The Graph – Crypto Data Aggregator Review

Score: 62.25/100. A decentralized, staked indexing market with real dispute security, though usage metrics declined through 2025.

CryptoCompare – Crypto Data Aggregator Review

Score: 63.75/100. A genuine FCA-regulated benchmark administrator, now owned via CoinDesk by operating exchange Bullish.

Brave New Coin – Crypto Data Aggregator Review

Score: 55.5/100. Its Nasdaq-listed indices are IOSCO-audited, while its own business model discloses investing in the industry it benchmarks.

CoinCap – Crypto Data Aggregator Review

Score: 50.5/100. A specific 10% outlier-exclusion threshold, owned by Binance since 2020 with an unverifiable independence pledge.

Dune Analytics – Crypto Data Aggregator Review

Score: 63.5/100. Verifiable underlying blockchain data, but dashboard metric definitions are fully crowdsourced with no centralized review.

Messari – Crypto Data Aggregator Review

Score: 57.5/100. The deepest fundraising database in the project, tempered by IR services sold to the same protocols it rates as “independent.”

CoinCodex – Crypto Data Aggregator Review

Score: 55.5/100. Broad free access undercut by a flagship AI price-prediction feature independent reviewers call opaque and speculative.

CoinPaprika – Crypto Data Aggregator Review

Score: 58.5/100. A named outlier-filtering algorithm undercut by self-contradictory scale claims and a troubled same-brand wallet app.

DeFiLlama – Crypto Data Aggregator Review

Score: 74.5/100. Independently validated as the most methodology-transparent DeFi tracker, but faces an Aave TVL dispute and unresolved governance fork.