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Romania Liga I

[8] Farul Constanta 1
1 FC Unirea 2004 Slobozia [6]

Round: 11
  • Estat. ao vivo
  • Gráficos
  • Sem Odds
  • 11 inicial
  • Informações dos Times
  • Casa Anterior
  • Fora de Casa Anterior
  • H2H
  • Comparison
  • Ai Assistant

11 inicial

Lineup

4-3-3 4-3-3
1 - Alexandru Buzbuchi Ion Gurau - 27
8 - Ionut Vina Andrei Dorobantu - 2
17 - Ionut Larie Alexandru Dinu - 4
15 - Bogdan Tiru Marius Antoche - 6
11 - Cristian Ganea Andrei Dragu - 11
77 - Diogo Ramalho Vlad Pop - 24
6 - Victor Dican Valon Hamdiu - 5
20 - Eduard Radaslavescu Florin Purece - 30
27 - Ionut Cojocaru Christ Afalna - 98
31 - Alexandru Isfan Renato Espinoza - 26
7 - Razvan Andrei Tanasa Patrick Dulcea - 18

Substitutes

21 - Lucas Pellegrini Raul Rotund - 19
93 - Steve Furtado Ahmed Said - 9
25 - Jovan Markovic Constantin Toma - 10
68 - Razvan Ducan Florinel Ibrian - 21
10 - Gabriel Iancu Cristi Marian Barbut - 23
22 - Dan Sirbu Radu Negru - 20
12 - Rafael Munteanu Octavian Deaconu - 13
97 - Cristian Sima Robert Popa - 12
5 - Stefan Dutu Eduard Florescu - 7
24 - Boban Nikolov Oleksandr Safronov - 3
9 - Jakub Vojtus Ionut Coada - 8
30 - Narek Grigoryan Jekob Jeno - 15
  • Principal (3)
Mostrar estat. do 1º tempo
Data Casa Placar Jogando fora de casa 1x2 Queda Handicap Asiático em Casa Linha de Gol Escanteios Asiáticos Ataques Perigosos Total de chutes Chutes a Gol Escanteios     
07-04-2025 14:30 [8] Farul Constanta 1 - 1 FC Unirea 2004 Slobozia [10] 3
S: - 3.50 ?
K: ?3.50 -
 9%
?
2.050
-
?
?
1.850, 1.950
?-?

14-15

?-?

6-2

Abrir página única
10-11-2024 14:00 1 [12] FC Unirea 2004 Slobozia 0 - 1 Farul Constanta [13] 1
S: - 3.25 ?
K: ?3.10 -
 1%
?
2.025
-
?
?
1.925, 1.875
?-?

21-16

?-?

10-4

Abrir página única
12-07-2024 15:30 2 [6] Farul Constanta 0 - 1 FC Unirea 2004 Slobozia [14] 3
S: - 3.60 ?
K: ?3.75 -
 15%
?
1.775
-
?
?
1.850, 1.950
?-?

17-5

?-?

