RangeScout

Quant-backed concentrated liquidity optimizer. Backtests, Monte Carlo & Black-Scholes LP pricing for Uniswap V3, Meteora, Orca. Free tools ↓

[RangeScout @RangeScoutApp]

Most LPs are down bad and don't know why.

Your concentrated liquidity position is a short straddle — you're selling volatility. If realized vol beats your break-even, fees never cover the IL.

Free calculator that shows the line:
https://t.co/HsWL44I7T3

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

Concentrated liquidity reality check — ARB/USDC.

The backtest looks clean (85.7% APY). The forward engine isn't so sure: wide range of outcomes — genuine uncertainty.

Sell volatility with your eyes open.

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

WBTC/USDC LP, the honest read:

✅ Quant backtest: 61.4% APY, 96.5% time in range
⚠️ Forward view: wide range of outcomes — genuine uncertainty

Fees vs IL is the only question that matters.

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

Ran OP/USDC through RangeScout's quant engine.

📊 Backtest: 115.8% APY, 89.5% time in range
🤖 Forward-looking flags it: high maintenance — check daily

Most LP tools only show you the green number.

[RangeScout @RangeScoutApp]

Live page, updates every 15 minutes → https://t.co/5aIHzzI4vX

[RangeScout @RangeScoutApp]

Our LP agent's live book: $3,784 — 3 Orca positions, 3/3 in range.

It predicts its fee APY daily, then scores itself in public. Latest: cbBTC/USDC predicted 25.6% → realized 8.4%. We publish the misses.

All numbers net of IL + costs, confirmed on-chain first.

[RangeScout @RangeScoutApp]

Live page, updates every 15 minutes → https://t.co/5aIHzzI4vX

[RangeScout @RangeScoutApp]

Ran AVAX/USDC through RangeScout's quant engine.

📊 Backtest: 243.0% APY, 96.1% time in range
🤖 Forward-looking flags it: high maintenance — check daily

Most LP tools only show you the green number.

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

ARB/USDC LP, the honest read:

✅ Quant backtest: 98.4% APY, 91.9% time in range
⚠️ Forward view: high maintenance — check daily

Fees vs IL is the only question that matters.

[RangeScout @RangeScoutApp]

@insomnia_vip @CyfrinUpdraft @Uniswap Concentrated liquidity fundamentally changed the capital efficiency game, but most LPs still don't price in how sensitive their returns become to range selection and rebalancing costs once you narrow down from that full curve.

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

Is WBTC/USDC a good LP right now?

Backtest says 13.86% APY. The forward-looking model says: high maintenance — check daily.

We show you both — backward AND forward.

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

Ran OP/USDC through RangeScout's quant engine.

📊 Backtest: 0.28% APY, 53.6% time in range
🤖 Forward-looking flags it: Monte Carlo median -100.1%; high maintenance — check daily

Most LP tools only show you the green number.

[RangeScout @RangeScoutApp]

Run any pool yourself, free → https://t.co/qw9daPVF7c

[RangeScout @RangeScoutApp]

Ran AVAX/USDC through RangeScout's quant engine.

📊 Backtest: 70.04% APY, 51.4% time in range
🤖 Forward-looking flags it: high maintenance — check daily

Most LP tools only show you the green number.