Capital allocators01
Compare opportunities with defensible metrics
Evaluate net returns, Sharpe, volatility, liquidity, fees, TVL, vault age and technical risk before allocating capital.
DeFi vault market data for professional research
Build better DeFi vault allocation strategies
Normalised historical returns, TVL, liquidity, fees and risk metrics across lending protocols, RWA, LP strategy and perpetual DEX vaults — ready for Python research, backtesting and automated data workflows.
✓ No sign-up for the sample✓ Same schema as Pro✓ JSON + Parquet
vault-metadata.jsonDaily
01{
02"protocol": "…",
03"chain": "…",
04"current_tvl": number,
05"return_3m_net": number,
06"sharpe_3m_net": number,
07"risk_category": "…",
08"available_liquidity": number
09}
One normalised schema29 chains
4,727Stablecoin vaults
112Vault protocols
29Blockchains
$29.2BTracked TVL
Updated daily
Built for professional decisions
Built for decisions, not just dashboards
Replace fragmented protocol integrations and inconsistent yield figures with one research-ready vault universe.
Quants and strategy teams02
Move from research idea to backtest faster
Build vault rotation, vault-of-vaults, stablecoin and cross-protocol strategies using clean historical files and Python tooling.
AI and data products03
Power automated workflows with structured data
Feed analytics, agents and production applications without scraping and maintaining dozens of protocol-specific pipelines.
One schema across the vault market
Research lending, RWA, LP and perpetual DEX vaults with the same workflow
Compare vaults across protocols and blockchains without manually cleaning identifiers, fee structures, historical returns or protocol-specific fields.
- ✓Net and gross performance
- ✓Historical share prices and TVL
- ✓Sharpe and volatility metrics
- ✓Technical risk categories
- ✓Fees and lock-up information
- ✓Liquidity and utilisation
- ✓Curator and protocol metadata
- ✓Deposit and withdrawal status
Real dataset formatsPython-ready
# Load metadata and history
import json
import pandas as pd
with open("vault-metadata.json") as file:
metadata = json.load(file)
vaults = pd.DataFrame(metadata["vaults"])
history = pd.read_parquet(
"vault-historical.parquet"
)JSONParquetSame schema in sample
Choose your access
Inspect the schema free. Use the full dataset in Pro.
Start with the Ethereum sample, then move to complete historical coverage when your research is ready.
Free
$0
Explore live vault analytics and inspect the downloadable sample schema.
- Vault analytics website
- Ethereum sample dataset
- JSON and Parquet formats
- No sign-up needed
Pro
$199 / month
Full AI-ready vault datasets for fund managers, quants, institutions and data products.
- Full vault metadata and history
- 4,727 stablecoin vaults
- 112 protocols across 29 chains
- Daily updates
- Backtesting framework and support
Monthly licence sold by Market Software Ltd. API key delivered by email.
Plan comparison
What changes when you move to Pro
| Feature | Free | Pro |
|---|---|---|
| Vault analytics website | ||
| Stablecoin vault coverage | ||
| Lending protocols, perpetual DEXes, other compatible protocols | ||
| $29.2B tracked TVL | ||
| Daily updates | ||
| Equity curves and portfolio metrics | ||
| Community Discord | ||
| DEX price data | ||
| AI-ready historical data | — | |
| Raw data files | — | |
| Backtesting framework | — | |
| Support | — | |
| BTC/ETH-denominated vaults | — | |
| Startup discounts available | — |
Questions
Before you subscribe
What do I receive with Pro?+
Full vault metadata and historical returns datasets, including AI-ready raw files and access to the Trading Strategy backtesting framework. Current download formats are JSON and Parquet.
How often is the data updated?+
The vault dataset is updated daily.
Can I inspect the schema before subscribing?+
Yes. The free Ethereum sample uses the same schema as the full dataset and does not require sign-up.
How is the subscription delivered?+
The monthly licence is sold by Market Software Ltd. After subscribing, the API key is sent by email and used on the dataset download page.
View all dataset fields +
Vault metadata
Name, Vault Slug, Protocol Slug, Curator Slug, Curator Name, Protocol Curator, Share Token Address, Denomination Token Addr., Lifetime Return (Gross), Lifetime Return (Net), CAGR (Gross), CAGR (Net), 3M Return (Gross), 3M Return (Net), 3M Sharpe Ratio (Gross), 3M Sharpe Ratio (Net), 3M Volatility (Ann.), Denomination, Normalised Denomination, Chain, Peak TVL/NAV, Current TVL/NAV, Age (Years), Management Fee, Performance Fee, Deposit Fee, Withdrawal Fee, Lock-up (Estimated), Protocol, Risk (Category), Risk (Numeric), Vault ID, Start Date, End Date, Address, Chain ID, Stablecoin-Like, Last Share Price, Deposit Closed Reason, Redemption Closed Reason, Available Liquidity, Utilisation, Leader Commission, Follower Count, Account PnL, Cumulative Volume, Description, Period Results
Historical returns
chain, address, block_number, timestamp, share_price, total_assets, total_supply, performance_fee, management_fee, vault_poll_frequency, id, name, event_count, protocol, returns_1h, deposit_closed_reason, written_at, max_deposit, max_redeem, deposits_open, redemption_open, trading, available_liquidity, utilisation, leader_fraction, leader_commission, follower_count, account_pnl, cumulative_volume, daily_deposit_count, daily_withdrawal_count, daily_deposit_usd, daily_withdrawal_usd
Start with real data