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.

CoinGecko – Crypto Data Aggregator Review

Score: 70.25/100. A decade of VC-free independence and a strengthened Trust Score, clouded by reported exploration of a ~$500M sale.

TradingView – Crypto Data Aggregator Review

Score: 65.5/100. Transparent per-exchange labeling and a massive feed network, but no default blended price without user selection.

CoinMarketCap – Crypto Data Aggregator Review

Score: 64.25/100. A sophisticated anti-manipulation methodology undercut by undisclosed ranking weights and a history favoring owner Binance.