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Argentina Liga Profesional

[9] Newell's 2
2 Boca Juniors [14]

Round: 3
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Lineups

Lineup

4-2-3-1 4-2-3-1
30 - Josue Jeronimo Reinatti Balansino Alvaro Montero - 1
24 - Franco Escobar Dylan Gorosito - 24
23 - Nicolás Goitea Lautaro Di Lollo - 2
17 - Lautaro Giannetti Ayrton Costa - 32
28 - Jeronimo Russo Lautaro Blanco - 3
8 - David Sotelo Santiago Ascacibar - 25
5 - Luca Regiardo Leandro Paredes - 5
7 - Walter Mazzantti Leonel Flores - 19
20 - Facundo Guch Tomas Aranda - 10
39 - Thomas Rios Sebastian Villa - 22
9 - Matias Coccaro Miguel Merentiel - 16

Substitutes

25 - Bruno Leonel Cabrera Milton Gimenez - 9
3 - Martin Luciano Alan Velasco - 20
29 - Marcelo Cesar Esponda Angel Romero - 11
35 - Blas Benedetto Jorge Figal - 4
10 - Valentino Acuna Marco Pellegrino - 26
27 - Jeronimo Gomez Mattar Williams Alarcon - 15
36 - Francisco Scarpeccio Camilo Rey Domenech - 23
2 - Ian Glavinovich Leandro Lozano - 17
99 - Juan Ramirez Milton Delgado - 18
18 - Mateo Garcia Leandro Brey - 12
21 - Gabriel Arias Malcom Braida - 27
15 - Alan Sonora Kevin Zenon - 21
  • 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     
01-02-2026 22:15 3 [8] Boca Juniors 2 - 0 Newell's [11] 3
S: - 4.20 ?
K: ?3.75 -
 13%
?
2.000
-
?
?
1.850, 1.950
?-?

8-6

?-?

2-1

Open single page
05-10-2025 22:00 [9] Boca Juniors 5 - 0 Newell's [14] 1
S: - 3.70 ?
K: ?4.00 -
 10%
?
1.800
-
?
?
1.850, 1.950
?-?

20-5

?-?

6-1

Open single page
30-03-2025 22:30 3 [14] Newell's 2 - 0 Boca Juniors [2] 1
S: - 3.20 ?
K: ?3.20 -
 6%
?
1.875
-
?
?
1.950, 1.850
?-?

7-10

?-?

3-7

Open single page
09-12-2024 0:00 5 [26] Newell's 0 - 1 Boca Juniors [7] 3
S: - 3.30 ?
K: ?3.10 -
 0%
?
2.025
-
?
?
2.000, 1.800
?-?

20-9

?-?

4-3

Open single page
06-04-2024 20:00 2 [3] Newell's 1 - 3 Boca Juniors [5] 5
S: - 3.10 ?
K: ?3.10 -
 0%
?
1.925
-
?
?
1.950, 1.850
?-?

14-11

?-?

