Model Card (Public, Non-Proprietary)
What this is
A high-level description of OddsFlow AI’s signal generation system for auditability.
Intended use
- Education + research-grade transparency
- Public verification of timestamps, markets, and outcomes where available
Not intended use
- Not a promise of profit
- Not betting tips
- Not financial advice
Inputs (high-level)
- Match event streams (time-series context)
- Odds snapshots (time-series)
- League/fixture metadata
Outputs (high-level)
- Market: 1X2 / AH / OU
- Selection + line (if applicable)
- Timestamped signal log entry
- Version tags (model + schema)
Evaluation (public principles)
We prefer:
- Transparent sample definitions
- Out-of-sample separation where possible
- Robustness signals (e.g., CLV tracking) when published
Known limitations
- Football is noisy; models can be wrong
- Data delays/missingness can degrade confidence
- Market efficiency varies across leagues/periods
Versioning
- Every log entry includes a model version + schema version
- Changelog maintained in
/changelog/CHANGELOG.md