VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Wednesday, October 29, 2025

Tool Comparison

Reflexivity vs Roic AI comparison

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

Quick takeaways

Reflexivity adds Quant, Performance Attribution, Scenario & Stress Tests, Portfolio, Backtesting, Alerts, AI, AI Chat, AI Report, and APIs & SDKs coverage that Roic AI skips.

Roic AI includes Financials, Sheets / Excel Add-ins, Splits, and Stock Handbook categories that Reflexivity omits.

Roic AI keeps a free entry point that Reflexivity lacks.

In depth comparison

Reflexivity

reflexivity.com

Reflexivity is a sales-led enterprise platform (annual subscription) designed for institutions. Deep Research features are still in beta and not enabled for all accounts. All listed data sources (S&P Global, Refinitiv, Nasdaq, Cboe, etc.) are included out of the box—no separate contracts required.

Platforms

WebAPI

Pricing

Subscription

Quick highlights

Institutional-grade AI research environment with verified data from S&P Global, Refinitiv Datastream, Nasdaq, and Cboe—all included without the need for separate data contracts.
Deep Research agent that can write and execute Python, run backtests, generate Excel models, export code and data, and produce publication-ready reports.
Document Intelligence to search and extract from SEC filings, transcripts, presentations, and central bank documents; includes OCR for charts and tables and custom ingestion for proprietary docs.
Portfolio Insights delivers real-time alerts, risk/exposure analytics, and performance attribution. Portfolios can be replicated via manual entry or file upload. The system produces over 1,500 daily insights spanning 40k+ assets, 250+ indicators, and 20 years of history.
Scenario Analysis allows backtesting and stress testing with 50+ years of historical market data. Users can model custom scenarios and view results in real time.

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Roic AI

roic.ai

Editor’s pick Hands-on review

Roic AI offers financial data, transcripts, screeners, and exports under a tiered plan structure. Free users get US-only annual financials with no downloads. Paid tiers expand to global coverage with quarterly/TTM data, Excel export, API access, and unlimited downloads. Enterprise plans unlock multi-user access, commercial API rights, and higher bandwidth. Earnings call transcripts are limited to US companies across all plans.

Platforms

WebAPI

Pricing

FreeSubscription

Quick highlights

Company pages combine business summaries with 30+ years of financial statements and earnings call transcripts.
Tiered access: Free plan gives US annuals only; Individual unlocks global coverage, quarterly and TTM data, plus Excel export; Professional adds unlimited exports, a personal-use API connection, and the Excel plugin; Enterprise allows multi-user access, unlimited API bandwidth, and commercial usage rights.
Earnings call transcripts are provided for US companies, available via the site and through API endpoints.
Powerful stock screener with filters for exchange, industry, revenue, market cap, operating margin, and more. Saved searches and export features included.
API v2 is REST-based with API key authentication. Returns JSON by default, with CSV available as an option. API and Excel plugin require a Professional or higher plan.

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Where they differ

Reflexivity

Distinct strengths include:

Quant Performance Attribution Scenario & Stress Tests Portfolio Backtesting Alerts AI AI Chat

Institutional-grade AI research environment with verified data from S&P Global, Refinitiv Datastream, Nasdaq, and Cboe—all included without the need for separate data contracts.
Deep Research agent that can write and execute Python, run backtests, generate Excel models, export code and data, and produce publication-ready reports.
Document Intelligence to search and extract from SEC filings, transcripts, presentations, and central bank documents; includes OCR for charts and tables and custom ingestion for proprietary docs.
Portfolio Insights delivers real-time alerts, risk/exposure analytics, and performance attribution. Portfolios can be replicated via manual entry or file upload. The system produces over 1,500 daily insights spanning 40k+ assets, 250+ indicators, and 20 years of history.

