Tool · Talent evaluation
Player LPD calculator
The League Prestige Discount is the most consistent bias we measured in frontier AI models — Cohen's h = 1.18–1.41 across all four calibrated models, unanimous direction. Paste an AI assessment of a player below; we'll mark up the text where bias signatures appear and return an evidence-backed adjustment range.
- 1Paste assessment→
- 2Player details→
- 3Adjustment
Paste the AI assessment
Drop in the text generated by an AI scout, talent evaluator, or chatbot when asked about this player. We'll mark where the documented bias signatures appear.
This tool runs in Mode B (free, no model API calls) using only the published Cohen's h values from /research. It does not provide a market valuation. The adjustment range is evidence to inform negotiation, not a price.