Portfolio Visualizer adds Quant, Factor Exposure, Risk Metrics (VaR/ES/Drawdown), and Backtesting coverage that Stock Rover skips.
VOL. XCIV, NO. 247
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Sunday, October 5, 2025
Head-to-head
Portfolio Visualizer vs Stock Rover comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Quick takeaways
Stock Rover includes Screeners, ETF Screeners, Stock Comparison, ETF Comparison, Portfolio, 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 Portfolio Visualizer omits.
Portfolio Visualizer highlights: Portfolio backtesting for mutual funds, ETFs, and stocks with configurable rebalancing rules; separate modules for asset-class backtesting., Monte Carlo simulations for portfolio growth, survival probabilities, and goal-based financial planning., and Optimization tools including efficient frontier modeling, mean–variance optimization, and the Black–Litterman model..
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 Portfolio Visualizer skips.
Portfolio Visualizer
portfoliovisualizer.com
Web-based analytics suite for portfolio backtesting, optimization, and factor analysis. The free tier supports up to ~15 assets and limited history, while Basic and Pro tiers extend to ~150 assets with YTD results, model saving, and data export. Paid plans include a 14-day free trial.
Categories
Platforms
Pricing
Quick highlights
- Portfolio backtesting for mutual funds, ETFs, and stocks with configurable rebalancing rules; separate modules for asset-class backtesting.
- Monte Carlo simulations for portfolio growth, survival probabilities, and goal-based financial planning.
- Optimization tools including efficient frontier modeling, mean–variance optimization, and the Black–Litterman model.
- Factor analytics with multi-factor regressions and a risk-factor allocation optimizer.
- Correlation analysis at the asset or asset-class level via heatmaps and matrices.
Community votes (overall)
Stock Rover
stockrover.com
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.
Categories
Platforms
Pricing
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)
Shared focus areas
3 overlapsMutual strengths include Data Visualizations, Monte Carlo, and Correlation.
Where they differ
Portfolio Visualizer
Distinct strengths include:
- Portfolio backtesting for mutual funds, ETFs, and stocks with configurable rebalancing rules; separate modules for asset-class backtesting.
- Monte Carlo simulations for portfolio growth, survival probabilities, and goal-based financial planning.
- Optimization tools including efficient frontier modeling, mean–variance optimization, and the Black–Litterman model.
- Factor analytics with multi-factor regressions and a risk-factor allocation optimizer.
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 | Portfolio Visualizer | Stock Rover |
---|---|---|
Categories Which research workflows each platform targets | Shared: Data Visualizations, Monte Carlo, Correlation Unique: Quant, Factor Exposure, Risk Metrics (VaR/ES/Drawdown), Backtesting | Shared: Data Visualizations, Monte Carlo, Correlation Unique: Screeners, ETF Screeners, Stock Comparison, ETF Comparison, Portfolio, 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, Mutual Funds, Bonds, Commodities | 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 | Web, Mobile |
Pricing High-level pricing models | Free, Subscription | Free, Subscription |
Key features Core capabilities called out by each vendor | Unique
| Unique
|
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 Portfolio Visualizer and Stock Rover both support?
Both platforms cover Data Visualizations, Monte Carlo, and Correlation workflows, so you can research those use cases in either tool before digging into the feature differences below.
Do Portfolio Visualizer and Stock Rover require subscriptions?
Both Portfolio Visualizer 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 Portfolio Visualizer focuses on web or desktop access.
What unique strengths set the two platforms apart?
Portfolio Visualizer differentiates itself with Portfolio backtesting for mutual funds, ETFs, and stocks with configurable rebalancing rules; separate modules for asset-class backtesting., Monte Carlo simulations for portfolio growth, survival probabilities, and goal-based financial planning., and Optimization tools including efficient frontier modeling, mean–variance optimization, and the Black–Litterman model., 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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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.