Research Desk
Deep Research
Model diagnostics and comparative analytics for high-confidence decisions.
Research Workflow
Validate before making roster movesReview trust metadata and confidence context.
Validate with VORP + consistency and player comparison.
Convert findings into trade/waiver/start-sit actions.
Advanced Modules
Evidence Board
High-signal modules only. Each card shows trust metadata and a clear action path.
Efficiency and Volume Leaders
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Opportunity Momentum
What happened: opportunity deltas indicate role expansion or contraction.
Why it matters: volume shifts often precede fantasy point shifts.
What to do: react to sustained trend changes, not one-week spikes.
Market Inefficiencies
What happened: ADP and model rank diverge on current opportunities.
Why it matters: mismatch identifies potential buying windows.
What to do: pursue positive deltas backed by adequate data coverage. Delta = ADP position rank minus points-based rank (unvalidated heuristic).
Game Script + Injury Risk
What happened: team environment and injury volatility can swing expected outcomes quickly.
Why it matters: context can override season-average projection quality.
What to do: combine script and risk checks before final lineup decisions.
Comparative Validation
VORP Analysis
Value Over Replacement Player - Identify the most valuable fantasy assets
Top Players by VORP/G
Understanding VORP (Value Over Replacement Player):
- • VORP measures how much more valuable a player is compared to a replacement-level player at their position
- • Higher VORP values indicate more valuable players who provide significant advantages over alternatives
- • Replacement levels: QB12, RB24, WR36, TE12 (typical fantasy roster construction)
- • Floor/ceiling are P10/P90 from actual weekly scores — not fabricated estimates
Consistency Analysis
Evaluate player consistency and reliability for your fantasy lineup
Player Consistency Ratings
Understanding Consistency Metrics:
• Consistency Score (80%+)
Highly reliable weekly performers with low variance
• Moderate Consistency (60-79%)
Generally reliable with occasional volatility
• Low Consistency (<60%)
High variance, boom-or-bust players
Standard Deviation: Measures point spread around average
Ceiling: Expected high-end weekly performance
Floor: Expected low-end weekly performance
CV (Coefficient of Variation): Normalized volatility measure
Player Comparison
Compare players head-to-head with advanced statistical analysis
Select Players to Compare
Compare Any Two Players
Search and select two players to see detailed head-to-head analysis, statistical comparisons, and fantasy recommendations.