Research
What to know before you deposit
APY and TVL are just the start. A complete look at every data point available about a DeFi vault: performance, risk scores, fees, holder distribution, capacity, real-time state, and position history.
Deep-dive research into DeFi protocols, yield mechanics, and onchain data from the vaults.fyi team.
Research
APY and TVL are just the start. A complete look at every data point available about a DeFi vault: performance, risk scores, fees, holder distribution, capacity, real-time state, and position history.
Research
The DeFi landscape for stablecoin yields is undergoing a profound transformation. A more mature, resilient, and institutionally-aligned ecosystem is emerging. Our recent report with Artemis.xyz unpacks key trends shaping onchain stablecoin yields.
In DeFi, “APY” (annual percentage yield) can be a confusing metric and sometimes outright deceiving. Let’s take an example: A vault might advertise a 30% APY, but after you deposit and go to withdraw months later, you realize you earned about 1/4 of that. What happened? At vaults.
Research
Methodology last updated 2026-05-06. First published 2024-12-20. The Reputation Score has evolved since publication. See the Changelog at the end of this post for a record of changes. Overview vaults.fyi introduced a Reputation Score to help users navigate DeFi yield opportunities with greater clarity. The score favors protocols that