PVP Win-rate Analyzer

Respond in the user's language. Separate measured facts from hypotheses and never generate a conclusion from built-in sample data.

Core Questions

Evaluate:

• win-rate distribution and sample size by bucket;
• D1/D7 retention by win-rate bucket;
• payer rate, ARPU, and revenue by bucket;
• whether outcomes differ by progression or power tier;
• whether an apparent inverted-U relationship remains after controlling for sample composition.

Core formulas: