Projections
Baseline player expectations provide the starting point for lineup, waiver, and trade analysis.
Building your winning lineupAnalyzing matchups, projections, and roster fit
LineupLab combines projections, league settings, roster constraints, matchup context, injuries, byes, positional scarcity, waiver cost, trade opportunity cost, and confidence scoring into practical weekly recommendations.
The goal is not to pretend fantasy football is certain. The goal is to make every recommendation traceable to the context that matters.
Baseline player expectations provide the starting point for lineup, waiver, and trade analysis.
Scoring format, roster slots, flex eligibility, league size, and platform settings change the value of each move.
Starters, bench depth, byes, injuries, and position scarcity determine whether a recommendation actually helps your team.
Opponent strength, expected game environment, weekly need, and win probability affect risk tolerance.
Waiver pickups and trades are evaluated against the player, roster slot, or future flexibility you give up.
Recommendations should communicate whether the edge is strong, moderate, or a close call.
A probabilistic model can improve decision quality while still being wrong on individual outcomes.
Football outcomes depend on injuries, coaching decisions, weather, game script, touchdowns, and uncertainty that no product can fully know ahead of time. LineupLab should be treated as decision support: a structured way to compare options and understand the tradeoffs.
The recommendation layer keeps raw projection, market price, roster fit, and uncertainty distinct so a manager can see which signal is driving the answer.
Open-data inputs stay attributable and separate from connected league-provider data.
Historical schedules, rosters, and player statistics are derived from nflverse data, licensed under CC BY 4.0. Cross-provider player identifiers are derived from the DynastyProcess data repository, licensed under GPL-3.0. LineupLab does not treat a free trial or non-commercial API allowance as production permission.
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