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Germany Bundesliga I

[16] Mainz 1
1 Werder Bremen [9]

Round: 9
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Lineups

Lineup

3-4-2-1 4-2-3-1
27 - Robin Zentner Mio Backhaus - 30
25 - Andreas Hanche-Olsen Yukinari Sugawara - 3
15 - Lennard Maloney Amos Pieper - 5
31 - Dominik Kohr Karim Coulibaly - 31
2 - Philipp Mwene Marco Friedl - 32
6 - Kaishu Sano Jens Stage - 6
10 - Nadiem Amiri Senne Lynen - 14
30 - Silvan Widmer Marco Grull - 17
8 - Paul Nebel Romano Schmid - 20
7 - Lee Jae-sung Samuel Mbangula Tshifunda - 7
17 - Benedict Hollerbach Victor Boniface - 44

Substitutes

24 - Sota Kawasaki Cameron Puertas Castro - 18
11 - Armindo Sieb Patrice Covic - 24
36 - Fabio Moreno Fell Isaac Schmidt - 23
22 - Nikolas Veratschnig Leonardo Bittencourt - 10
21 - Danny da Costa Keke Topp - 9
44 - Nelson Weiper Julian Malatini - 22
1 - Lasse Riess Justin Njinmah - 11
9 - Arnaud Nordin Karl Hein - 13
16 - Stefan Bell Niklas Stark - 4
  • 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     
15-03-2026 14:30 2 [14] Werder Bremen 0 - 2 Mainz [15] 1
S: - 3.40 ?
K: ?3.50 -
 7%
?
1.950
-
?
?
1.825, 1.975
?-?

16-11

?-?

9-4

Open single page
31-01-2025 19:30 6 2 [9] Werder Bremen 1 - 0 Mainz [6] 3
S: - 3.50 ?
K: ?3.40 -
 0%
?
2.070
-
?
?
1.875, 1.925
?-?

13-12

?-?

3-8

Open single page
15-09-2024 15:30 3 [13] Mainz 1 - 2 Werder Bremen [14] 1 1
S: - 3.75 ?
K: ?3.60 -
 8%
?
1.920
-
?
?
2.000, 1.800
?-?

16-14

?-?

10-4

Open single page
03-02-2024 14:30 4 [17] Mainz 0 - 1 Werder Bremen [10] 3
S: - 3.50 ?
K: ?3.60 -
 45%
?
1.950
-
?
?
2.000, 1.800
?-?

23-6

?-?

11-1

Open single page
08-04-2023 13:30 1 [8] Mainz 2 - 2 Werder Bremen [11] 5
S: - 3.80 ?
K: ?4.00 -
 7%
?
1.850
-
?
?
2.000, 1.800
?-?

16-9

?-?

