Published material links to the documents or research used, with the time we accessed them.
FORM/PRICE library · 12 reviewed guidesRead the price.
Read the price.
Not the hype.
Practical football forecasting, market literacy and transparent performance—written to make every probability easier to challenge.
01 · Football market literacy
Build a better decision process
Every guide carries named sources, a reviewed timestamp, evidence boundary and permanent correction trail.
Foundation · 6 min01
Reviewed guide
Probability is not a promise
What a 60% forecast means, why one match proves almost nothing, and how to judge a model across repeated decisions.
Read the guide →Price · 5 min02
Reviewed guide
Fair odds and implied probability
Translate decimal odds into a probability, then separate a market quote from the price your own estimate would consider fair.
Read the guide →Market mechanics · 6 min03
Reviewed guide
Removing bookmaker margin
Why quoted probabilities add to more than 100%, how a simple no-vig estimate works, and where that shortcut can mislead.
Read the guide →Decision quality · 7 min04
Reviewed guide
Expected value and the minimum price
A forecast becomes a priced decision only after probability, obtainable odds and uncertainty are considered together.
Read the guide →Model validation · 7 min05
Reviewed guide
Calibration and the Brier score
Two practical tools for checking whether published probabilities deserve trust—without turning one metric into a trophy.
Read the guide →Evidence · 6 min06
Reviewed guide
Closing line value, properly qualified
Why the closing price is a useful benchmark, why source consistency matters, and why CLV is not the same as profit.
Read the guide →Risk literacy · 7 min07
Reviewed guide
Drawdown, variance and sample size
Why a profitable process can lose for long stretches—and why short winning streaks are weak evidence.
Read the guide →Market radar · 5 min08
Reviewed guide
Price movement is context, not value
A falling price can reflect information, liquidity, correction or noise. Movement alone never answers whether the new price is attractive.
Read the guide →Football totals · 7 min09
Reviewed guide
Over/Under 2.5 goals, explained properly
What the market measures, how it settles, and why predicting goals is different from deciding whether the current price is fair.
Read the guide →Model mechanics · 8 min10
Reviewed guide
A Poisson football goals model—from score rates to totals
How a classical football model converts expected home and away goals into score probabilities, and why the baseline still needs calibration and market comparison.
Read the guide →Model validation · 9 min11
Reviewed guide
How to validate a football prediction model
A practical audit sequence for leakage, calibration, benchmark skill, price coverage and prospective evidence—before ROI is allowed to tell the story.
Read the guide →Performance literacy · 7 min12
Reviewed guide
ROI, yield and hit rate are not the same result
Three familiar numbers can describe very different systems. Here is how price, sample size and a complete ledger change their meaning.
Read the guide →02 · Editorial standard
Trust is a product feature
The content system fails closed: drafts and unreviewed stories cannot appear on a public client.
Material corrections remain attached to the article instead of disappearing into a silent rewrite.
Editorial context never enters the verified pick ledger or creates a performance claim.