Receipts,
with boundaries.
This site is generated only from the reviewed public-data layer. Authentication material, account identifiers, private messages, payment data, and raw source pages are outside the build boundary.
What the archive can prove
Complete means all nine finished seasons. Partial means exactly that—never implied completeness.
Standings
Regular and final standings for all nine completed seasons.
Drafts
Every pick from 2017 through 2025.
Schedules
Weekly scores and matchup results for completed seasons.
Playoffs
Championship and consolation bracket evidence.
Weekly rosters
1,490 complete team-week snapshots with 26,029 lineup-slot rows. 78 empty slots are counted in coverage but are not converted into player histories.
Transactions
Normalized transaction analytics cover every completed season.
How to read the archive
Members are not team names
Member careers, season entries, and historical team names are kept separate. Two teams can share a display name without becoming the same identity.
Complete snapshots, evidence-only players
Complete team-week snapshots; empty lineup slots are counted but are not player histories.
Public-safe IDs only
The generated pages use synthetic public member and player routes. Source account and platform identifiers never enter the site bundle.
2026-07-13T21:25:16-04:00
Dataset 2026-07-13-v1 · Public privacy scan: automated-source-id-scan-passed.
How the lab reaches a verdict
Every leaderboard keeps its population, denominator, scope, and hindsight limits visible.
Schedule luck
Actual regular-season wins minus expected wins from weekly all-play results against every other team. Positive means the real schedule produced more wins than the scoring profile.
All-play win rate
For each regular-season week, a team receives one win per league score it beats and half a win per tie, divided by all available weekly opponents.
Lineup capture rate
Regular-season starter points divided by the hindsight-optimal legal lineup from that recorded active roster, using the exact 2QB and season-specific flex rules. Reserve-list players are excluded.
Lineup regret
Hindsight-optimal points minus actual starter points. A historical roster snapshot cannot prove every alternative was switchable before kickoff, so this measures captured scoring ceiling—not decision quality or causation.
Scoring volatility
Population standard deviation of regular-season weekly points. Lower values mean steadier scores; higher values mean wider week-to-week swings.
Ownership evidence
Team-weeks, starts, points, and continuous spells come from normalized weekly rosters. Empty lineup slots are coverage evidence, never invented player records.
Transaction classes
Lineup log entries are separated from roster-market action groups. Adds, drops, trades, commissioner actions, and veto activity retain their observed transaction-log meanings without double-counting multi-leg moves.
Ranking thresholds
Career lineup and volatility awards require at least 50 evaluated team-weeks. Shorter careers remain visible but are not forced into misleading qualified ranks.