SonarX DeFi Dataset Overview
The SonarX DeFi Dataset provides curated, structured, and audit-ready data for decentralized exchanges (DEXs) and Vaults, liquidity pools, swaps, and liquidity provider (LP) positions across multiple blockchain ecosystems. Our datasets are designed to support institutional analytics, treasury and accounting workflows, automated trading systems, liquidity management platforms, and DeFi product integrations.
1. Curated Swap and Pool Data
SonarX offers high-quality, protocol-correct swap and pool datasets across major EVM networks and Solana, including:
- Normalized swap-level data with token amounts, USD values, fees, slippage, and pool metadata
- Pool-level analytics, including reserves, pricing, volume, fees, and TVL
- LP position lifecycle tracking (adds, removes, rebalances, concentrated positions, etc.)
- Historical backfills covering the complete chain history across supported networks
Every dataset follows a consistent schema while preserving protocol-specific mechanics such as concentrated liquidity ticks, virtual reserves, stable pair curves, dynamic fees, and bonding curves.
2. Comprehensive DeFi Analytics
We provide enriched analytics to support data science, portfolio management, and accounting workflows:
- Swap flow analytics (volume, routing, gas usage, slippage, fee revenue)
- Pool health monitoring (reserves, fee APR, impermanent loss indicators)
- LP performance tracking across concentrated & traditional AMMs
- Protocol-wide revenue and fee modeling
- Market share analysis across DEX verticals, pools, and assets
- Custom token-level and address-level analytics
The analytics streamline reporting, reduce engineering lift, and allow clients to build dashboards or quantitative models directly on top of our curated datasets.
3. Multi-Chain EVM Support
SonarX provides end-to-end DeFi coverage for Ethereum, Base, and can rapidly extend support to 50+ EVM chains using our automated data ingestion and processing pipelines.
This expansion capability allows us to onboard new chains in days, not months, and provide:
- Full historical backfills
- Continuous real-time updates
- Decoded ABI logs and normalized event streams
- Canonical tables for pools, swaps, mints, burns, ticks, LP actions, and protocol metrics
Clients can request coverage for any EVM chain they rely on.
4. Solana DeFi Support
In addition to EVM ecosystems, SonarX provides curated datasets for Solana’s leading DeFi protocols, including:
- Raydium (AMM, CLMM, LP actions)
- Orca (whirlpools, swaps, ticks, liquidity positions)
- Meteora (DLMM, dynamic ticks, concentrated liquidity)
- Phoenix (orderbook-level trading data)
Our Solana datasets include:
- Swap events with fee breakdowns
- Full liquidity position lifecycle (increase, decrease, collect fees)
- Tick-level CLMM liquidity snapshots
- High-performance orderbook trade data for Phoenix
This coverage allows institutional users to perform unified analysis across AMMs and LOB-based markets.
5. Protocol Coverage
While SonarX supports dozens of DEXs, AMMs, and CLMMs, our primary curated protocol families include:
Ethereum & Base
- Uniswap v2, v3, v4
- Balancer v1, v2, v3
- Maverick (Ethereum & Base)
- Aerodrome (Base)
- Solidly ecosystem variants
- Kyberswap (classic, elastic)
- Sushiswap
- Pancakeswap (EVM deployments)
- Fraxswap
- Morpho (Ethereum & Base, coming soon)
- Swapr, AlienBase, Baseswap, Mauve, etc.
Solana
- Raydium
- Orca
- Meteora (DLMM / Concentrated)
- Phoenix
- Jupiter Swap Route Tracking
- Kamino (coming soon)
If you do not see what you are looking for in the list above, please get in touch with us, as that list is NOT exhaustive and, in any case, additional protocols can be enabled quickly at the customer’s request.
6. LP Position Tracking
SonarX offers full lifecycle modeling for liquidity provider positions, supporting both traditional constant-product AMMs and concentrated liquidity designs:
- Position mints and burns
- Liquidity increases and decreases
- Fee accrual and fee collection
- NFT-based LP tokens (e.g., Uniswap v3, Meteora DLMM, Maverick)
- Tick-level snapshots and active region analysis
- Unclaimed vs. realized fee calculations
These datasets are essential for treasury managers, DeFi fund accounting, market making, and LP strategy backtesting.
7. Decoded Logs & Custom Dataset Creation
SonarX maintains fully decoded logs for all supported protocols and networks. This enables:
- Deep protocol-specific analytics
- Custom attribute extraction
- Automated dataset generation for new protocols
- Tailored datasets for hedge funds, exchanges, wallets, and research teams
If a protocol emits logs, we can decode it, structure it, and produce clean, normalized tables downstream.
8. Enterprise-Grade Features
SonarX’s DeFi datasets are designed for scale, reliability, and institutional use cases:
- Audit-ready datasets with transaction-level granularity
- Schema-stable tables for long-term reliability
- Full historical backfills, even for complex CLMMs
- High-performance indexing optimized for token, pool, and address queries
- Customizable table creation per protocol, chain, or customer need
- Real-time updates where node and RPC data allows
- Accounting-grade token-value conversions, fee representations, and pool math
This ensures operational consistency for exchanges, custodians, funds, treasuries, and DeFi infrastructure companies.
9. Example Use Cases
Trading & Routing Analytics
- Per-pool and per-token swap trends
- Slippage modeling & MEV impact
- Fee revenue analysis
- IL modeling
- Fee accrual tracking
- Realized vs. unrealized yield
Protocol Revenue Reporting
- DEX fee capture
- Ecosystem market share
- Incentive program effectiveness
Research & Risk Analytics
- Pool fragmentation analysis
- Liquidity migration
- Concentration risk and active tick behavior
10. Target Customers
- Exchanges and trading platforms
- Asset managers, quant funds, and liquidity providers
- Wallets and portfolio trackers
- Accounting and tax-reporting platforms
- Analysts, researchers, and ecosystem foundations
- Treasury teams needing enterprise-grade auditability
