Stock Rover includes Screeners, ETF Screeners, Stock Comparison, ETF Comparison, Monte Carlo, Portfolio, Watchlist, News, Alerts, Calendar, Dividends, Financials, Scores, Transcripts, ETF Overview, ETF Holdings, Fund Overview, Fund Performance, Fund Holdings, Fund Rating, Analyst Recommendations, Analyst Price Targets, Education, and Videos categories that Asset Allocation Interactive (AAI) — Research Affiliates omits.
VOL. XCIV, NO. 247
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Sunday, October 5, 2025
Head-to-head
Asset Allocation Interactive (AAI) — Research Affiliates vs Stock Rover comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Quick takeaways
Asset Allocation Interactive (AAI) — Research Affiliates highlights: Two expected-return models: one valuation-driven and one based on yield and growth, with the option to blend them., Interactive Portfolio Builder lets you create, save, and analyze custom portfolios., and Coverage spans more than 140 assets and model portfolios, available in six base currencies (USD, EUR, GBP, JPY, AUD, CAD). Expectations are refreshed monthly and remain free to access..
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 Asset Allocation Interactive (AAI) — Research Affiliates skips.
Asset Allocation Interactive (AAI) — Research Affiliates
interactive.researchaffiliates.com
A free interactive platform that publishes Research Affiliates’ capital market expectations each month. You can explore expected returns, correlations, and efficient frontiers across a wide set of asset classes and geographies. Excel downloads are available (though without full time-series) and charts can be exported. All results are model-based, hypothetical, and provided for informational purposes only.
Platforms
Pricing
Quick highlights
- Two expected-return models: one valuation-driven and one based on yield and growth, with the option to blend them.
- Interactive Portfolio Builder lets you create, save, and analyze custom portfolios.
- Coverage spans more than 140 assets and model portfolios, available in six base currencies (USD, EUR, GBP, JPY, AUD, CAD). Expectations are refreshed monthly and remain free to access.
- Country dashboards provide data for 41 equity markets (22 developed, 19 emerging), including GDP trends, CAPE ratios, and inflation views.
- Correlation view displays a full heat-map matrix of expected cross-asset relationships.
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, Correlation, and Valuation Models.
Where they differ
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 | Asset Allocation Interactive (AAI) — Research Affiliates | Stock Rover |
---|---|---|
Categories Which research workflows each platform targets | Shared: Data Visualizations, Correlation, Valuation Models | Shared: Data Visualizations, Correlation, Valuation Models Unique: Screeners, ETF Screeners, Stock Comparison, ETF Comparison, Monte Carlo, Portfolio, Watchlist, News, Alerts, Calendar, Dividends, Financials, Scores, 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, Bonds, Commodities, Real Estate | 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 | 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 | Highlighted | Highlighted |
Frequently Asked Questions
Which workflows do Asset Allocation Interactive (AAI) — Research Affiliates and Stock Rover both support?
Both platforms cover Data Visualizations, Correlation, and Valuation Models workflows, so you can research those use cases in either tool before digging into the feature differences below.
Do Asset Allocation Interactive (AAI) — Research Affiliates and Stock Rover require subscriptions?
Both Asset Allocation Interactive (AAI) — Research Affiliates 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 Asset Allocation Interactive (AAI) — Research Affiliates focuses on web or desktop access.
What unique strengths set the two platforms apart?
Asset Allocation Interactive (AAI) — Research Affiliates differentiates itself with Two expected-return models: one valuation-driven and one based on yield and growth, with the option to blend them., Interactive Portfolio Builder lets you create, save, and analyze custom portfolios., and Coverage spans more than 140 assets and model portfolios, available in six base currencies (USD, EUR, GBP, JPY, AUD, CAD). Expectations are refreshed monthly and remain free to access., 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.