5-5

Open single page
Newell's Boca Juniors
Corner 97 - 12th Corner - Boca Juniors
Substitution 96 - Substitution - Newell's
Substitution 96 - Substitution - Newell's
Substitution 96 - Substitution - Newell's
92 - 19th Shot Off Target - Boca Juniors
87 - 18th Shot Off Target - Boca Juniors
Corner 87 - 11th Corner - Boca Juniors
Substitution 84 - Substitution - Newell's
85 - 17th Shot Off Target - Boca Juniors
Corner 85 - 10th Corner - Boca Juniors
82 - 16th Shot Off Target - Boca Juniors
81 - 4th Assist - Boca Juniors
81 - 6th Shot On Target - Boca Juniors
Goal 81 - 4th Goal - Boca Juniors
80 - 5th Yellow Card - Boca Juniors
Substitution 75 - Substitution - Boca Juniors
Substitution 75 - Substitution - Boca Juniors
71 - 15th Shot Off Target - Boca Juniors
Corner 71 - 9th Corner - Boca Juniors
Substitution 66 - Substitution - Newell's
68 - 4th Yellow Card - Boca Juniors
Substitution 63 - Substitution - Boca Juniors
61 - 14th Shot Off Target - Boca Juniors
59 - 3rd Assist - Newell's
60 - 3rd Yellow Card - Newell's
59 - 5th Shot On Target - Newell's
Goal 59 - 3rd Goal - Newell's
52 - 13th Shot Off Target - Boca Juniors
55 - 12th Shot Off Target - Boca Juniors
53 - 11th Shot Off Target - Newell's
50 - 10th Shot Off Target - Newell's
50 - 2nd Assist - Newell's
50 - 4th Shot On Target - Newell's
Goal 50 - 2nd Goal - Newell's
48 - 9th Shot Off Target - Boca Juniors
47 - 8th Shot Off Target - Newell's
45+3 - 8th Shot Off Target - Newell's
45+3 - 8th Shot Off Target - Newell's
45+2 - 7th Shot Off Target - Newell's
Corner 45+3 - 8th Corner - Newell's
45 - 2nd Yellow Card - Boca Juniors
Corner 45 - 7th Corner - Boca Juniors
43 - 1st Yellow Card - Newell's
Corner 43 - 6th Corner - Newell's
Corner 42 - 5th Corner - Newell's
30 - 1st Assist - Boca Juniors
30 - 3rd Shot On Target - Boca Juniors
Goal 30 - 1st Goal - Boca Juniors
23 - 5th Shot Off Target - Boca Juniors
25 - 4th Shot Off Target - Boca Juniors
Corner 23 - 4th Corner - Boca Juniors
19 - 3rd Shot Off Target - Newell's
19 - 2nd Shot Off Target - Newell's
11 - 2nd Shot On Target - Boca Juniors
Corner 20 - 3rd Corner - Newell's
18 - 1st Shot Off Target - Boca Juniors
Corner 11 - 2nd Corner - Boca Juniors
10 - 1st Offside - Newell's
3 - 1st Shot On Target - Boca Juniors
Corner 1 - 1st Corner - Newell's
  • 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
Newell's 0.54 5 2 0 0 5 1 0 0 10 83 2 2
Boca Juniors 1.61 7 3 0 0 3 0 0 0 9 86 0 2
40%
Possession
60%
2
Shots on Target
4
7
Shots off Target
12
79
Attacks
109
?
Dangerous Attacks
?
21:57 - 1x2: 29.000 1.020 19.000
21:56 - Asian Handicap: (0) 3.000, 1.375
21:56 - Goal Line: (4.5) 9.500, 1.065
Last 15 minutes Corners Penalties Substitutions Goals
Newell's 0 0 0 0 4 0
Boca Juniors 3 1 0 0 0 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
4
18
Attacks
30
?
Dangerous Attacks
?
1st Half Corners Penalties Substitutions Goals
Newell's 5 1 0 0 0 0
Boca Juniors 3 1 0 0 0 1
-
Possession
-
0
Shots on Target
3
4
Shots off Target
3
38
Attacks
55
?
Dangerous Attacks
?
2nd half Corners Penalties Substitutions Goals
Newell's 0 1 0 0 5 2
Boca Juniors 4 2 0 0 1 1
-
Possession
-
2
Shots on Target
1
3
Shots off Target
9
41
Attacks
54
?
Dangerous Attacks
?
Last 5 minutes Corners Penalties Substitutions Goals
Newell's 0 0 0 0 3 0
Boca Juniors 1 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
2
14
Attacks
16
?
Dangerous Attacks
?
Last 10 minutes Corners Penalties Substitutions Goals
Newell's 0 0 0 0 4 0
Boca Juniors 3 0 0 0 0 0
-
Possession
-
0
Shots on Target
1
0
Shots off Target
4
16
Attacks
24
?
Dangerous Attacks
?
Last 15 minutes Corners Penalties Substitutions Goals
Newell's 0 0 0 0 0 0
Boca Juniors 3 1 0 0 0 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
4
18
Attacks
30
?
Dangerous Attacks
?
Last 20 minutes Corners Penalties Substitutions Goals
Newell's 0 0 0 0 4 0
Boca Juniors 4 1 0 0 2 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
5
23
Attacks
35
?
Dangerous Attacks
?
Last 25 minutes Corners Penalties Substitutions Goals
Newell's 0 0 0 0 4 0
Boca Juniors 4 2 0 0 1 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
5
26
Attacks
38
?
Dangerous Attacks
?
Since Last Goal Corners Penalties Substitutions Goals
Newell's 0 0 0 0 4 0
Boca Juniors 3 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
4
16
Attacks
24
?
Dangerous Attacks
?
21:57 - 1x2: 29.000 1.020 19.000
21:56 - Asian Handicap: (0) 3.000, 1.375
21:56 - Goal Line: (4.5) 9.500, 1.065

