VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Sunday, October 5, 2025

View okama View Stock Rover Back to Home

Head-to-head

okama vs Stock Rover comparison

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

Quick takeaways

okama adds Quant, Backtesting, Risk Metrics (VaR/ES/Drawdown), Data APIs, ETF Performance, Inflation Rates, and Interest Rates coverage that Stock Rover skips.

Stock Rover includes Screeners, ETF Screeners, Stock Comparison, ETF Comparison, Watchlist, News, Alerts, Calendar, Dividends, Financials, Scores, Valuation Models, Transcripts, ETF Overview, ETF Holdings, Fund Overview, Fund Performance, Fund Holdings, Fund Rating, Analyst Recommendations, Analyst Price Targets, Education, and Videos categories that okama omits.

okama highlights: 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..

Stock Rover is known for: Metrics-rich tables with up to 700+ data points in the Premium Plus plan (275+ / 375+ / 700+ by tier)., Flexible screening: ranked screening, historical screening, and custom equation builders., and Portfolio analytics include correlation matrices, Monte Carlo “future simulations,” rebalancing tools, and trade planning support..

Stock Rover offers mobile access, which okama skips.

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)

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Stock Rover

stockrover.com

Editor’s pick Hands-on review

A full-featured US and Canada equity, ETF, and mutual fund research suite. Stock Rover shines with its massive metrics library (up to 700 in Premium Plus), flexible screeners, portfolio analytics, fair value and margin of safety models, and detailed Insight panels with fundamentals, analyst ratings, news, and transcripts. It also offers Monte Carlo simulations, rebalancing tools, and downloadable PDF research reports. Broker sync and CSV imports make it easy to keep portfolios up to date, while exports to Excel or charts let you take analysis anywhere.

Platforms

Web

Mobile

Pricing

Free

Subscription

Quick highlights

Metrics-rich tables with up to 700+ data points in the Premium Plus plan (275+ / 375+ / 700+ by tier).
Flexible screening: ranked screening, historical screening, and custom equation builders.
Portfolio analytics include correlation matrices, Monte Carlo “future simulations,” rebalancing tools, and trade planning support.
Insight Panel combines fundamentals, analyst recommendations, news, and full earnings transcripts in one view.
Fair Value and Margin of Safety models, alongside quantitative scores for value, growth, quality, sentiment, and more.

Community votes (overall)

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Overlap

Shared focus areas

4 overlaps

Mutual strengths include Data Visualizations, Portfolio, and Correlation plus 1 more area.

Where they differ

okama

Distinct strengths include:

Quant

Backtesting

Risk Metrics (VaR/ES/Drawdown)

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.

Stock Rover

Distinct strengths include:

Metrics-rich tables with up to 700+ data points in the Premium Plus plan (275+ / 375+ / 700+ by tier).
Flexible screening: ranked screening, historical screening, and custom equation builders.
Portfolio analytics include correlation matrices, Monte Carlo “future simulations,” rebalancing tools, and trade planning support.
Insight Panel combines fundamentals, analyst recommendations, news, and full earnings transcripts in one view.

Feature-by-feature breakdown

Attribute	okama	Stock Rover
Categories Which research workflows each platform targets	Shared: Data Visualizations, Portfolio, Correlation, Monte Carlo Unique: Quant, Backtesting, Risk Metrics (VaR/ES/Drawdown), Data APIs, ETF Performance, Inflation Rates, Interest Rates	Shared: Data Visualizations, Portfolio, Correlation, Monte Carlo Unique: Screeners, ETF Screeners, Stock Comparison, ETF Comparison, Watchlist, News, Alerts, Calendar, Dividends, Financials, Scores, Valuation Models, Transcripts, ETF Overview, ETF Holdings, Fund Overview, Fund Performance, Fund Holdings, Fund Rating, Analyst Recommendations, Analyst Price Targets, Education, Videos
Asset types Supported asset classes and universes	Stocks, ETFs, Commodities, Currencies, Mutual Funds	Stocks, ETFs, 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, Mobile
Pricing High-level pricing models	Free	Free, Subscription
Key features Core capabilities called out by each vendor	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.	Unique Metrics-rich tables with up to 700+ data points in the Premium Plus plan (275+ / 375+ / 700+ by tier). Flexible screening: ranked screening, historical screening, and custom equation builders. Portfolio analytics include correlation matrices, Monte Carlo “future simulations,” rebalancing tools, and trade planning support. Insight Panel combines fundamentals, analyst recommendations, news, and full earnings transcripts in one view. Fair Value and Margin of Safety models, alongside quantitative scores for value, growth, quality, sentiment, and more. Research Reports add-on covers 7,000+ US and Canadian stocks, available interactively or as downloadable PDFs.
Tested Verified by hands-on testing inside Find My Moat	Yes	Yes
Editor pick Featured inside curated shortlists	Standard listing	Highlighted

Frequently Asked Questions

Which workflows do okama and Stock Rover both support?

Both platforms cover Data Visualizations, Portfolio, Correlation, and Monte Carlo workflows, so you can research those use cases in either tool before digging into the feature differences below.

Do okama and Stock Rover require subscriptions?

Both okama and Stock Rover keep freemium access with optional paid upgrades, so you can trial each platform before committing.

Which tool has mobile access?

Stock Rover ships a dedicated mobile experience, while okama focuses on web or desktop access.

What unique strengths set the two platforms apart?

okama differentiates itself with 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., whereas Stock Rover stands out for Metrics-rich tables with up to 700+ data points in the Premium Plus plan (275+ / 375+ / 700+ by tier)., Flexible screening: ranked screening, historical screening, and custom equation builders., and Portfolio analytics include correlation matrices, Monte Carlo “future simulations,” rebalancing tools, and trade planning support..

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