Every forecast ships with the reasons behind it, in plain language.
A probability with no explanation is just a number to be trusted or ignored. ParallaxEdge is built around the opposite principle: every prediction is accompanied by the specific factors that drove it, each with a direction and a magnitude.
When the model says a team's win probability moved, we tell you why: a key injury, fixture congestion, a tactical mismatch, home advantage. The factors are ranked and stated in language anyone can follow.
Because the underlying model carries uncertainty and structured inputs rather than opaque weights, we can attribute changes in the output to changes in specific inputs. That attribution is what becomes the plain-English factor list on every Match Intelligence page.
The goal is not to make you trust the model blindly, but to give you enough of its reasoning that you can judge it for yourself.