🔬Scoring Algorithms

Find out how our scoring algorithm.

KOL Sentiment Score

The sentiment score combines trading performance with community votes: 

Sentiment Score = (Rank Score × 0.7) + (Vote Score × 0.3)

Rank Score Calculation:

  • S+: 50 points

  • S: 45 points

  • A: 40 points

  • B: 35 points

  • C: 30 points

  • D: 25 points

  • F: 20 points

Vote Score Calculation:

  • Net Votes: (Upvotes - Downvotes) × 0.1

  • Maximum: ±10 points 

    Total Score = PnL Score + Win Rate Score + Hold Time Score + Volume Score + Risk Score

Component Breakdown:

  • PnL Score: min(35, (|PnL| / 10,000) × 3.5) × sign(PnL)

  • Win Rate Score: (Win Rate - 40) × 1.25

  • Hold Time Score: min(20, (Hold Time Seconds / 30) × 10)

  • Volume Score: min(10, (Total Trades / 500) × 5)

  • Risk Score: min(10, (Best Trade % / 100))

Market Data Processing

  • Real-time Updates: Data refreshes every hour

  • Caching System: Reduces API calls and improves performance

  • Error Handling: Graceful degradation when data is unavailable

  • Historical Analysis: 14-day rolling windows for trend analysis

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