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

Primera LPF 2026, Clausura, Group A

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

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 Argentinos Jrs 2 0 0 5:1 6
2 Gimnasia LP 2 0 0 3:0 6
3 Independiente Rivadavia 2 0 0 4:2 6
4 Rosario Central 1 1 0 2:1 4
5 Estudiantes Rio Cuarto 1 1 0 1:0 4
6 Huracan 1 1 0 1:0 4
6 CA Tigre 1 1 0 1:0 4
8 Barracas Central 1 0 0 1:0 3
9 Sarmiento 1 0 1 4:4 3
10 Belgrano 1 0 1 2:2 3
11 Banfield 1 0 1 3:4 3
11 Racing Club 1 0 1 3:4 3
13 Atlético Tucumán 0 1 1 1:2 1
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 Defensa y Justicia 2 1 0 5:3 7
2 Deportivo Riestra 2 0 1 5:1 6
3 Gimnasia Mendoza 2 0 0 3:0 6
4 Instituto AC Cordoba 2 0 0 3:1 6
5 Velez Sarsfield 2 0 0 2:0 6
6 Newell's 1 1 0 3:2 4
7 Boca Juniors 1 1 0 2:1 4
8 Estudiantes LP 1 0 1 3:2 3
9 Union Santa Fe 1 0 1 3:3 3
10 CA Independiente 1 0 1 1:1 3
10 Lanus 1 0 1 1:1 3
12 Central Cordoba 1 0 1 1:2 3
13 San Lorenzo 1 0 1 1:2 3
14 Platense 0 1 1 2:6 1
15 CA Talleres de Córdoba 0 0 1 1:3 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 1 2:2 6
3 Atlético Tucumán 1 1 0 2:0 4
3 Belgrano 1 1 0 2:0 4
5 Huracan 1 0 1 3:2 3
5 CA Tigre 1 0 1 3:2 3
7 Sarmiento 1 0 1 4:4 3
8 Gimnasia LP 1 0 1 3:3 3
9 Rosario Central 1 0 1 2:2 3
10 Independiente Rivadavia 0 1 1 1:2 1
10 Racing Club 0 1 1 1:2 1
12 Banfield 0 1 1 0:1 1
13 Aldosivi 0 1 2 2:4 1
14 River Plate 0 0 2 0:2 0
15 Estudiantes Rio Cuarto 0 0 2 1:5 0

Primera LPF 2026, Clausura, Group A

P Team W D L Goals PO
1 Velez Sarsfield 1 1 0 4:2 4
2 CA Talleres de Córdoba 1 0 1 4:1 3
3 CA Independiente 1 0 1 2:1 3
4 Central Cordoba 1 0 1 2:2 3
4 Platense 1 0 1 2:2 3
6 Instituto AC Cordoba 1 0 1 1:1 3
7 Union Santa Fe 0 1 1 2:4 1
8 Boca Juniors 0 1 1 2:5 1
9 Lanus 0 0 1 1:2 0
9 Deportivo Riestra 0 0 1 1:2 0
11 Newell's 0 0 2 1:3 0
12 San Lorenzo 0 0 2 0:2 0
13 Gimnasia Mendoza 0 0 2 0:2 0
14 Estudiantes LP 0 0 2 0:3 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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What statistics and features does BetBallers provide for football betting?

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  • 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.