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Sweden Superettan

[5] Osters IF 4
1 Trelleborgs FF [7]

Round: 23
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Lineups

Lineup

13 - Robin Wallinder Othmane Salama - 29
8 - Kevin Hoog Jansson Filip Bohman - 17
19 - Carl Adam Bengmark Wiberg Samuel Asoma - 14
7 - David Seger Eren Alievski - 21
10 - Albin Morfelt Pierre Larsen - 7
18 - Daniel Ljung Mattias Andersson - 4
5 - Mattis Adolfsson Hady Saleh Karim - 10
33 - Tatu Valdemar Varmanen Tim Fredrik Mikael Martinsson - 22
20 - Alibek Aliev Aliyevich Charlie Weberg - 3
15 - Ivan Kricak Felix Horberg - 20
21 - Lukas Bergquist Andreas Beck Larsen - 1

Substitutes

4 - Sebastian Hedlund Melker Ellborg - 33
32 - Carl Lundahl Persson Armin Culum - 11
25 - Jan Martin Hoel Andersen Fritiof Bjorken - 2
9 - Niklas Soderberg Abel Ogwuche - 5
16 - Raymond Adjei Emmanuel Godwin - 15
23 - Vladimir Rodic Markus Bjorkqvist - 34
24 - Theodor Johansson Viktor Christiansson - 24
  • 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     
10-06-2026 13:30 1 Trelleborgs FF 1 - 2 Osters IF
0%
-
-
-
?-?
14-10
?-?
5-0
Open single page
30-06-2024 13:00 [8] Trelleborgs FF 1 - 4 Osters IF [4] 1
S: - 3.10 ?
K: ?3.80 -
 22%
?
1.875
-
?
?
1.875, 1.925
?-?

11-20

?-?

2-7

Open single page
20-08-2023 13:00 1 [9] Trelleborgs FF 1 - 3 Osters IF [4] 3
S: - 3.50 ?
K: ?4.75 -
 30%
?
1.875
-
?
?
1.875, 1.925
?-?
11-10
?-?
5-5
Open single page
30-06-2023 15:00 Trelleborgs FF 2 - 1 Osters IF 2
0%
-
-
-
?-?
0-0
?-?
4-2
Open single page
10-04-2023 13:00 2 [6] Osters IF 5 - 2 Trelleborgs FF [14] 2
S: - 3.50 ?
K: ?3.60 -
 4%
?
1.825
-
?
?
1.975, 1.825
?-?

2-7

?-?