8-5

Abrir página única
Farul Constanta FC Unirea 2004 Slobozia
Corner 95 - 15th Corner - Farul Constanta
Corner 95 - 14th Corner - Farul Constanta
94 - Missed Penalty - Farul Constanta
93 - 7th Yellow Card - FC Unirea 2004 Slobozia
81 - 7th Yellow Card - FC Unirea 2004 Slobozia
Corner 77 - 13th Corner - Farul Constanta
Corner 76 - 12th Corner - FC Unirea 2004 Slobozia
73 - 6th Yellow Card - FC Unirea 2004 Slobozia
69 - 5th Yellow Card - FC Unirea 2004 Slobozia
Corner 69 - 11th Corner - Farul Constanta
Corner 61 - 10th Corner - Farul Constanta
Goal 56 - 2nd Goal - FC Unirea 2004 Slobozia
Corner 56 - 9th Corner - FC Unirea 2004 Slobozia
53 - 3rd Yellow Card - Farul Constanta
Corner 51 - 8th Corner - Farul Constanta
Corner 47 - 7th Corner - Farul Constanta
Goal 45+2 - 1st Goal - Farul Constanta
Corner 45+2 - 6th Corner - Farul Constanta
43 - 2nd Yellow Card - FC Unirea 2004 Slobozia
38 - 1st Yellow Card - Farul Constanta
Corner 36 - 5th Corner - FC Unirea 2004 Slobozia
Corner 32 - 4th Corner - Farul Constanta
Corner 14 - 3rd Corner - Farul Constanta
Corner 13 - 2nd Corner - FC Unirea 2004 Slobozia
Corner 9 - 1st Corner - Farul Constanta
  • Atual
  • 1st Half
  • 2nd Half
  • Últimos 5
  • Últimos 10
  • Últimos 15
  • Últimos 20
  • Últimos 25
  • Desde o Último Gol
Tempo inteiro Escanteios Pênaltis Substituições Offsides Saves Shots Blocked Fouls Ball Safe Injures Gols
Farul Constanta 11 2 0 1 3 4 4 8 14 86 1 1
FC Unirea 2004 Slobozia 4 5 0 0 4 0 6 5 11 83 2 1
61%
Posse
39%
6
Chutes a Gol
4
26
Chutes fora do Gol
10
133
Ataques
77
?
Ataques Perigosos
?
16:22 - 1x2: 1.181 4.500 401.000
16:21 - Asian Handicap: (0) 1.250, 3.800
16:21 - Goal Line: (2.5) 8.100, 1.085
Últimos 15 minutos Escanteios Pênaltis Substituições Gols
Farul Constanta 3 0 0 1 1 0
FC Unirea 2004 Slobozia 0 2 0 0 0 0
-
Posse
-
0
Chutes a Gol
2
4
Chutes fora do Gol
4
16
Ataques
22
?
Ataques Perigosos
?
1st Half Escanteios Pênaltis Substituições Gols
Farul Constanta 4 1 0 0 0 1
FC Unirea 2004 Slobozia 2 1 0 0 2 0
-
Posse
-
2
Chutes a Gol
0
12
Chutes fora do Gol
4
76
Ataques
36
?
Ataques Perigosos
?
2º tempo Escanteios Pênaltis Substituições Gols
Farul Constanta 7 1 0 1 3 0
FC Unirea 2004 Slobozia 2 4 0 0 1 1
-
Posse
-
4
Chutes a Gol
4
14
Chutes fora do Gol
6
57
Ataques
41
?
Ataques Perigosos
?
Last 5 minutes Escanteios Pênaltis Substituições Gols
Farul Constanta 2 0 0 1 0 0
FC Unirea 2004 Slobozia 0 1 0 0 0 0
-
Posse
-
0
Chutes a Gol
1
1
Chutes fora do Gol
1
6
Ataques
12
?
Ataques Perigosos
?
Last 10 minutes Escanteios Pênaltis Substituições Gols
Farul Constanta 2 0 0 1 0 0
FC Unirea 2004 Slobozia 0 2 0 0 0 0
-
Posse
-
0
Chutes a Gol
1
3
Chutes fora do Gol
3
15
Ataques
15
?
Ataques Perigosos
?
Últimos 15 minutos Escanteios Pênaltis Substituições Gols
Farul Constanta 3 0 0 1 0 0
FC Unirea 2004 Slobozia 0 2 0 0 0 0
-
Posse
-
0
Chutes a Gol
2
4
Chutes fora do Gol
4
16
Ataques
22
?
Ataques Perigosos
?
Last 20 minutes Escanteios Pênaltis Substituições Gols
Farul Constanta 3 0 0 1 1 0
FC Unirea 2004 Slobozia 1 3 0 0 0 0
-
Posse
-
2
Chutes a Gol
2
7
Chutes fora do Gol
5
24
Ataques
27
?
Ataques Perigosos
?
Last 25 minutes Escanteios Pênaltis Substituições Gols
Farul Constanta 4 0 0 1 2 0
FC Unirea 2004 Slobozia 1 4 0 0 0 0
-
Posse
-
2
Chutes a Gol
2
11
Chutes fora do Gol
5
38
Ataques
30
?
Ataques Perigosos
?
Desde o Último Gol Escanteios Pênaltis Substituições Gols
Farul Constanta 5 0 0 1 3 0
FC Unirea 2004 Slobozia 1 4 0 0 2 0
-
Posse
-
3
Chutes a Gol
3
13
Chutes fora do Gol
5
46
Ataques
32
?
Ataques Perigosos
?
16:22 - 1x2: 1.181 4.500 401.000
16:21 - Asian Handicap: (0) 1.250, 3.800
16:21 - Goal Line: (2.5) 8.100, 1.085

1X2 Odds

Ataques Perigosos

Chutes a Gol

Chutes fora do Gol

Posse

Ataques

Estatísticas com base nos últimos jogos

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Romania Cup

  • Overall
  • Casa
  • Jogando fora de casa

Cupa Romaniei 25/26, Group D

P Times W D L Gols PO
1 AFC Hermannstadt 2 0 0 4:1 6
2 Dinamo Bucharest 1 1 0 3:1 4
3 CS Concordia Chiajna 1 0 1 3:1 3
4 Farul Constanta 0 2 0 1:1 2
5 FC Botosani 0 1 1 2:4 1
6 CS Dinamo Bucuresti 0 0 2 1:6 0

