Methodology
AGI.ML is not a black box that spits out a pick. It is a pipeline that turns raw sports data into a transparent consensus — and shows you the reasoning, the factors, and the risks behind every call.
We pull odds, line movement, team and player statistics, injuries, weather, and news from multiple data providers into a single normalized feed.
Several independent models — statistical, market-based, trend, and matchup-specific — each produce a probability and a recommended selection.
Model outputs are combined into a single consensus with a confidence score. We compare our probability to the market's implied odds to estimate edge.
Every released selection is logged at its publish-time price and graded against official results and closing lines to track real performance.
AGI.ML reads from a swappable adapter layer. Odds and scores flow in from The Rundown, and any approved stats, news, or external AI provider can be connected without changing the product.
Understanding the methodology does not remove risk. Models can be wrong, data can be stale, and no consensus guarantees an outcome. AGI.ML is for informational and entertainment purposes only.