Rug Pull Detector: Liquidity & Holder Risk Scoring

Pool Risk Controls

Top-wallet concentration 35%

Detection threshold 65

Live Readouts

Risk score0 / 100

SAFE — no anomalies

Token price

$1.000

Liquidity depth

$100,000

Outflow velocity

0%/s

Detector state

Idle

How it works

The pool is a constant-product AMM: token reserve x and stablecoin reserve y satisfy x·y = k, so price P = y/x and a swap of size Δx moves price along that curve (larger swaps against a shallow pool cause more slippage).

x · y = k
P = y / x
Δy_out = y − k / (x + Δx_in)   (price impact of a sell)

A classic rug pull has two stages, both reproduced here when you press "Simulate": (1) the deployer, holding most of the LP tokens, withdraws their share — both reserves shrink by the same fraction, so price barely moves but depth collapses; (2) the deployer then dumps their large personal token balance into the now-thin pool, and because slippage scales with 1/depth, the price crashes in a single swap.

The detector combines three real-world heuristics into one 0–100 score, updated every frame:

score = 0.40·concentration
      + 0.35·(unlocked ? 100 : 0)
      + 0.25·clamp(outflow_velocity × 6, 0, 100)

Concentration — the larger the top wallet's share of supply, the more damage one exit can do.
Liquidity lock — locked LP tokens (time-locked in a contract) cannot be withdrawn at all, which is why locking neutralizes most of the score even during a triggered attempt.
Outflow velocity — how fast reserves are draining right now; a sudden spike is the strongest live signal and is exactly what dashboards like this flag before the crash finishes.

When the score crosses your detection threshold, the panel raises an alarm — the same principle behind on-chain monitoring tools that watch liquidity-lock status and reserve deltas to warn holders in real time, before the trade that would drain their funds.

Token reserve USDC reserve Top holder wallet Other wallets

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