Best crypto portfolio tracker for data analysts

The crypto portfolio tracker space has roughly 40-60 viable tools, but fewer than 8 are actually designed for data analysts and institutional users who need programmatic access, API integrations, and real-time data pipelines. The common failure is that existing trackers (Coinbase, Kraken, Delta, Blockfolio) prioritize UI simplicity and price alerts over data integrity and analytical depth. Most retail trackers hide their data behind closed ecosystems, making it impossible to join portfolio data with external datasets, backtest strategies programmatically, or audit transactions at the granular level a serious analyst demands. The gap exists between consumer crypto apps and enterprise blockchain analytics platforms like Glassnode or IntoTheBlock—there's a mid-market of solo data analysts, quant teams, and smaller hedge funds who need structured, exportable portfolio data without enterprise pricing or 6-month onboarding. A vibecoder entering this space should focus obsessively on three things: (1) API-first architecture with no UI gatekeeping of data, (2) multi-chain transaction reconciliation that doesn't require manual category tagging, and (3) native integrations with Jupyter, Pandas, and dbt so analysts can pull portfolio data directly into their workflows.