About

Data Sources

Not all data shown in the matrix comes from live APIs. Below is a transparency breakdown of where each piece of data comes from and how fresh it is.

Live Data

• Protocol TVLDeFiLlama

  Fetched live on every page load from the DeFiLlama API.

• Token Market CapDeFiLlama

  Fetched live on every page load from the DeFiLlama stablecoins and protocols APIs.

Automated Fetchers (Static Snapshots)

• TVL delta, hack historyDeFiLlama

  Fetched via automated script from api.llama.fi and stored as a static snapshot.

• DNS health scoresNSLookup

  Fetched via automated script from nslookup.io and stored as a static snapshot.

• Protocol stagesDeFiScan

  Fetched via automated script from the DeFiScan GitHub repo and stored as a static snapshot.

• Control, autonomy, access & verifiability gradesDeFiPunk'd

  Fetched via automated script from DeFiPunk'd and stored as a static snapshot.

• Source verification & token safety (protocols)GoPlus

  Fetched via automated script from the GoPlus API and stored as a static snapshot.

• Multisig signer configurationSafe Multisig

  Fetched via automated script from the Safe API and stored as a static snapshot.

Manually Collected (No Automated Fetcher)

• Risk scoresRiskLayer

  Manually collected from the RiskLayer dashboard. No automated fetcher yet.

• Token security (verified, safe, fixed-supply, immutable)GoPlus (tokens)

  Manually queried from the GoPlus Token Security API and stored as a static snapshot. No automated fetcher yet.

• Token risk levelDe.Fi Scanner

  Manually queried from the De.Fi Scanner API and stored as a static snapshot. No automated fetcher yet.

• Rug pull safety scoresChainAware

  Manually queried from the ChainAware API and stored as a static snapshot. No automated fetcher yet.

• Stablecoin peg deviationDeFiLlama (tokens)

  Derived from DeFiLlama stablecoins API and historical data. No automated fetcher yet.

• Stablecoin safety grades & scoresPharos

  Manually collected from the Pharos API and stored as a static snapshot. No automated fetcher yet.

• Oracle TVS deltaDeFiLlama (oracles)

  Manually derived from the DeFiLlama protocols API. No automated fetcher yet.

• Oracle accuracy & freshnessChaos Labs

  Manually collected from the Chaos Labs Oracle Risk Portal. No automated fetcher yet.

• Oracle safety scoresDeFiSafety

  Manually collected from DeFiSafety. No automated fetcher yet.

• Oracle alerts & risk levelForta

  Manually collected from the Forta GraphQL API. No automated fetcher yet.