VOL. XCIV, NO. 247
★ BEST INVESTING TOOLS COMPARISON ★
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Friday, May 22, 2026
Tool Comparison · Friday, May 22, 2026
Financial Modeling Prep (FMP) vs Reflexivity
Financial Modeling Prep (FMP) vs Reflexivity: which investing tool fits your workflow? Compare pricing, features, platforms, and verdict in seconds.
Financial Modeling Prep (FMP)
site.financialmodelingprep.com
Best for calendar, and dividends
- Pricing
- Free • From $22/mo
- Platforms
- Web, Desktop, API
Reflexivity
reflexivity.com
Best for quant, and performance attribution
- Pricing
- Subscription
- Platforms
- Web, API
Outbound links may include affiliate or sponsor codes.
Comparison snapshot
Who should choose which?
Choose
Financial Modeling Prep (FMP) if…
- You want to start free before paying
- You’re just getting started and want an approachable UI
- You need multi‑asset data coverage via a single api: equities, etfs, mutual funds, indexes, forex, crypto, commodities, macroeconomic indicators, esg and ownership datasets, organized into market data, fundamental & company data, news & calendar data, advanced data, ownership and other markets.
- You need real‑time quotes plus intraday (1‑minute, 5‑minute, 30‑minute, 1‑hour) and end‑of‑day historical bars for stocks and other assets; premium and ultimate tiers add intraday chart endpoints, technical indicators and up to 30+ years of history, with ultimate including 1‑minute intraday charting and full historical access.
Choose
Reflexivity if…
- You need institutional-grade ai research environment with verified data from s&p global, lseg datastream, nasdaq, and cboe-all included without the need for separate data contracts.
- You need deep research agent that can write and execute python, run backtests, generate excel models, export code and data, and produce publication-ready reports.
- You need document intelligence to search and extract from sec filings, transcripts, presentations, and central bank documents; includes ocr for charts and tables and custom ingestion for proprietary docs.
- You need portfolio insights delivers real-time alerts, risk/exposure analytics, and performance attribution. portfolios can be replicated via manual entry or file upload. the system produces over 1,500 daily insights spanning 40k+ assets, 250+ indicators, and 20 years of history.
Consider alternatives if…
- You want broader category coverage in one tool.
- Neither pricing tier fits your budget.
Side-by-side feature breakdown
| Attribute | Financial Modeling Prep (FMP) | Reflexivity |
|---|---|---|
Asset types | StocksETFsMutual FundsFundsCurrenciesCryptosCommoditiesOther | StocksETFsBondsCommoditiesCurrencies |
Experience | BeginnerIntermediateAdvanced | IntermediateAdvanced |
Regions | North AmericaEuropeAPACLatAmMiddle EastAfrica | North AmericaEuropeAPACLatAmMiddle EastAfrica |
Data freshness | StreamingReal-timeEnd of Day | Real-timeEnd of Day |
API access | RESTWebSocket | Not specified |
Export formats | CSVJSON | Excel |
Seen enough? Open either tool and try it now.
Pricing breakdown
Tool
Financial Modeling Prep (FMP)
$22/mo
Starting price
Plans & pricing
Tool
Reflexivity
—
Starting price
Plans & pricing
Pricing not published
Coverage overlap
Categories where both tools offer overlapping coverage.
Categories covered by Financial Modeling Prep (FMP) only.
Categories covered by Reflexivity only.
Community category leaders
Vote sentiment comparison
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Still deciding? Get hands-on with both — most plans offer a free tier or trial.
Frequently Asked Questions
What's the difference between Financial Modeling Prep (FMP) and Reflexivity?
Financial Modeling Prep (FMP) focuses on Screeners, Data APIs, and News while Reflexivity specializes in Screeners, Quant, and Performance Attribution. They overlap in 5 categories, so choose based on your preferred workflow and pricing.
Is Financial Modeling Prep (FMP) or Reflexivity free to use?
Financial Modeling Prep (FMP) offers a free tier that lets you get started without paying, while Reflexivity requires a subscription. If budget is a concern, start with Financial Modeling Prep (FMP) and upgrade later if you need more advanced features.
Which is better for beginners—Financial Modeling Prep (FMP) or Reflexivity?
Financial Modeling Prep (FMP) is more beginner-friendly with an approachable interface. Both can work for intermediate users.
Do Financial Modeling Prep (FMP) and Reflexivity have APIs?
Yes, both platforms offer API access for developers and quants who want to build custom integrations or automate their workflows.
Should I choose Financial Modeling Prep (FMP) or Reflexivity?
Choose Financial Modeling Prep (FMP) if you need Multi‑asset data coverage via a single API: equities, ETFs, mutual funds, indexes, forex, crypto, commodities, macroeconomic indicators, ESG and ownership datasets, organized into Market Data, Fundamental & Company Data, News & Calendar Data, Advanced Data, Ownership and Other Markets., and Real‑time quotes plus intraday (1‑minute, 5‑minute, 30‑minute, 1‑hour) and end‑of‑day historical bars for stocks and other assets; Premium and Ultimate tiers add intraday chart endpoints, technical indicators and up to 30+ years of history, with Ultimate including 1‑minute intraday charting and full historical access.. Go with Reflexivity if Institutional-grade AI research environment with verified data from S&P Global, LSEG Datastream, Nasdaq, and Cboe-all included without the need for separate data contracts., and Deep Research agent that can write and execute Python, run backtests, generate Excel models, export code and data, and produce publication-ready reports. better fits how you invest.
What asset classes do Financial Modeling Prep (FMP) and Reflexivity cover?
Both cover Stocks, ETFs, Currencies, and Commodities. Financial Modeling Prep (FMP) also includes Mutual Funds, Funds, Cryptos, and Other. Reflexivity adds coverage for Bonds.
Do Financial Modeling Prep (FMP) and Reflexivity offer real-time data?
Yes, both platforms provide real-time market data. This makes either suitable for active trading strategies where timing matters.
Can I export data from Financial Modeling Prep (FMP) and Reflexivity?
Both platforms let you export data to spreadsheets (). This is useful for custom analysis or record-keeping.
Which has a better stock screener—Financial Modeling Prep (FMP) or Reflexivity?
Both Financial Modeling Prep (FMP) and Reflexivity include stock screeners. Try each to see which filtering options and interface you prefer.
Can I track my portfolio with Financial Modeling Prep (FMP) or Reflexivity?
Reflexivity offers portfolio tracking features. Financial Modeling Prep (FMP) is more focused on research and analysis.
Other tools you might like
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Curation & Accuracy
This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).
Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.