VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Sunday, October 5, 2025

View Financial Modeling Prep (FMP)View okamaBack to Home

Head-to-head

Financial Modeling Prep (FMP) vs okama comparison

Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.

Quick takeaways

Financial Modeling Prep (FMP) adds Financials, ETF Holdings, 13F, Insider Data, Transcripts, Analyst Forecasts, Analyst Price Targets, Analyst Recommendations, News, News Sentiment, Calendar, Dividends, Splits, GDP, Unemployment Rates, Commitment of Traders (COT), Which ETF includes this Stock?, ESG Ratings, US Government Trades, and APIs & SDKs coverage that okama skips.

okama includes Quant, Data Visualizations, Portfolio, Correlation, Backtesting, Risk Metrics (VaR/ES/Drawdown), Monte Carlo, and ETF Performance categories that Financial Modeling Prep (FMP) omits.

Financial Modeling Prep (FMP) highlights: Tiered access: Starter (U.S.), Premium (adds UK/Canada and up to 30 years of history), Ultimate (global markets, transcripts, ETFs, mutual funds, 13F data, one-minute intraday, bulk/batch delivery)., REST APIs secured with API keys; calls made by appending the key to endpoints., and WebSocket streaming for real-time equities, forex, and crypto feeds..

okama is known for: Interactive Efficient Frontier (mean–variance) widget for quick visualization., Compare-assets widget covering returns, drawdowns, CVaR, and correlations., and Portfolio widget built on adjusted monthly data for risk/return analysis..

Financial Modeling Prep (FMP) logo

Financial Modeling Prep (FMP)

site.financialmodelingprep.com

Editor’s pick Hands-on review

Market data delivered through REST and WebSocket APIs. Plans scale by geography and depth: Starter covers U.S. markets, Premium adds UK/Canada and extended history, and Ultimate unlocks global coverage, transcripts, fund and 13F data, one-minute intraday, and bulk delivery options. Bandwidth and query limits vary by plan.

Platforms

Web
API

Pricing

Free
Subscription

Quick highlights

  • Tiered access: Starter (U.S.), Premium (adds UK/Canada and up to 30 years of history), Ultimate (global markets, transcripts, ETFs, mutual funds, 13F data, one-minute intraday, bulk/batch delivery).
  • REST APIs secured with API keys; calls made by appending the key to endpoints.
  • WebSocket streaming for real-time equities, forex, and crypto feeds.
  • Historical and intraday chart data with resolutions from one minute to four hours, including dividend-adjusted series.
  • Economic datasets covering GDP, CPI, unemployment, interest rates, and Treasury yields, alongside event and release calendars.

Community votes (overall)

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okama logo

okama

okama.io

Hands-on review

Free open-source toolkit for portfolio analysis and market data. Okama offers web widgets, an API, and a Python library with efficient frontiers, risk metrics, and Monte Carlo simulations. Market and macro data is available end-of-day, with live prices delayed by ~15–20 minutes.

Platforms

Web
API

Pricing

Free

Quick highlights

  • Interactive Efficient Frontier (mean–variance) widget for quick visualization.
  • Compare-assets widget covering returns, drawdowns, CVaR, and correlations.
  • Portfolio widget built on adjusted monthly data for risk/return analysis.
  • Python library supports mean–variance optimization, rebalancing scenarios, backtesting, and advanced risk metrics such as VaR, CVaR, semideviation, and drawdowns.
  • Monte Carlo simulations and wealth-index forecasts with percentile bands.

Community votes (overall)

0% upvotes 0% downvotes
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Overlap

Shared focus areas

3 overlaps

Mutual strengths include Data APIs, Interest Rates, and Inflation Rates.

Where they differ

Financial Modeling Prep (FMP)

Distinct strengths include:

Financials
ETF Holdings
13F
Insider Data
Transcripts
Analyst Forecasts
Analyst Price Targets
Analyst Recommendations
  • Tiered access: Starter (U.S.), Premium (adds UK/Canada and up to 30 years of history), Ultimate (global markets, transcripts, ETFs, mutual funds, 13F data, one-minute intraday, bulk/batch delivery).
  • REST APIs secured with API keys; calls made by appending the key to endpoints.
  • WebSocket streaming for real-time equities, forex, and crypto feeds.
  • Historical and intraday chart data with resolutions from one minute to four hours, including dividend-adjusted series.

okama

Distinct strengths include:

Quant
Data Visualizations
Portfolio
Correlation
Backtesting
Risk Metrics (VaR/ES/Drawdown)
Monte Carlo
ETF Performance
  • Interactive Efficient Frontier (mean–variance) widget for quick visualization.
  • Compare-assets widget covering returns, drawdowns, CVaR, and correlations.
  • Portfolio widget built on adjusted monthly data for risk/return analysis.
  • Python library supports mean–variance optimization, rebalancing scenarios, backtesting, and advanced risk metrics such as VaR, CVaR, semideviation, and drawdowns.

Feature-by-feature breakdown

AttributeFinancial Modeling Prep (FMP)okama
Categories

Which research workflows each platform targets

Shared: Data APIs, Interest Rates, Inflation Rates

Unique: Financials, ETF Holdings, 13F, Insider Data, Transcripts, Analyst Forecasts, Analyst Price Targets, Analyst Recommendations, News, News Sentiment, Calendar, Dividends, Splits, GDP, Unemployment Rates, Commitment of Traders (COT), Which ETF includes this Stock?, ESG Ratings, US Government Trades, APIs & SDKs

Shared: Data APIs, Interest Rates, Inflation Rates

Unique: Quant, Data Visualizations, Portfolio, Correlation, Backtesting, Risk Metrics (VaR/ES/Drawdown), Monte Carlo, ETF Performance

Asset types

Supported asset classes and universes

Stocks, ETFs, Mutual Funds, Commodities, Currencies, Cryptos

Stocks, ETFs, Commodities, Currencies, Mutual Funds

Experience levels

Who each product is built for

Beginner, Intermediate, Advanced

Beginner, Intermediate, Advanced

Platforms

Where you can access the product

Web, API

Web, API

Pricing

High-level pricing models

Free, Subscription

Free

Key features

Core capabilities called out by each vendor

Unique

  • Tiered access: Starter (U.S.), Premium (adds UK/Canada and up to 30 years of history), Ultimate (global markets, transcripts, ETFs, mutual funds, 13F data, one-minute intraday, bulk/batch delivery).
  • REST APIs secured with API keys; calls made by appending the key to endpoints.
  • WebSocket streaming for real-time equities, forex, and crypto feeds.
  • Historical and intraday chart data with resolutions from one minute to four hours, including dividend-adjusted series.
  • Economic datasets covering GDP, CPI, unemployment, interest rates, and Treasury yields, alongside event and release calendars.
  • Insider trading and U.S. Congress trading activity datasets, with detailed insider statistics.

Unique

  • Interactive Efficient Frontier (mean–variance) widget for quick visualization.
  • Compare-assets widget covering returns, drawdowns, CVaR, and correlations.
  • Portfolio widget built on adjusted monthly data for risk/return analysis.
  • Python library supports mean–variance optimization, rebalancing scenarios, backtesting, and advanced risk metrics such as VaR, CVaR, semideviation, and drawdowns.
  • Monte Carlo simulations and wealth-index forecasts with percentile bands.
  • Free end-of-day market and macroeconomic data via API, including equities, ETFs, mutual funds, commodities, currencies, indexes, inflation, policy rates, and CAPE10 ratios.
Tested

Verified by hands-on testing inside Find My Moat

Yes

Yes

Editor pick

Featured inside curated shortlists

Highlighted

Standard listing

Frequently Asked Questions

Which workflows do Financial Modeling Prep (FMP) and okama both support?

Both platforms cover Data APIs, Interest Rates, and Inflation Rates workflows, so you can research those use cases in either tool before digging into the feature differences below.

Do Financial Modeling Prep (FMP) and okama require subscriptions?

Both Financial Modeling Prep (FMP) and okama keep freemium access with optional paid upgrades, so you can trial each platform before committing.

How can you access Financial Modeling Prep (FMP) and okama?

Both Financial Modeling Prep (FMP) and okama prioritize web or desktop access. Investors wanting a mobile-first workflow may need to rely on responsive web views.

What unique strengths set the two platforms apart?

Financial Modeling Prep (FMP) differentiates itself with Tiered access: Starter (U.S.), Premium (adds UK/Canada and up to 30 years of history), Ultimate (global markets, transcripts, ETFs, mutual funds, 13F data, one-minute intraday, bulk/batch delivery)., REST APIs secured with API keys; calls made by appending the key to endpoints., and WebSocket streaming for real-time equities, forex, and crypto feeds., whereas okama stands out for Interactive Efficient Frontier (mean–variance) widget for quick visualization., Compare-assets widget covering returns, drawdowns, CVaR, and correlations., and Portfolio widget built on adjusted monthly data for risk/return analysis..

Keep exploring

Stay on top of related tools

Browse the categories and profiles that overlap most with this comparison to round out your shortlist.

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.