1-2

Open single page
Mainz Werder Bremen
Substitution 92 - Substitution - Werder Bremen
92 - 4th Yellow Card - Mainz
91 - 8th Shot On Target - Werder Bremen
Substitution 89 - Substitution - Mainz
Substitution 89 - Substitution - Mainz
88 - 3rd Yellow Card - Werder Bremen
86 - 7th Shot On Target - Werder Bremen
Goal 86 - 2nd Goal - Werder Bremen
Substitution 82 - Substitution - Werder Bremen
Substitution 77 - Substitution - Mainz
Substitution 77 - Substitution - Mainz
72 - 5th Offside - Werder Bremen
Substitution 69 - Substitution - Mainz
65 - 7th Shot Off Target - Werder Bremen
Substitution 64 - Substitution - Werder Bremen
Substitution 64 - Substitution - Werder Bremen
65 - 6th Shot Off Target - Werder Bremen
Corner 60 - 2nd Corner - Mainz
59 - 2nd Yellow Card - Werder Bremen
57 - 6th Shot On Target - Mainz
48 - 4th Offside - Mainz
47 - 5th Shot On Target - Mainz
Corner 47 - 1st Corner - Mainz
Substitution 46 - Substitution - Werder Bremen
45 - 1st Yellow Card - Werder Bremen
40 - 5th Shot Off Target - Mainz
36 - 4th Shot On Target - Mainz
36 - 1st Assist - Mainz
36 - 3rd Shot On Target - Mainz
Goal 36 - 1st Goal - Mainz
31 - 3rd Offside - Mainz
30 - 2nd Offside - Mainz
27 - 1st Offside - Mainz
24 - 4th Shot Off Target - Mainz
23 - 3rd Shot Off Target - Mainz
19 - 2nd Shot Off Target - Mainz
13 - 2nd Shot On Target - Werder Bremen
6 - 1st Shot On Target - Mainz
5 - 1st Shot Off Target - Mainz
  • 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 Goals
Mainz 1.39 2 1 0 0 5 4 2 3 19 71 1
Werder Bremen 0.94 0 3 0 0 5 1 4 0 11 93 1
46%
Possession
54%
5
Shots on Target
3
5
Shots off Target
2
133
Attacks
93
?
Dangerous Attacks
?
16:27 - 1x2: 21.000 1.020 26.000
16:21 - Asian Handicap: (0) 1.600, 2.400
16:25 - Goal Line: (2.5) 8.500, 1.080
Last 15 minutes Corners Penalties Substitutions Goals
Mainz 0 1 0 0 4 0
Werder Bremen 0 1 0 0 2 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
0
27
Attacks
25
?
Dangerous Attacks
?
1st Half Corners Penalties Substitutions Goals
Mainz 0 0 0 0 0 1
Werder Bremen 0 1 0 0 1 0
-
Possession
-
3
Shots on Target
1
5
Shots off Target
0
55
Attacks
39
?
Dangerous Attacks
?
2nd half Corners Penalties Substitutions Goals
Mainz 2 1 0 0 5 0
Werder Bremen 0 2 0 0 1 1
-
Possession
-
2
Shots on Target
2
0
Shots off Target
2
78
Attacks
54
?
Dangerous Attacks
?
Last 5 minutes Corners Penalties Substitutions Goals
Mainz 0 1 0 0 2 0
Werder Bremen 0 1 0 0 1 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
0
14
Attacks
12
?
Dangerous Attacks
?
Last 10 minutes Corners Penalties Substitutions Goals
Mainz 0 1 0 0 2 0
Werder Bremen 0 1 0 0 1 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
0
15
Attacks
19
?
Dangerous Attacks
?
Last 15 minutes Corners Penalties Substitutions Goals
Mainz 0 1 0 0 0 0
Werder Bremen 0 1 0 0 2 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
0
27
Attacks
25
?
Dangerous Attacks
?
Last 20 minutes Corners Penalties Substitutions Goals
Mainz 0 1 0 0 4 0
Werder Bremen 0 1 0 0 2 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
0
37
Attacks
29
?
Dangerous Attacks
?
Last 25 minutes Corners Penalties Substitutions Goals
Mainz 0 1 0 0 5 0
Werder Bremen 0 1 0 0 1 1
-
Possession
-
0
Shots on Target
2
0
Shots off Target
1
41
Attacks
37
?
Dangerous Attacks
?
Since Last Goal Corners Penalties Substitutions Goals
Mainz 0 1 0 0 2 0
Werder Bremen 0 1 0 0 1 1
-
Possession
-
0
Shots on Target
1
0
Shots off Target
0
14
Attacks
12
?
Dangerous Attacks
?
16:27 - 1x2: 21.000 1.020 26.000
16:21 - Asian Handicap: (0) 1.600, 2.400
16:25 - Goal Line: (2.5) 8.500, 1.080

1X2 Odds

Dangerous Attacks

Shots on Target

Shots off Target

Possession

Attacks

Statistics based on last games

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Germany Bundesliga I

  • Overall
  • Home
  • Away

Bundesliga 25/26

P Team W D L Goals PO
1 Bayern Munich 26 5 1 116:35 83
2 Borussia Dortmund 20 7 5 65:32 67
3 RB Leipzig 19 5 8 63:42 62
4 Bayer Leverkusen 17 7 8 66:43 58
5 VfB Stuttgart 17 7 8 66:46 58
6 TSG Hoffenheim 17 7 8 64:48 58
7 SC Freiburg 12 8 12 45:53 44
8 Eintracht Frankfurt 11 10 11 57:60 43
9 Augsburg 11 7 14 42:56 40
10 Mainz 9 10 13 41:50 37
11 Borussia M'gladbach 8 11 13 37:50 35
12 Hamburg 8 10 14 36:51 34
13 Union Berlin 8 9 15 37:57 33
14 Cologne 7 11 14 47:55 32
15 Werder Bremen 8 8 16 37:57 32
16 Wolfsburg 6 8 18 42:67 26
17 St Pauli 6 8 18 27:55 26
18 Heidenheim 5 8 19 38:69 23

