Leiden-Based Coordination Analyzer

Detects coordinated trading patterns across wallets

Spots pump groups — wallets that trade together across multiple tokens.

How It Works

We build a graph of wallets that traded the same tokens within a time window, then run Leiden community detection to find clusters.

Thresholds

Parameter
Value

Time window

8 minutes

Min group size

3 wallets

Min shared tokens

3

Score threshold

60

If a group of 3+ wallets traded 3+ tokens together within 8 minutes, and the coordination score exceeds 60, they're flagged.

What Gets Caught

  • Pump groups — wallets buying together to inflate price

  • Coordinated dumps — wallets selling in sync

  • Bot networks — automated trading across multiple addresses

  • Wash trading — fake volume between related wallets

Technical Details

  • Uses Leiden algorithm (replaced Louvain) for better community detection

  • Chain-specific weight scaling for Solana vs EVM

  • Runs in parallel with other Aegis checks

  • Checks both recent trades and historical holder patterns

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