3-3

Open single page
Osters IF Trelleborgs FF
Substitution 89 - Substitution - Osters IF
Substitution 83 - Substitution - Osters IF
Substitution 79 - Substitution - Trelleborgs FF
Substitution 79 - Substitution - Trelleborgs FF
Substitution 79 - Substitution - Trelleborgs FF
Goal 80 - 5th Goal - Osters IF
Corner 75 - 13th Corner - Osters IF
Substitution 69 - Substitution - Osters IF
Substitution 69 - Substitution - Osters IF
Corner 73 - 12th Corner - Osters IF
Corner 72 - 11th Corner - Osters IF
Corner 71 - 10th Corner - Osters IF
Substitution 59 - Substitution - Trelleborgs FF
61 - 2nd Yellow Card - Trelleborgs FF
Corner 59 - 9th Corner - Osters IF
Goal 54 - 4th Goal - Osters IF
Substitution 46 - Substitution - Osters IF
Corner 49 - 8th Corner - Osters IF
Corner 49 - 7th Corner - Osters IF
Substitution 36 - Substitution - Trelleborgs FF
44 - 1st Yellow Card - Trelleborgs FF
Corner 40 - 6th Corner - Trelleborgs FF
Corner 40 - 5th Corner - Trelleborgs FF
Corner 39 - 4th Corner - Trelleborgs FF
Goal 30 - 3rd Goal - Osters IF
Goal 22 - 2nd Goal - Trelleborgs FF
Goal 14 - 1st Goal - Osters IF
Corner 14 - 3rd Corner - Osters IF
Corner 12 - 2nd Corner - Osters IF
Corner 6 - 1st Corner - Trelleborgs FF
  • Current
  • 1st Half
  • 2nd Half
  • Last 5
  • Last 10
  • Last 15
  • Last 20
  • Last 25
  • Since Last Goal
Full-Time Corners Penalties Substitutions Goals
Osters IF 9 0 0 0 5 4
Trelleborgs FF 4 2 0 0 5 1
57%
Possession
43%
8
Shots on Target
9
10
Shots off Target
7
76
Attacks
71
?
Dangerous Attacks
?
18:38 - 1x2: 1.006 29.000 101.000
18:51 - Asian Handicap: (0) 1.475, 2.700
18:52 - Goal Line: (5.5) 6.400, 1.120
Last 15 minutes Corners Penalties Substitutions Goals
Osters IF 0 0 0 0 2 1
Trelleborgs FF 0 0 0 0 3 0
-
Possession
-
2
Shots on Target
0
0
Shots off Target
2
14
Attacks
16
?
Dangerous Attacks
?
1st Half Corners Penalties Substitutions Goals
Osters IF 2 0 0 0 1 2
Trelleborgs FF 4 1 0 0 1 1
-
Possession
-
3
Shots on Target
7
4
Shots off Target
4
40
Attacks
41
?
Dangerous Attacks
?
2nd half Corners Penalties Substitutions Goals
Osters IF 7 0 0 0 4 2
Trelleborgs FF 0 1 0 0 0 0
-
Possession
-
5
Shots on Target
2
6
Shots off Target
3
36
Attacks
30
?
Dangerous Attacks
?
Last 5 minutes Corners Penalties Substitutions Goals
Osters IF 0 0 0 0 1 0
Trelleborgs FF 0 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
2
10
Attacks
9
?
Dangerous Attacks
?
Last 10 minutes Corners Penalties Substitutions Goals
Osters IF 0 0 0 0 2 0
Trelleborgs FF 0 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
2
11
Attacks
14
?
Dangerous Attacks
?
Last 15 minutes Corners Penalties Substitutions Goals
Osters IF 0 0 0 0 1 1
Trelleborgs FF 0 0 0 0 3 0
-
Possession
-
2
Shots on Target
0
0
Shots off Target
2
14
Attacks
16
?
Dangerous Attacks
?
Last 20 minutes Corners Penalties Substitutions Goals
Osters IF 4 0 0 0 2 1
Trelleborgs FF 0 0 0 0 3 0
-
Possession
-
3
Shots on Target
0
1
Shots off Target
2
18
Attacks
17
?
Dangerous Attacks
?
Last 25 minutes Corners Penalties Substitutions Goals
Osters IF 4 0 0 0 4 1
Trelleborgs FF 0 0 0 0 0 0
-
Possession
-
3
Shots on Target
0
1
Shots off Target
3
21
Attacks
18
?
Dangerous Attacks
?
Since Last Goal Corners Penalties Substitutions Goals
Osters IF 0 0 0 0 2 0
Trelleborgs FF 0 0 0 0 0 0
-
Possession
-
0
Shots on Target
0
0
Shots off Target
2
11
Attacks
14
?
Dangerous Attacks
?
18:38 - 1x2: 1.006 29.000 101.000
18:51 - Asian Handicap: (0) 1.475, 2.700
18:52 - Goal Line: (5.5) 6.400, 1.120

1X2 Odds

Dangerous Attacks

Shots on Target

Shots off Target

Possession

Attacks

Statistics based on last games

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Sweden 1.div Södra

  • Overall
  • Home
  • Away

Ettan 2026, Sodra

P Team W D L Goals PO
1 Trelleborgs FF 10 6 0 37:15 36
2 Atvidabergs FF 8 5 3 32:21 29
3 Ariana FC Malmo 8 4 4 31:20 28
4 Lunds BK 7 7 2 29:19 28
5 Hässleholms IF 8 3 5 31:22 27
6 FC Rosengård 1917 7 5 4 27:21 26
7 BK Olympic 7 1 7 25:25 22
8 Tvååkers IF 6 4 6 20:23 22
9 Eskilsminne IF 6 3 7 25:28 21
10 Jonkopings Sodra 5 3 7 22:19 18
11 Angelholm 3 8 5 24:25 17
12 Kristianstad FC 4 5 7 17:24 17
13 Skövde AIK 3 8 5 13:24 17
14 Laholms FK 5 1 10 22:30 16
15 FC Trollhättan 3 7 6 19:27 16
16 Utsiktens BK 1 2 13 12:43 5