Bundesliga 25/26

P Team W D L Goals PO
1 Bayern Munich 13 2 1 63:18 41
2 Borussia Dortmund 12 2 2 37:14 38
3 VfB Stuttgart 11 3 2 27:15 36
4 RB Leipzig 11 2 3 38:19 35
5 Bayer Leverkusen 9 3 4 37:18 30
6 TSG Hoffenheim 9 2 5 34:21 29
7 SC Freiburg 8 5 3 29:21 29
8 Eintracht Frankfurt 7 3 6 27:25 24
9 Augsburg 6 5 5 22:27 23
10 Hamburg 5 6 5 22:20 21
11 Borussia M'gladbach 5 6 5 20:24 21
12 Cologne 5 4 7 29:27 19
13 Union Berlin 4 7 5 22:26 19
14 Werder Bremen 5 4 7 19:29 19
15 Mainz 4 5 7 20:22 17
16 Heidenheim 4 5 7 23:35 17
17 St Pauli 4 5 7 16:28 17
18 Wolfsburg 2 4 10 21:31 10

Bundesliga 25/26

P Team W D L Goals PO
1 Bayern Munich 13 3 0 53:17 42
2 Borussia Dortmund 8 5 3 28:18 29
3 TSG Hoffenheim 8 5 3 30:27 29
4 Bayer Leverkusen 8 4 4 29:25 28
5 RB Leipzig 8 3 5 25:23 27
6 VfB Stuttgart 6 4 6 39:31 22
7 Mainz 5 5 6 21:28 20
8 Eintracht Frankfurt 4 7 5 30:35 19
9 Augsburg 5 2 9 20:29 17
10 Wolfsburg 4 4 8 21:36 16
11 SC Freiburg 4 3 9 16:32 15
12 Borussia M'gladbach 3 5 8 17:26 14
13 Union Berlin 4 2 10 15:31 14
14 Cologne 2 7 7 18:28 13
14 Werder Bremen 3 4 9 18:28 13
16 Hamburg 3 4 9 14:31 13
17 St Pauli 2 3 11 11:27 9
18 Heidenheim 1 3 12 15:34 6

UEFA Conference League

  • Overall
  • Home
  • Away

UEFA Conference League 25/26

P Team W D L Goals PO
1 Strasbourg 5 1 0 11:5 16
2 Rakow Czestochowa 4 2 0 9:2 14
3 AEK Athens 4 1 1 14:7 13
4 Sparta Prague 4 1 1 10:3 13
5 Rayo Vallecano 4 1 1 13:7 13
6 Shakhtar Donetsk 4 1 1 10:5 13
7 Mainz 4 1 1 7:3 13
8 AEK Larnaca 3 3 0 7:1 12
9 Lausanne Sports 3 2 1 6:3 11
10 Crystal Palace 3 1 2 11:6 10
11 Lech Poznan 3 1 2 12:8 10
12 Samsunspor 3 1 2 10:6 10
13 NK Celje 3 1 2 8:7 10
14 AZ 3 1 2 7:7 10
15 Fiorentina 3 0 3 8:5 9
16 HNK Rijeka 2 3 1 5:2 9
17 Jagiellonia Bialystok 2 3 1 5:4 9
18 Omonia Nicosia 2 2 2 5:4 8
19 FC Noah 2 2 2 6:7 8
20 KF Drita 2 2 2 4:8 8
21 KuPS Kuopio 1 4 1 6:5 7
22 Shkendija Tetovo 2 1 3 4:5 7
23 Zrinjski Mostar 2 1 3 8:10 7
24 Sigma Olomouc 2 1 3 7:9 7
25 CS U Craiova 2 1 3 6:8 7
26 Lincoln Red Imps FC 2 1 3 7:15 7
27 Dynamo Kiev 2 0 4 9:9 6
28 Legia Warsaw 2 0 4 8:8 6
29 Slovan Bratislava 2 0 4 5:9 6
30 Breidablik 1 2 3 6:11 5
31 Shamrock Rovers 1 1 4 7:13 4
32 BK Hacken 0 3 3 5:8 3
33 Hamrun Spartans 1 0 5 4:11 3
34 Shelbourne 0 2 4 0:7 2
35 Aberdeen 0 2 4 3:14 2
36 Rapid Vienna 0 1 5 3:14 1

