6 Banfield 1 1 1 3:3 4
7 Rosario Central 1 1 1 2:2 4
8 Racing Club 1 1 1 3:4 4
9 Estudiantes Rio Cuarto 1 1 1 1:3 4
10 CA Tigre 1 0 1 3:2 3
11 Belgrano 1 0 1 2:2 3
11 Huracan 1 0 1 2:2 3
13 Aldosivi 0 1 2 2:4 1
14 Sarmiento 0 0 2 4:6 0
15 River Plate 0 0 3 0:3 0

Primera LPF 2026, Clausura, Group A

P Team W D L Goals PO
1 Velez Sarsfield 2 0 0 4:1 6
2 CA Independiente 2 0 0 3:0 6
3 Gimnasia Mendoza 2 0 1 3:1 6
4 Instituto AC Cordoba 2 0 1 3:2 6
5 Newell's 1 1 1 3:3 4
6 Defensa y Justicia 1 1 1 3:5 4
7 Deportivo Riestra 1 0 2 4:3 3
8 Estudiantes LP 1 0 1 3:2 3
9 Lanus 1 0 1 1:1 3
10 San Lorenzo 1 0 1 1:1 3
11 Platense 0 1 1 3:4 1
12 Union Santa Fe 0 1 1 2:4 1
13 Boca Juniors 0 1 1 2:5 1
14 CA Talleres de Córdoba 0 0 2 1:4 0
15 Central Cordoba 0 0 2 0:3 0

Apertura, Group B

P Team W D L Goals PO
1 Independiente Rivadavia 10 4 2 29:15 34
2 River Plate 9 2 5 22:12 29
3 Argentinos Jrs 8 5 3 17:13 29
4 Rosario Central 8 4 4 20:16 28
5 Belgrano 7 5 4 17:13 26
6 Gimnasia LP 8 2 6 19:19 26
7 Huracan 5 7 4 17:13 22
8 Racing Club 5 6 5 17:15 21
9 Barracas Central 5 6 5 15:15 21
10 CA Tigre 4 8 4 18:15 20
11 Sarmiento 6 1 9 13:20 19
12 Banfield 5 3 8 17:19 18
13 Atlético Tucumán 3 5 8 15:20 14
14 Aldosivi 0 8 8 6:19 8
15 Estudiantes Rio Cuarto 1 2 13 5:24 5

Apertura, Group A

P Team W D L Goals PO
1 Estudiantes LP 9 4 3 19:7 31
2 Boca Juniors 8 6 2 22:9 30
3 Velez Sarsfield 7 7 2 18:12 28
4 CA Talleres de Córdoba 7 5 4 17:13 26
5 CA Independiente 6 6 4 24:20 24
6 Lanus 6 6 4 18:15 24
7 San Lorenzo 5 7 4 14:14 22
8 Union Santa Fe 5 6 5 24:20 21
9 Instituto AC Cordoba 6 3 7 17:17 21
10 Defensa y Justicia 4 7 5 18:21 19
11 Gimnasia Mendoza 5 4 7 14:22 19
12 Platense 3 7 6 10:15 16
13 Central Cordoba 4 4 8 11:21 16
14 Newell's 3 6 7 15:27 15
15 Deportivo Riestra 1 8 7 5:12 11

Primera LPF 2026, Clausura, Group B

P Team W D L Goals PO
1 Estudiantes Rio Cuarto 1 1 0 1:0 4
2 Argentinos Jrs 1 0 0 3:0 3
3 Banfield 1 0 0 3:2 3
4 Independiente Rivadavia 1 0 0 2:1 3
5 Barracas Central 1 0 0 1:0 3
5 Huracan 1 0 0 1:0 3
5 Gimnasia LP 1 0 0 1:0 3
8 Belgrano 1 0 1 2:2 3
9 Racing Club 1 0 1 3:4 3
10 Atlético Tucumán 0 1 0 0:0 1
10 Rosario Central 0 1 0 0:0 1
12 CA Tigre 0 0 0 0:0 0
13 Sarmiento 0 0 1 2:3 0
14 Aldosivi 0 0 1 1:2 0
15 River Plate 0 0 2 0:2 0

Primera LPF 2026, Clausura, Group A

P Team W D L Goals PO
1 Gimnasia Mendoza 2 0 0 3:0 6
2 Defensa y Justicia 1 1 0 3:2 4
2 Newell's 1 1 0 3:2 4
4 Deportivo Riestra 1 0 1 3:1 3
5 Estudiantes LP 1 0 1 3:2 3
6 Instituto AC Cordoba 1 0 0 2:1 3
7 CA Independiente 1 0 0 1:0 3
7 San Lorenzo 1 0 0 1:0 3
7 Velez Sarsfield 1 0 0 1:0 3
10 Lanus 1 0 1 1:1 3
11 Platense 0 1 0 2:2 1
12 Boca Juniors 0 0 0 0:0 0
12 Union Santa Fe 0 0 0 0:0 0
14 CA Talleres de Córdoba 0 0 1 1:3 0
15 Central Cordoba 0 0 1 0:2 0

Apertura, Group B

P Team W D L Goals PO
1 Argentinos Jrs 6 3 0 10:4 21
2 Independiente Rivadavia 6 1 2 19:10 19
3 Sarmiento 5 1 2 9:6 16
4 River Plate 5 0 3 14:8 15
5 Belgrano 4 2 2 11:5 14
6 Banfield 4 2 2 10:6 14
7 Rosario Central 4 2 2 10:7 14
8 CA Tigre 3 4 1 11:8 13
9 Huracan 4 1 3 11:8 13
10 Gimnasia LP 4 1 3 11:10 13
11 Atlético Tucumán 2 5 1 8:6 11
12 Barracas Central 3 2 3 9:8 11
13 Racing Club 2 3 2 7:7 9
14 Aldosivi 0 7 1 3:5 7
15 Estudiantes Rio Cuarto 1 1 6 4:10 4

