Eulerpool vs Financial Modeling Prep

Eulerpool Builder is $99/month (or $990/year) with 100,000 requests, full financial statements, and commercial usage included. FMP advertises lower entry prices, but entry tiers are licensed for personal use and enforce daily request caps — commercial usage and higher limits require upgraded tiers. For production applications the effective cost is usually comparable or higher.

FMP plans enforce hard caps: when you hit the limit, requests fail until the next period. Eulerpool paid plans switch to metered overage ($0.30–1.50 per 1,000 requests depending on tier), so production apps keep running and you only pay for what you use.

FMP provides current and historical fundamentals but does not advertise point-in-time snapshots. Eulerpool offers point-in-time fundamentals and estimates — the values as they were actually known on a given date — which eliminates look-ahead bias in backtests.

Eulerpool ships an MCP (Model Context Protocol) server with 190+ financial data tools, so Claude, Cursor, and custom agents can query fundamentals, market data, macro, and alternative data directly. FMP is a REST API; agent integrations require custom tooling.

Endpoint concepts map closely (profiles, statements, quotes, historical prices), and official SDKs for Python, JavaScript, Go, and more reduce the work to renaming calls. The free tier (10,000 requests/month) lets you validate data parity before switching. For larger migrations, our team helps map endpoints one-to-one.

Both cover US equities well. Eulerpool covers 100,000+ securities across 90+ exchanges with equities, ETFs, FX, commodities, crypto, macro indicators, and alternative data (congress trading, dark pool, short interest) in a single plan — plus 30+ years of history on higher tiers.