Cupa Romaniei 25/26, Group C

P Times W D L Gols PO
1 Otelul Galati 1 1 0 5:4 4
2 Universitatea Cluj 1 1 0 4:3 4
3 AFC Metalul Buzau 1 0 1 8:6 3
4 ACS Sepsi 0 2 0 2:2 2
5 FK Csikszereda Miercurea Ciuc 0 1 1 1:2 1
6 CS Sporting Liesti 0 1 1 7:10 1

Cupa Romaniei 25/26, Group B

P Times W D L Gols PO
1 CS U Craiova 2 0 0 8:1 6
2 ACS UTA Batrana Doamna 1 1 0 4:1 4
3 FCSB 1 0 1 3:4 3
4 Gloria Bistrita 1 0 1 3:4 3
5 Petrolul Ploiesti 0 1 1 1:5 1
6 CS Sanatatea Cluj 0 0 2 2:6 0

Cupa Romaniei 25/26, Group A

P Times W D L Gols PO
1 FC Arges Pitesti 2 0 0 5:3 6
2 CFR Cluj 1 1 0 6:2 4
3 Rapid Bucuresti 1 0 1 5:2 3
4 CSC Dumbravita 1 0 1 2:5 3
5 Metaloglobus Bucuresti 0 1 1 4:5 1
6 CSM Slatina 0 0 2 1:6 0

Cupa Romaniei 25/26, Group D

P Times W D L Gols PO
1 FC Botosani 0 1 1 2:4 1
2 Farul Constanta 0 1 0 0:0 1
3 AFC Hermannstadt 0 0 0 0:0 0
3 Dinamo Bucharest 0 0 0 0:0 0
5 CS Concordia Chiajna 0 0 1 0:1 0
6 CS Dinamo Bucuresti 0 0 2 1:6 0

Cupa Romaniei 25/26, Group C

P Times W D L Gols PO
1 ACS Sepsi 0 1 0 2:2 1
2 FK Csikszereda Miercurea Ciuc 0 1 1 1:2 1
3 CS Sporting Liesti 0 1 1 7:10 1
4 Otelul Galati 0 0 0 0:0 0
4 Universitatea Cluj 0 0 0 0:0 0
6 AFC Metalul Buzau 0 0 1 1:2 0

Cupa Romaniei 25/26, Group B

P Times W D L Gols PO
1 ACS UTA Batrana Doamna 1 1 0 4:1 4
2 CS U Craiova 0 0 0 0:0 0
2 FCSB 0 0 0 0:0 0
4 Gloria Bistrita 0 0 1 1:3 0
5 CS Sanatatea Cluj 0 0 2 2:6 0
6 Petrolul Ploiesti 0 0 1 0:4 0

Cupa Romaniei 25/26, Group A

P Times W D L Gols PO
1 FC Arges Pitesti 1 0 0 2:1 3
2 CSC Dumbravita 1 0 1 2:5 3
3 Metaloglobus Bucuresti 0 1 1 4:5 1
4 CFR Cluj 0 0 0 0:0 0
4 Rapid Bucuresti 0 0 0 0:0 0
6 CSM Slatina 0 0 1 0:4 0

Cupa Romaniei 25/26, Group D

P Times W D L Gols PO
1 AFC Hermannstadt 2 0 0 4:1 6
2 Dinamo Bucharest 1 1 0 3:1 4
3 CS Concordia Chiajna 1 0 0 3:0 3
4 Farul Constanta 0 1 0 1:1 1
5 CS Dinamo Bucuresti 0 0 0 0:0 0
5 FC Botosani 0 0 0 0:0 0

Cupa Romaniei 25/26, Group C

P Times W D L Gols PO
1 Otelul Galati 1 1 0 5:4 4
2 Universitatea Cluj 1 1 0 4:3 4
3 AFC Metalul Buzau 1 0 0 7:4 3
4 ACS Sepsi 0 1 0 0:0 1
5 FK Csikszereda Miercurea Ciuc 0 0 0 0:0 0
5 CS Sporting Liesti 0 0 0 0:0 0

Cupa Romaniei 25/26, Group B

P Times W D L Gols PO
1 CS U Craiova 2 0 0 8:1 6
2 FCSB 1 0 1 3:4 3
3 Gloria Bistrita 1 0 0 2:1 3
4 Petrolul Ploiesti 0 1 0 1:1 1
5 ACS UTA Batrana Doamna 0 0 0 0:0 0
5 CS Sanatatea Cluj 0 0 0 0:0 0

