Knowledge before income.
An informed client is a durable client. Learn the terrain first — then deploy the data.
History of Sports Betting
From horse-racing England to a trillion-dollar global industry: how markets formed, how bookmakers industrialised margin, and where the modern edge lives.
Terminology
Game, Country, League, Sub-League, Home/Away, Standings, Odds, Expected Win, Full Time, Half Time, Bookmaker, Bettor, Tipster.
Why 1X2 & Double Chance
1X2 is the #1 betting market globally; Double Chance sits top-5. Universality plus structure equals our niche edge.
FT vs Extra Time
Bookmakers settle 1X2/DC at 90 minutes plus injury time. Extra time and penalties are excluded — which is why knockout fixtures never enter our datasets.
How Money Flows
Overround, vig, and why roughly 95% of bettors lose long-term; how winning positions actually get paid; why we sell data, not tips.
Other Markets, Explained
Over/Under, BTTS, HT/FT, Correct Score, Corners, Cards — understand the full landscape before choosing your instrument.
ESF/EFF Methodology
The Hybrid Intelligence stack: exclusion filters, standings logic, H2H depth, SB rank (a confidence flag, never a guarantee).
Using Our JSON
Ingestion patterns for Python/JS, schema continuity, GMT+3 source times vs local display, the gender field, and integrity hashes.
Terminology (Module 2 core)
| Term | Meaning |
|---|---|
| Game | Individual match fixture — our unit of analysis |
| Country | Nation where the fixture applies |
| League | Top-level competition |
| Sub-League | Lower defining level (reserves, women’s division, cup round) |
| Home / Away | Venue designation — home advantage quantified in our model |
| Standings | P / W / D / L / GF:GA / points — backbone of structural context |
| Odds | Bookmaker-implied probability plus margin |
| Expected Win list | Matches the crowd heavily favours — ESF flags structure and risk |
| Full Time (FT) | 90 min + injury time — our only valid settlement |
| Half Time (HT) | 45-min state — context only, never a market we serve |
| Bookmaker | Counterparty offering odds; their margin is your cost of liquidity |
| Bettor | Individual executing positions |
| Tipster | Selection provider; our natural partner channel |
Mindset infrastructure lives on the Mission page.