UEFA Conference League 25/26

P Team W D L Goals PO
1 Rayo Vallecano 3 0 0 8:2 9
2 Rakow Czestochowa 3 0 0 7:1 9
3 Mainz 3 0 0 5:1 9
4 AEK Athens 2 1 0 10:3 7
5 Zrinjski Mostar 2 1 0 8:2 7
6 Sparta Prague 2 1 0 7:1 7
7 Lech Poznan 2 1 0 7:2 7
8 AEK Larnaca 2 1 0 5:0 7
9 Lausanne Sports 2 1 0 5:1 7
10 HNK Rijeka 2 1 0 4:0 7
11 Strasbourg 2 1 0 6:3 7
12 NK Celje 2 1 0 5:2 7
13 Shkendija Tetovo 2 1 0 4:1 7
14 AZ 2 1 0 3:0 7
15 Lincoln Red Imps FC 2 1 0 5:3 7
16 Dynamo Kiev 2 0 1 8:2 6
17 Samsunspor 2 0 1 7:2 6
18 Fiorentina 2 0 1 4:2 6
19 FC Noah 2 0 1 4:3 6
19 Slovan Bratislava 2 0 1 4:3 6
21 Jagiellonia Bialystok 2 0 1 3:2 6
22 Breidablik 1 2 0 5:3 5
23 KuPS Kuopio 1 2 0 4:2 5
24 Crystal Palace 1 1 1 5:4 4
25 Shakhtar Donetsk 1 1 1 3:2 4
26 Sigma Olomouc 1 1 1 4:4 4
27 CS U Craiova 1 1 1 3:3 4
28 KF Drita 1 1 1 2:4 4
29 Legia Warsaw 1 0 2 4:3 3
30 Omonia Nicosia 1 0 2 2:2 3
31 Shamrock Rovers 1 0 2 4:5 3
32 Hamrun Spartans 1 0 2 3:4 3
33 BK Hacken 0 2 1 4:5 2
34 Aberdeen 0 1 2 3:5 1
35 Shelbourne 0 1 2 0:4 1
36 Rapid Vienna 0 0 3 0:5 0

UEFA Conference League 25/26

P Team W D L Goals PO
1 Shakhtar Donetsk 3 0 0 7:3 9
2 Strasbourg 3 0 0 5:2 9
3 Crystal Palace 2 0 1 6:2 6
4 Sparta Prague 2 0 1 3:2 6
5 AEK Athens 2 0 1 4:4 6
6 Omonia Nicosia 1 2 0 3:2 5
7 AEK Larnaca 1 2 0 2:1 5
7 Rakow Czestochowa 1 2 0 2:1 5
9 Rayo Vallecano 1 1 1 5:5 4
10 Mainz 1 1 1 2:2 4
11 Samsunspor 1 1 1 3:4 4
12 Lausanne Sports 1 1 1 1:2 4
13 KF Drita 1 1 1 2:4 4
14 Fiorentina 1 0 2 4:3 3
15 Jagiellonia Bialystok 0 3 0 2:2 3
16 Lech Poznan 1 0 2 5:6 3
17 Legia Warsaw 1 0 2 4:5 3
18 CS U Craiova 1 0 2 3:5 3
18 NK Celje 1 0 2 3:5 3
18 Sigma Olomouc 1 0 2 3:5 3
21 AZ 1 0 2 4:7 3
22 KuPS Kuopio 0 2 1 2:3 2
23 HNK Rijeka 0 2 1 1:2 2
24 FC Noah 0 2 1 2:4 2
25 BK Hacken 0 1 2 1:3 1
26 Shelbourne 0 1 2 0:3 1
27 Shamrock Rovers 0 1 2 3:8 1
28 Rapid Vienna 0 1 2 3:9 1
29 Aberdeen 0 1 2 0:9 1
30 Shkendija Tetovo 0 0 3 0:4 0
31 Slovan Bratislava 0 0 3 1:6 0
32 Dynamo Kiev 0 0 3 1:7 0
32 Hamrun Spartans 0 0 3 1:7 0
34 Breidablik 0 0 3 1:8 0
35 Zrinjski Mostar 0 0 3 0:8 0
36 Lincoln Red Imps FC 0 0 3 2:12 0
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Likelihood Statistics
Previous Matches
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Scoring and Conceding Statistics
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Live Match Statistics and Events
Pregame recommendation: **Bet:** Werder Bremen +0.5 Asian Handicap **Winning Probability:** 75% **Odds:** 1.875 **Reasoning:** Mainz has the worst home record in the league, losing all four of their home matches this season. Werder Bremen is in better overall form, sits much higher in the league table, and has won the last three head-to-head encounters against Mainz.

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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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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

  • Comeback & Winning Factor Analysis Unique

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

    Comeback Factor Underdog Stats Winning Factor

  • Football Betting Statistics & Odds

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

    Statistics Betting Odds Asian Handicap

  • Momentum Betting Tracker aka Pressure Index

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

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

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    Set personalized notifications for goals, corners, cards, and statistical thresholds across your favorite teams and 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:

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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 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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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:

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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.

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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:

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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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  • 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.