Cupa Romaniei 25/26, Group A

P Times W D L Gols PO
1 CFR Cluj 1 1 0 6:2 4
2 FC Arges Pitesti 1 0 0 3:2 3
3 Rapid Bucuresti 1 0 1 5:2 3
4 CSC Dumbravita 0 0 0 0:0 0
4 Metaloglobus Bucuresti 0 0 0 0:0 0
6 CSM Slatina 0 0 1 1:2 0

Romania Liga I

  • Overall
  • Casa
  • Jogando fora de casa

Superliga 25/26

P Times W D L Gols PO
1 Rapid Bucuresti 11 6 4 34:20 39
2 FC Botosani 10 8 3 30:15 38
3 Dinamo Bucharest 10 8 3 32:18 38
4 CS U Craiova 10 7 3 32:20 37
5 FC Arges Pitesti 10 4 7 27:21 34
6 Otelul Galati 9 6 6 32:18 33
7 Universitatea Cluj 9 6 6 26:19 33
8 ACS UTA Batrana Doamna 8 8 5 26:29 32
9 FCSB 8 7 6 31:26 31
10 Farul Constanta 7 6 8 26:25 27
11 CFR Cluj 6 8 7 29:33 26
12 FC Unirea 2004 Slobozia 6 3 12 21:31 21
13 Petrolul Ploiesti 4 8 9 16:20 20
14 FK Csikszereda Miercurea Ciuc 3 7 10 21:43 16
15 AFC Hermannstadt 2 7 12 17:35 13
16 Metaloglobus Bucuresti 2 5 14 19:46 11

Superliga 25/26

P Times W D L Gols PO
1 FC Botosani 6 4 1 20:8 22
2 Otelul Galati 6 3 2 20:9 21
3 Dinamo Bucharest 6 3 1 19:8 21
4 CS U Craiova 6 3 1 19:10 21
5 Rapid Bucuresti 6 2 2 21:11 20
6 ACS UTA Batrana Doamna 5 4 2 15:14 19
7 Farul Constanta 5 3 2 15:9 18
8 FC Arges Pitesti 5 2 3 13:8 17
9 FCSB 4 3 3 11:8 15
10 CFR Cluj 4 3 3 18:16 15
11 Universitatea Cluj 3 5 3 11:10 14
12 FK Csikszereda Miercurea Ciuc 2 6 3 14:17 12
13 FC Unirea 2004 Slobozia 3 1 6 9:9 10
14 Petrolul Ploiesti 2 3 5 7:10 9
15 Metaloglobus Bucuresti 2 3 6 10:19 9
16 AFC Hermannstadt 1 4 6 11:20 7

Superliga 25/26

P Times W D L Gols PO
1 Universitatea Cluj 6 1 3 15:9 19
2 Rapid Bucuresti 5 4 2 13:9 19
3 Dinamo Bucharest 4 5 2 13:10 17
4 FC Arges Pitesti 5 2 4 14:13 17
5 CS U Craiova 4 4 2 13:10 16
6 FC Botosani 4 4 2 10:7 16
7 FCSB 4 4 3 20:18 16
8 ACS UTA Batrana Doamna 3 4 3 11:15 13
9 Otelul Galati 3 3 4 12:9 12
10 Petrolul Ploiesti 2 5 4 9:10 11
11 CFR Cluj 2 5 4 11:17 11
12 FC Unirea 2004 Slobozia 3 2 6 12:22 11
13 Farul Constanta 2 3 6 11:16 9
14 AFC Hermannstadt 1 3 6 6:15 6
15 FK Csikszereda Miercurea Ciuc 1 1 7 7:26 4
16 Metaloglobus Bucuresti 0 2 8 9:27 2
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Datasets to include

Likelihood Statistics
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Pregame recommendation: **Bet:** 1st Half Over 4.5 Asian Corners **Winning Probability:** 65% **Odds:** 1.925 **Reasoning:** The combined likelihood for over 4.5 corners in the first half is 65%. This is primarily driven by the home team, Farul Constanta, whose home matches have exceeded this line 80% of the time. Farul averages 3.1 corners in the first half when playing at home.

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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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    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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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
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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:

  • Massive Data Analysis: Every test analyzes the last 100,000 finished games (approximately 5-6 months of matches) from the database
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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:

  • Schedule Page Analysis: AI scans upcoming matches and highlights value betting opportunities with higher probability of success
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  • 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
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  • Enhanced accuracy: You can exclude 0-0 games from calculations for more accurate statistics (feature added January 2025)
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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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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.

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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
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  • 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
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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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  • 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.