Ettan 2026, Norra

P Team W D L Goals PO
1 Hammarby TFF 11 3 2 44:13 36
2 IF Karlstad Fotboll 11 3 2 28:11 36
3 FC Stockholm Internazionale 9 3 4 32:16 30
4 FC Arlanda 8 5 2 24:15 29
5 Enkopings SK 9 1 6 27:26 28
6 AFC Eskilstuna 7 4 5 27:25 25
7 FBK Karlstad 7 4 5 24:23 25
8 Karlbergs BK 6 3 7 26:25 21
9 Vasalunds IF 5 4 7 23:31 19
10 Assyriska Föreningen 4 5 6 24:29 17
11 Gefle IF 5 2 9 19:34 17
12 Umeå FC 4 4 8 21:28 16
13 FC Järfälla 4 3 9 22:35 15
14 Sollentuna United FF 2 8 5 13:20 14
15 IFK Stocksund 2 5 9 33:38 11
16 Piteå IF 2 3 10 16:34 9

Ettan 2026, Sodra

P Team W D L Goals PO
1 Atvidabergs FF 5 2 1 19:9 17
2 Jonkopings Sodra 5 1 1 15:4 16
3 Trelleborgs FF 4 4 0 19:10 16
4 Lunds BK 5 0 1 15:7 15
5 BK Olympic 5 0 3 17:13 15
6 Eskilsminne IF 4 3 2 15:14 15
7 Ariana FC Malmo 4 2 3 15:13 14
8 Tvååkers IF 4 2 3 13:12 14
9 Hässleholms IF 4 1 3 15:9 13
10 Skövde AIK 2 5 1 6:8 11
11 FC Rosengård 1917 3 1 3 12:11 10
12 Kristianstad FC 2 3 3 8:10 9
13 Angelholm 1 5 2 11:14 8
14 Laholms FK 2 1 4 10:15 7
15 FC Trollhättan 0 5 4 10:16 5
16 Utsiktens BK 0 1 7 4:17 1

Ettan 2026, Norra

P Team W D L Goals PO
1 IF Karlstad Fotboll 6 1 1 14:5 19
2 Enkopings SK 6 1 2 15:15 19
3 FC Stockholm Internazionale 5 1 2 15:7 16
4 FC Arlanda 4 3 1 10:6 15
5 Vasalunds IF 4 1 3 12:12 13
6 Hammarby TFF 3 3 2 18:10 12
7 AFC Eskilstuna 3 2 3 6:10 11
8 FBK Karlstad 3 2 3 8:14 11
9 Gefle IF 3 1 3 9:13 10
10 Assyriska Föreningen 2 2 3 17:19 8
11 Karlbergs BK 2 2 3 9:12 8
12 Umeå FC 2 2 4 10:14 8
13 IFK Stocksund 1 4 4 22:27 7
14 FC Järfälla 2 0 6 9:21 6
15 Sollentuna United FF 0 3 4 4:12 3
16 Piteå IF 0 2 6 7:21 2

Ettan 2026, Sodra

P Team W D L Goals PO
1 Trelleborgs FF 6 2 0 18:5 20
2 FC Rosengård 1917 4 4 1 15:10 16
3 Ariana FC Malmo 4 2 1 16:7 14
4 Hässleholms IF 4 2 2 16:13 14
5 Lunds BK 2 7 1 14:12 13
6 Atvidabergs FF 3 3 2 13:12 12
7 FC Trollhättan 3 2 2 9:11 11
8 Angelholm 2 3 3 13:11 9
9 Laholms FK 3 0 6 12:15 9
10 Tvååkers IF 2 2 3 7:11 8
11 Kristianstad FC 2 2 4 9:14 8
12 BK Olympic 2 1 4 8:12 7
13 Eskilsminne IF 2 0 5 10:14 6
14 Skövde AIK 1 3 4 7:16 6
15 Utsiktens BK 1 1 6 8:26 4
16 Jonkopings Sodra 0 2 6 7:15 2