Apertura, Group A

P Team W D L Goals PO
1 Estudiantes LP 5 1 2 11:4 16
2 CA Independiente 4 3 1 15:9 15
3 Velez Sarsfield 4 3 1 9:6 15
4 Boca Juniors 3 5 0 8:3 14
5 Union Santa Fe 3 4 1 11:5 13
6 Lanus 3 4 1 9:5 13
7 CA Talleres de Córdoba 4 1 2 9:5 13
8 Instituto AC Cordoba 4 1 3 11:8 13
9 Central Cordoba 4 1 3 10:9 13
10 Gimnasia Mendoza 4 1 3 9:8 13
11 San Lorenzo 3 2 3 10:11 11
12 Deportivo Riestra 1 5 2 4:4 8
13 Defensa y Justicia 1 5 2 7:10 8
14 Platense 2 2 4 4:8 8
15 Newell's 1 4 3 6:10 7

Primera LPF 2026, Clausura, Group B

P Team W D L Goals PO
1 Argentinos Jrs 2 0 0 4:2 6
2 Barracas Central 2 0 0 2:0 6
3 Atlético Tucumán 1 0 0 2:0 3
4 CA Tigre 1 0 1 3:2 3
5 Gimnasia LP 1 0 1 3:3 3
6 Rosario Central 1 0 1 2:2 3
7 Independiente Rivadavia 0 1 0 0:0 1
7 Racing Club 0 1 0 0:0 1
9 Aldosivi 0 1 1 1:2 1
10 Banfield 0 1 1 0:1 1
11 Belgrano 0 0 0 0:0 0
12 Sarmiento 0 0 1 2:3 0
13 Huracan 0 0 1 1:2 0
14 River Plate 0 0 1 0:1 0
15 Estudiantes Rio Cuarto 0 0 1 0:3 0

Primera LPF 2026, Clausura, Group A

P Team W D L Goals PO
1 Velez Sarsfield 1 0 0 3:1 3
2 CA Independiente 1 0 0 2:0 3
3 Instituto AC Cordoba 1 0 1 1:1 3
4 Union Santa Fe 0 1 1 2:4 1
5 Boca Juniors 0 1 1 2:5 1
6 Lanus 0 0 0 0:0 0
6 Estudiantes LP 0 0 0 0:0 0
8 Platense 0 0 1 1:2 0
8 Deportivo Riestra 0 0 1 1:2 0
10 San Lorenzo 0 0 1 0:1 0
10 Newell's 0 0 1 0:1 0
12 Central Cordoba 0 0 1 0:1 0
12 CA Talleres de Córdoba 0 0 1 0:1 0
12 Gimnasia Mendoza 0 0 1 0:1 0
15 Defensa y Justicia 0 0 1 0:3 0

Apertura, Group B

P Team W D L Goals PO
1 Independiente Rivadavia 4 3 0 10:5 15
2 River Plate 4 2 2 8:4 14
3 Rosario Central 4 2 2 10:9 14
4 Gimnasia LP 4 1 3 8:9 13
5 Racing Club 3 3 3 10:8 12
6 Belgrano 3 3 2 6:8 12
7 Barracas Central 2 4 2 6:7 10
8 Huracan 1 6 1 6:5 9
9 Argentinos Jrs 2 2 3 7:9 8
10 CA Tigre 1 4 3 7:7 7
11 Banfield 1 1 6 7:13 4
12 Atlético Tucumán 1 0 7 7:14 3
13 Sarmiento 1 0 7 4:14 3
14 Aldosivi 0 1 7 3:14 1
15 Estudiantes Rio Cuarto 0 1 7 1:14 1

Apertura, Group A

P Team W D L Goals PO
1 Boca Juniors 5 1 2 14:6 16
2 Estudiantes LP 4 3 1 8:3 15
3 Velez Sarsfield 3 4 1 9:6 13
4 CA Talleres de Córdoba 3 4 2 8:8 13
5 San Lorenzo 2 5 1 4:3 11
6 Defensa y Justicia 3 2 3 11:11 11
7 Lanus 3 2 3 9:10 11
8 CA Independiente 2 3 3 9:11 9
9 Platense 1 5 2 6:7 8
10 Union Santa Fe 2 2 4 13:15 8
11 Instituto AC Cordoba 2 2 4 6:9 8
12 Newell's 2 2 4 9:17 8
13 Gimnasia Mendoza 1 3 4 5:14 6
14 Deportivo Riestra 0 3 5 1:8 3
15 Central Cordoba 0 3 5 1:12 3
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Datasets to include

Likelihood Statistics
Previous Matches
Mutual Games
Head to Head
Scoring and Conceding Statistics
Averages
Variance Statistics
Comeback and Winning factors
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Live Match Statistics and Events
Pregame recommendation: **Bet:** 1st Half Over 0.75 Goal Line **Winning Probability:** 80% **Odds:** 1.825 **Reasoning:** In their last 10 respective home/away games, both Argentinos Jrs (home) and Banfield (away) saw at least one first-half goal 80% of the time. This strong trend indicates a high probability of the bet winning at least partially.

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

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

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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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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.