DEX Liquidity Predictor

Liquidity Dashboard

Real-time Uniswap v3 pool prices & liquidity-drain predictions

Last update —

Connecting to live data…

How to read this dashboard

This terminal watches Uniswap v3 liquidity pools on Ethereum in real time. An AI model reads every trade and withdrawal, then predicts when a pool might lose liquidity — a liquidity drain — and how that would move prices. It is an early-warning system for traders and liquidity providers.

Liquidity pool — a pot of two tokens (e.g. USDC/WETH) that traders swap against.
Liquidity drain — providers withdrawing tokens, thinning the pool.
Price impact — how much a trade moves the price (high = slippage).
TVL — total dollar value locked in a pool (bigger = healthier).
Risk level — how likely the AI thinks a drain is (Low / Medium / High).

Pool Prices

Awaiting snapshot data from server…

Liquidity Prediction

Latest event inference

No prediction yet — waiting for events…

What this means

"Drain" is the predicted % of liquidity likely to leave the pool soon. "Price impact" is how much a typical trade would move the price. Higher numbers mean more risk — the risk level (Low / Medium / High) summarises both.

Market Maker Bot

Simulated Uniswap v3 execution layer

Idle

Awaiting bot state…

Policy: withdraw on HIGH/CRITICAL · provide on LOW · hold otherwise

Pool Liquidity

Raw liquidity ×10¹⁸

Live

Why liquidity movements matter

When providers withdraw from a pool, every trade moves the price more — trading gets more expensive and the token can swing sharply. A falling liquidity line (or a Burn event) is the early warning sign.