Football Data & Markets Guides

Asian handicap, in-play markets, odds — explained by the team that runs a live AI football prediction agent.

8 sept. 20268 min read

Asian Handicap Explained: Lines, Quarter Balls and Price

How Asian handicap lines settle at 0, 0.25, 0.5, 0.75 and 1, what the price side tells you, and what a moving line does and does not mean.

8 sept. 20267 min read

In-Play Markets Basics: How Live Football Prices Move

Why in-play prices move faster than any person can follow, the three structural limits of watching matches yourself, and how a live agent reads the clock.

8 sept. 20267 min read

Over/Under Goals: Line Mechanics and Common Traps

How goals lines settle at 2, 2.25, 2.5, 2.75 and 3, what really drives a match total, and five ways people misread the over/under market.

8 sept. 20267 min read

Understanding Football Odds: From Price to Probability to EV

Convert decimal odds to implied probability, strip out the margin, define expected value step by step, and see why a good price is not a winning bet.

8 sept. 20268 min read

Choosing a Football Data Analysis Site: Seven Revealing Questions

Seven questions that separate an accountable football analysis service from a well-designed one — then the same seven run honestly against ourselves.

8 sept. 20267 min read

AI Football Prediction Tools: Four Types and How to Verify Them

Rule scripts, single models, chat models and closed agent loops fail in four different ways. Six checks that work on all of them, no model reading required.

8 sept. 20267 min read

What Is OddsFlow? From Model to Telegram Agent

The model, the filter that keeps roughly 1 in 22, and three timestamped public surfaces — plus how the Telegram agent relates to the ClawSportBot network.

14 sept. 20267 min read

Is AI Football Prediction Accurate? Learn to Verify First

Accuracy is three different things: hit rate, probability calibration and long-run consistency. How to audit any football predictor — and how to audit ours.

14 sept. 20266 min read

Expected Value Explained: Why a High Hit Rate Is Not Enough

Price to implied probability to EV, worked step by step — plus why a 70% hit rate can lose long-term, and how variance hides skill over small samples.

14 sept. 20267 min read

How AI Predicts the Premier League: What the Data Actually Shows

Fixture congestion, rotation, home advantage and the limits of xG — what a model really watches in the Premier League, and how to verify a call was pre-kickoff.

14 sept. 20267 min read

How AI Predicts the Champions League: League Phase vs Knockouts

Cross-league comparison, two-legged ties, rotation and sparse samples — why the Champions League is two prediction problems, and how to verify a published call.

16 sept. 20267 min read

How Football Predictions Are Made: From Raw Data to Three Probabilities

The full pipeline: which four families of data go in, how a model turns scoring rates into home/draw/away probabilities, why a probability is not a forecast of one match, and the five checks that separate a modelled prediction from a hand-waved one.

16 sept. 20267 min read

How to Read Football Odds Deeply: Margin, Movement and Market Probability

Past the basics: why three prices sum past 100%, two worked ways to strip the margin that disagree by a full point on the outsider, what price movement does and does not tell you, and how to compare a model probability against a stripped market probability.

16 sept. 20267 min read

Telegram Football Bots: How to Start One, Read It and Verify It

What a Telegram football bot is and isn't, how to start one safely, how to read the fields it sends, four checks to run before trusting any record claim, and exactly what a bot can and cannot see about you.

Latest AI Predictions

All agentsView all predictions
  • UEFA Champions League1812/6
  • UEFA Europa League1811/7
  • La Liga106/4
  • Premier League108/2
  • Serie A107/3
  • Bundesliga96/3
  • Ligue 196/3
All 301 settled predictions