What is a concentrated liquidity range optimizer?

A concentrated liquidity range optimizer tells LPs which price range to choose when supplying liquidity on protocols like Uniswap V3, Meteora DLMM, Orca Whirlpools, or PancakeSwap V3. RangeScout backtests 180 days of on-chain data, runs Monte Carlo simulations on empirical returns, and compares multiple symmetric and asymmetric ranges by fee APY, impermanent loss, Sharpe ratio, and rebalancing cost across 9 chains.

Which DEXes and chains does RangeScout support?

RangeScout supports Meteora DLMM, Orca Whirlpools, Uniswap v3 and other concentrated-liquidity DEXes across Solana, Ethereum, Arbitrum, Base, Optimism, Polygon, BSC, Avalanche and Sui.

How does RangeScout estimate impermanent loss?

RangeScout applies the concentrated-liquidity IL formula on the historical price path, adds EWMA and jump-adjusted volatility, and surfaces average IL, worst-case IL, fee-offset breakeven time, and recovery days so you can see if fees compensate for the risk.

Is there a free plan?

Yes. The free tier includes 50 credits per month — enough to run multiple full backtest + AI strategy analyses. No credit card required.

Is impermanent loss permanent?

It becomes permanent when you withdraw. If prices revert to entry before withdrawal, the loss vanishes. In practice, most IL ends up realized.

How much impermanent loss is acceptable?

IL is only acceptable if fees exceed it. A 30% fee APR position can absorb substantial IL; a 2% APR position cannot. Always measure against break-even volatility.

Does impermanent loss apply to stablecoin pools?

Yes, but it is tiny. USDC-USDT rarely deviates more than 0.1-0.5%, so IL stays below 1% even over long periods.

Which DEX has the lowest impermanent loss?

IL is a function of price movement, not the DEX. All x·y=k AMMs produce identical IL for identical price moves. DEX choice affects fee capture, capital efficiency, and gas — not IL.

What is Impermanent Loss? The Complete 2026 Guide

Impermanent loss (IL) is the opportunity cost of providing liquidity versus just holding. This guide explains the concept, the formula, how concentrated liquidity amplifies it, and how to avoid losing money as an LP.

Impermanent Loss Definition

Impermanent loss is the difference in value between depositing two tokens into an AMM liquidity pool and just holding them. Arbitrageurs rebalance your pool as external prices move, leaving you with more of the losing asset.

Impermanent Loss Formula

For a constant-product AMM (Uniswap V2, SushiSwap, PancakeSwap V2), IL = 2·√(k)/(1+k) − 1, where k = P_current / P_entry. A 2x gives ~5.7%. A 4x gives ~20%.

How to minimize impermanent loss

Pick correlated pairs (stablecoin-stablecoin, ETH-stETH)
Match your range to realized volatility
Check break-even volatility before deploying
Rebalance actively when price drifts
Use a backtesting tool for the full distribution

Tools: IL Calculator · LP Calculator · RangeScout Analyzer · Blog: IL in Concentrated Liquidity · Blog: Black-Scholes LP Pricing