Darkhorse

Draft Smarter.
Win More.

ML-powered rankings  ·  situational comps  ·  live mock drafts

300+
Players Ranked
4
Positions Modeled
5yr
Historical Comps
KNN
Similarity Engine
XGB
Prediction Model
■ Rankings
ML Rankings
XGBoost + Ridge model projections for all skill positions in PPR, Half PPR, and Standard formats.
■ Similarity
Player Comps
KNN engine maps each player's 2026 entering situation to the closest historical profiles and projects their trajectory.
■ Draft
Mock Draft
Simulate your draft with real ADP data and model-backed rankings to sharpen your strategy.