Ettan 2026, Norra

P Team W D L Goals PO
1 Hammarby TFF 8 0 0 26:3 24
2 IF Karlstad Fotboll 5 2 1 14:6 17
3 FC Stockholm Internazionale 4 2 2 17:9 14
4 FBK Karlstad 4 2 2 16:9 14
5 AFC Eskilstuna 4 2 2 21:15 14
6 FC Arlanda 4 2 1 14:9 14
7 Karlbergs BK 4 1 4 17:13 13
8 Sollentuna United FF 2 5 1 9:8 11
9 Enkopings SK 3 0 4 12:11 9
10 FC Järfälla 2 3 3 13:14 9
11 Assyriska Föreningen 2 3 3 7:10 9
12 Umeå FC 2 2 4 11:14 8
13 Piteå IF 2 1 4 9:13 7
14 Gefle IF 2 1 6 10:21 7
15 Vasalunds IF 1 3 4 11:19 6
16 IFK Stocksund 1 1 5 11:11 4

Sweden Superettan

  • Overall
  • Home
  • Away

Superettan 2026

P Team W D L Goals PO
1 IFK Norrkoping 12 2 4 32:10 38
2 Varbergs BoIS FC 10 3 5 34:24 33
3 Falkenbergs FF 9 5 4 34:27 32
4 Ostersunds FK 9 5 4 28:21 32
5 Sandvikens IF 8 4 6 33:23 28
6 Landskrona BoIS 8 4 6 24:19 28
7 Nordic United FC 7 7 4 29:26 28
8 Osters IF 8 2 8 27:27 26
9 IK Oddevold 6 7 5 29:26 25
10 Helsingborg 7 3 8 31:36 24
11 Norrby IF 4 10 4 24:24 22
12 IK Brage 5 6 8 33:36 21
13 Ljungskile 5 5 8 23:26 20
14 IFK Varnamo 5 2 11 22:36 17
15 Orebro SK 3 7 9 18:31 16
16 GIF Sundsvall 3 0 15 13:42 9

Superettan 2026

P Team W D L Goals PO
1 Ostersunds FK 6 2 1 15:10 20
2 IFK Norrkoping 6 1 2 20:5 19
3 Varbergs BoIS FC 6 1 3 17:11 19
4 Osters IF 6 1 3 15:11 19
5 Nordic United FC 5 3 1 19:14 18
6 Sandvikens IF 5 2 2 21:12 17
7 Falkenbergs FF 4 3 2 12:11 15
8 Helsingborg 4 2 4 18:17 14
9 Norrby IF 3 4 2 15:13 13
10 Landskrona BoIS 3 3 2 10:8 12
11 IK Brage 2 4 3 21:21 10
12 IK Oddevold 2 4 3 12:12 10
13 Ljungskile 3 1 5 10:14 10
14 Orebro SK 2 3 4 7:12 9
15 IFK Varnamo 2 2 4 10:10 8
16 GIF Sundsvall 2 0 7 9:22 6

Superettan 2026

P Team W D L Goals PO
1 IFK Norrkoping 6 1 2 12:5 19
2 Falkenbergs FF 5 2 2 22:16 17
3 Landskrona BoIS 5 1 4 14:11 16
4 IK Oddevold 4 3 2 17:14 15
5 Varbergs BoIS FC 4 2 2 17:13 14
6 Ostersunds FK 3 3 3 13:11 12
7 Sandvikens IF 3 2 4 12:11 11
8 IK Brage 3 2 5 12:15 11
9 Ljungskile 2 4 3 13:12 10
10 Nordic United FC 2 4 3 10:12 10
11 Helsingborg 3 1 4 13:19 10
12 Norrby IF 1 6 2 9:11 9
13 IFK Varnamo 3 0 7 12:26 9
14 Osters IF 2 1 5 12:16 7
15 Orebro SK 1 4 5 11:19 7
16 GIF Sundsvall 1 0 8 4:20 3
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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
  • 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
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All Gold-Baller subscriptions include:

  • Live scores and in-play statistics for all major leagues
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  • AI Assistant for schedule and live match analysis
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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.