VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

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

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.

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 logo

Asset Allocation Interactive (AAI) — Research Affiliates

interactive.researchaffiliates.com

Editor’s pick Hands-on review

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

Web

Pricing

Free

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.

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Stock Rover logo

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.

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Overlap

Shared focus areas

3 overlaps

Mutual 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

AttributeAsset Allocation Interactive (AAI) — Research AffiliatesStock 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

  • 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.
  • Efficient frontier visualization shows optimal portfolio mixes on a scatter plot.

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

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..

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.