Real-time liquidity intelligence for active crypto traders and LPs.
We are the world's first independent rating agency for on-chain liquidity pools — issuing a real-time and report based, data-driven risk score that finally tells traders and LPs whether the liquidity is optimized based on trading conditions.
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Key Value Proposition
The Standard for DEX Risk
"What Moody’s and S&P are to bonds, Decoswap is to DEX liquidity."
Decentralized liquidity is fragmented and inefficient, dispersed across isolated pools and exposed to risks like impermanent loss.
We gather high-resolution data from exchanges and blockchains to map real liquidity conditions in real time.
This data is then fed into our reinforcement-learning engine, which continuously trains on market behaviour to understand how liquidity reacts under stress.
Our edge comes from two things:
  1. Deeper, cleaner data, and
  1. A continuously trained RL model that learns market patterns other systems cannot detect.
The result: actionable, data-driven guidance that helps you execute safer, smarter trades.
Inefficiency on DEXs and in LPs
Despite advancements in DeFi, professional traders face risks that traditional tools fail to address.
Liquidity Bands
Predicting which liquidity bands in Uniswap v3 can be difficult to judge resulting in low returns.
Aggregated Values
Many tools are aggregated based and they lack the granular level of detail to make informed decisions about liquidity management.
Evolving Markets
As markets continually change it can be problematical to find up-to-date and reliable information about LPs.
Fragmented Liquidity Pools
Liquidity is fragmented across DEXs, and finding a strong understanding about the liquidity across pools can be hard.
The Solution
The first real-time fragility scoring engine.
Decoswap provides a pre-trade liquidity risk engine for DEX execution.
It delivers three core signals:
  • Liquidity Risk Score – identifies fragile, unstable, or structurally weak liquidity pools before the trade.
  • Safe Trade Size – estimates how much size can be safely executed without triggering slippage or structural breakdown.
  • Execution Cost Estimate – forecasts expected slippage, liquidity impact, and cost under current pool conditions.
All delivered via a simple API and dashboard, requiring no smart-contract integration.
Core Features
1. Liquidity Risk Score
Identifies fragile or unstable pools before you execute.
2. Safe Trade Size
Shows how much size can be safely executed without breaking the pool.
3. Execution Cost Estimate
Forecasts expected slippage and liquidity impact under current pool conditions.
4. API & Dashboard
Simple interface to retrieve real-time risk signals with no smart-contract integration.
Benefits for Trading Teams
Empowering trading desks with the clarity required for high-stakes DeFi execution.
Prevent Slippage
Avoid unnecessary losses from hidden fragility in liquidity pools.
Decoswap warns you before depth collapses, helping you avoid 15–200 bps execution hits.
Protect Quality
Maintain execution standards when pushing whale-sized trades. Know which pools can safely absorb size without degrading price or leaking PnL.
Reduce Errors
Cut out guesswork caused by fragmented markets.
Decoswap gives a clear, data-driven “safe trade size” instead of relying on heuristics.
Pre-trade Visibility
See liquidity risk before committing capital.
Real-time fragility scores and cost estimates provide full foresight into execution risk.
See Decoswap in action
Experience the interface designed for professional precision. View live fragility scoring, safe-size estimations, and our comprehensive execution risk dashboard.
About Us
Decoswap was architected by a specialist DeFi researcher and engineer dedicated to solving execution-risk failures within fragmented liquidity markets. The mission is clear: to provide professional trading teams with the same predictive safety layer and rigour they depend upon in traditional financial markets.