Matchup concept
A future production model would combine play value, pace, continuity, context, and uncertainty; no such trained model or validation artifact ships here.
Inspect source policy →MODEL GOVERNANCE
Understand the number before you trust it.
Every consequential estimate carries a model version, as-of time, source state, confidence, and accessible explanation.
Roster moves
Transaction boards list verified roster moves with dates, positions, and source confidence. Destinations are never inferred and impact scores are not modeled.
Inspect source policy →Playoff simulation
The implemented seeded Monte Carlo uses the 138-team field, bounded runs, validated ±6 forced-game adjustments, explicit precision, and an approximate committee order. It is not a season results engine.
Inspect source policy →Coaching concept
Contract terms come from the 2026 head-coach contract compilation (dual-sourced where possible; private-school gaps stay null). Hot-seat context is not published and is never treated as a firing probability; buyout math runs only on user-supplied guarantee inputs.
Inspect source policy →DFS concept
Floor, median, ceiling, volume, and availability projections would power the gated interface; none ship in this release. No trained projection model or backtest ships in this preview.
Inspect source policy →