Understanding Crypto Trader Rankings

Arena aggregates trader performance data from live CEX, DEX, and on-chain source boards into a unified leaderboard.

Data Collection

Every few hours, our pipeline collects the latest available public API, webpage, protocol, or on-chain data for each source. This includes:

• ROI (Return on Investment) across multiple timeframes
• PnL (Profit and Loss) in USD
• Win rate, max drawdown, and other risk metrics when available

Normalization

Different exchanges report data differently. Some give ROI as a decimal (0.25), others as a percentage (25%). Arena normalizes all data into consistent units before scoring.

Ranking Methodology

1. Collect: Store raw data and source/window evidence

2. Normalize: Convert to standard units (ROI in %, PnL in USD)

3. Gate: Reject incomplete or methodology-incompatible metrics

4. Score: Calculate Arena Score for each trader in the selected timeframe

5. Rank: Sort the selected timeframe, grouping ties

Period Switching

You can view rankings for different periods:

• 7 Days: Recent hot performers
• 30 Days: Medium-term consistency
• 90 Days: Longer track record (default view)