Reproducible inputs
Stable IDs help join match results across collection runs.
Build research pipelines on versioned fixtures and results; odds are not yet available. Stable IDs and a cache-first architecture keep your application insulated from the upstream provider.
Use scheduled fixtures and completed scores as reproducible inputs for research, feature engineering, and evaluation pipelines.
The beta does not sell odds, expected goals, lineups, or betting signals. Those capabilities remain unavailable until backed by a feed with explicit commercial redistribution rights.
Stable IDs help join match results across collection runs.
No implied betting edge, prediction claim, or undocumented odds field.
Date filters support incremental server-side research collection.