Structured intelligence briefs, independent valuations, and automated detection signals.
Each brief delivers an assessment grade, independent valuation, deployment analysis, and active detection signals. Here is what one looks like.
Isak has never been graded below High Quality (SW-3) across seven assessed seasons, spanning the Bundesliga, Eredivisie, La Liga, and the Premier League. The current SW-2 at Liverpool comes with the trajectory assessed as stable — but with a material availability concern.
The frameworks behind these intelligence products are published, peer-engaged, and independently verifiable. Read the research before you engage.
Every grade is a composite of four computed dimensions — statistical, market, pattern, and framework — each position-aware and confidence-banded. The scale runs from SW-1 (Elite) to SW-6 (Below Standard), applied consistently across 20+ leagues. Each grade carries a confidence band and a trajectory indicating the direction of the player's performance. Read the full methodology →
STATSWING runs 20+ automated detection routines daily across the leagues it covers, surfacing three categories of signal: