Comprehensive comparison of crypto data provider capabilities and available data
| Capability | Dune | DefiLlama | Allium | Nansen | Token Terminal | OKX |
|---|---|---|---|---|---|---|
| Data Access & Querying | ||||||
| Custom SQL Queries | ✔ DuneSQL | — | ✔ Snowflake | — | — | — |
| Saved Query Management | ✔ CRUD | — | ✔ CRUD | — | — | — |
| Schema/Table Discovery | ✔ Semantic | — | ✔ Semantic + browse | — | ✔ discover | — |
| Documentation Search | ✔ | — | ✔ | — | — | — |
| Pre-built API Endpoints | Queries | ✔ 24 tools | ✔ 20+ APIs | ✔ 25 tools | ✔ 4 tools | ✔ 9 tools |
| Visualization/Charts | ✔ 7 types + JPEG | — | — | — | ✔ Shareable | — |
| Market Data | ||||||
| Token Prices (real-time) | — | ✔ | ✔ | ✔ via search | — | ✔ Ticker |
| Token Price History | Via SQL | ✔ OHLCV | ✔ Multi-gran | — | ✔ Time-series | ✔ Candles |
| Orderbook Data | — | — | ✔ Hyperliquid | ✔ Polymarket | — | ✔ Full depth |
| Recent Trades | — | — | ✔ Hyperliquid | ✔ DEX + PM | — | ✔ Up to 150 |
| CEX Volume Data | Via SQL | ✔ Spot + Deriv | — | — | — | ✔ OKX only |
| Open Interest | Via SQL | ✔ DeFi perps | — | ✔ HL screener | — | — |
| DeFi & Protocol Analytics | ||||||
| Protocol TVL | Via SQL | ✔ Best source | — | — | ✔ | — |
| Protocol Fees / Revenue | Via SQL | ✔ Granular | — | — | ✔ Best source | — |
| Protocol Income Statements | — | ✔ | — | — | ✔ Earnings | — |
| DeFi Category Rankings | — | ✔ | — | — | ✔ Market sectors | — |
| Yield / APY Discovery | — | ✔ Pool-level | — | — | — | — |
| DEX Volume | Via SQL | ✔ Aggregated | — | ✔ Per-token | ✔ | — |
| Token TVL (where locked) | Via SQL | ✔ | — | — | — | — |
| Chain-Level Analytics | ||||||
| Chain Metrics (TVL/Fees) | Via SQL | ✔ Comprehensive | — | — | ✔ | — |
| Chain Metadata & Info | ✔ Blockchains | ✔ Type/L2/parent | ✔ Supported chains | — | ✔ | — |
| Chain Growth Rankings | — | — | — | ✔ Addresses/txns | — | — |
| Bridge Flow Data | Via SQL | ✔ | — | — | — | — |
| Wallet & Address Intelligence | ||||||
| Wallet Portfolio View | — | — | ✔ Balances + DeFi | ✔ All-in-one | — | — |
| Wallet PnL Tracking | — | — | ✔ Wallet + token | ✔ Polymarket | — | — |
| Token Balances (latest) | Via SQL | — | ✔ | ✔ via portfolio | — | — |
| Historical Balances | Via SQL | — | ✔ | ✔ | — | — |
| Transaction History | Via SQL | — | ✔ Labeled | ✔ Recent 20 | — | — |
| DeFi Positions | — | — | ✔ Multi-protocol | ✔ Incl. HL | — | — |
| Address Labels / ENS | — | — | — | ✔ Rich labels | — | — |
| Counterparty Analysis | — | — | — | ✔ | — | — |
| Related Addresses | — | — | — | ✔ Signers/funders | — | — |
| Smart Money & Alpha Signals | ||||||
| Smart Money Labels | — | — | — | ✔ Best source | — | — |
| Token Buy/Sell Signals | — | — | — | ✔ Nansen Score | — | — |
| Token Discovery Screener | — | — | — | ✔ Multi-filter | — | — |
| Smart Trader Perp Trades | — | — | — | ✔ Hyperliquid | — | — |
| Token Flow Segmentation | — | — | — | ✔ 5 segments | — | — |
| Top Holders Analysis | Via SQL | — | — | ✔ Labeled | — | — |
| HL Trader Leaderboard | — | — | — | ✔ PnL + ROI | — | — |
| Specialized Data | ||||||
| Prediction Markets | Via SQL | — | — | ✔ Full Polymarket | — | — |
| ETF Flows (BTC/ETH) | — | ✔ | — | — | — | — |
| Token Unlock Schedules | — | ✔ Detailed | — | — | — | — |
| Stablecoin Supply | Via SQL | ✔ Multi-chain | — | — | — | — |
| Oracle Metrics (TVS) | — | ✔ | — | — | — | — |
| Protocol Treasuries | — | ✔ | — | — | — | — |
| DAT Institutional Holdings | — | ✔ MicroStrategy etc. | — | — | — | — |
| Hacks / Raises / Events | — | ✔ 3 event types | — | — | — | — |
| User Activity (DAU/txns) | Via SQL | ✔ | — | — | ✔ Active users | — |
| Hyperliquid Perps | — | — | ✔ Full suite | ✔ + leaderboard | — | — |
| Use Case | Best Provider(s) | Why |
|---|---|---|
| "What's the TVL of Aave?" | DefiLlama | Pre-aggregated, instant, multi-chain breakdown |
| "Show me fee revenue trends for L2s" | DefiLlama Token Terminal | Both have chain-level fee data; TT has great charts |
| "Who's accumulating this token?" | Nansen | Smart money labels, flow segmentation, top holder tracking |
| "What's in this wallet?" | Nansen Allium | Nansen for labels + DeFi; Allium for raw balances + PnL |
| "Custom on-chain query" | Dune Allium | Both offer full SQL; Dune has decoded tables, Allium has Snowflake |
| "Best yield opportunities" | DefiLlama | Pool-level APY data with TVL + stability metrics |
| "BTC-USDT orderbook depth" | OKX | Direct CEX orderbook access with real-time data |
| "Prediction market odds" | Nansen | Full Polymarket suite: lookup, OHLCV, top holders, PnL |
| "Token unlock schedule" | DefiLlama | Chart, window, and cross-token unlock rankings |
| "Hyperliquid trader activity" | Nansen Allium | Nansen for smart money labels; Allium for raw fills/orders |
| "Compare protocol fundamentals" | Token Terminal | P/S, P/F ratios, earnings, shareable charts |
| "ETF inflow/outflow trends" | DefiLlama | Only provider with BTC/ETH spot ETF flow data |
| "Find trending tokens to buy" | Nansen | Screener + Nansen Score with risk metrics |
| "How much USDC is on Tron?" | DefiLlama | Stablecoin supply by chain + peg mechanism |
| Provider | Primary Strength | Unique Value | Limitations |
|---|---|---|---|
| Dune Analytics | Unlimited custom on-chain queries | Decoded contract tables, community datasets, SQL visualization | No pre-built market data APIs; requires SQL knowledge; credit-based |
| DefiLlama | Broadest DeFi coverage, pre-aggregated | Yield pools, ETF flows, unlocks, stablecoins, oracle TVS, DAT holdings, hack events | No wallet intelligence; no custom queries; no smart money data |
| Allium | Real-time wallet/token APIs + SQL warehouse | Multi-chain PnL, DeFi positions, Hyperliquid raw data, Snowflake SQL | No aggregated DeFi metrics; no smart money labels |
| Nansen | Smart money tracking & wallet intelligence | Labeled addresses, flow segmentation, Nansen Score, Polymarket, trader leaderboards | No DeFi protocol metrics; no custom SQL; limited chain-level data |
| Token Terminal | Protocol financial fundamentals | P/S & P/F ratios, earnings data, shareable charts, market sector grouping | Fewer tools; no wallet data; no on-chain queries |
| OKX | Real-time CEX market microstructure | Live orderbook, mark/index prices, instrument details for OKX pairs | OKX only; no DeFi; no wallet data; no historical beyond candles |
Based on live connector analysis · March 2026