Roic AI

Distinct strengths include:

Financials Sheets / Excel Add-ins Splits Stock Handbook

Company pages combine business summaries with 30+ years of financial statements and earnings call transcripts.
Tiered access: Free plan gives US annuals only; Individual unlocks global coverage, quarterly and TTM data, plus Excel export; Professional adds unlimited exports, a personal-use API connection, and the Excel plugin; Enterprise allows multi-user access, unlimited API bandwidth, and commercial usage rights.
Earnings call transcripts are provided for US companies, available via the site and through API endpoints.
Powerful stock screener with filters for exchange, industry, revenue, market cap, operating margin, and more. Saved searches and export features included.

Feature-by-feature breakdown

Attribute	Reflexivity	Roic AI
Categories Which research workflows each platform targets	Shared: Screeners, News, Data APIs, Transcripts Unique: Quant, Performance Attribution, Scenario & Stress Tests, Portfolio, Backtesting, Alerts, AI, AI Chat, AI Report, APIs & SDKs	Shared: Screeners, News, Data APIs, Transcripts Unique: Financials, Sheets / Excel Add-ins, Splits, Stock Handbook
Asset types Supported asset classes and universes	Stocks, ETFs, Bonds, Commodities, Currencies	Stocks, ETFs, Closed-End Funds
Experience levels Who each product is built for	Intermediate, Advanced	Beginner, Intermediate, Advanced
Platforms Where you can access the product	Web, API	Web, API
Pricing High-level pricing models	Subscription	Free, Subscription
Key features Core capabilities called out by each vendor	Unique Institutional-grade AI research environment with verified data from S&P Global, Refinitiv Datastream, Nasdaq, and Cboe—all included without the need for separate data contracts. Deep Research agent that can write and execute Python, run backtests, generate Excel models, export code and data, and produce publication-ready reports. Document Intelligence to search and extract from SEC filings, transcripts, presentations, and central bank documents; includes OCR for charts and tables and custom ingestion for proprietary docs. Portfolio Insights delivers real-time alerts, risk/exposure analytics, and performance attribution. Portfolios can be replicated via manual entry or file upload. The system produces over 1,500 daily insights spanning 40k+ assets, 250+ indicators, and 20 years of history. Scenario Analysis allows backtesting and stress testing with 50+ years of historical market data. Users can model custom scenarios and view results in real time. Smart Screening across 40k+ global securities with thematic, fundamental, technical, and ESG filters, plus unique criteria like insider trades, government trades, and management changes.	Unique Company pages combine business summaries with 30+ years of financial statements and earnings call transcripts. Tiered access: Free plan gives US annuals only; Individual unlocks global coverage, quarterly and TTM data, plus Excel export; Professional adds unlimited exports, a personal-use API connection, and the Excel plugin; Enterprise allows multi-user access, unlimited API bandwidth, and commercial usage rights. Earnings call transcripts are provided for US companies, available via the site and through API endpoints. Powerful stock screener with filters for exchange, industry, revenue, market cap, operating margin, and more. Saved searches and export features included. API v2 is REST-based with API key authentication. Returns JSON by default, with CSV available as an option. API and Excel plugin require a Professional or higher plan. News hub and per-company news feeds are available in the UI and through an API endpoint.
Tested Verified by hands-on testing inside Find My Moat	Not yet	Yes
Editor pick Featured inside curated shortlists	Standard listing	Highlighted

Frequently Asked Questions

Which workflows do Reflexivity and Roic AI both support?

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

Which tool offers a free plan?

Roic AI offers a free entry point, while Reflexivity requires a paid subscription. Review the pricing table to see how the paid tiers compare.

How can you access Reflexivity and Roic AI?

Both Reflexivity and Roic AI 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?

Reflexivity differentiates itself with Institutional-grade AI research environment with verified data from S&P Global, Refinitiv Datastream, Nasdaq, and Cboe—all included without the need for separate data contracts., Deep Research agent that can write and execute Python, run backtests, generate Excel models, export code and data, and produce publication-ready reports., and Document Intelligence to search and extract from SEC filings, transcripts, presentations, and central bank documents; includes OCR for charts and tables and custom ingestion for proprietary docs., whereas Roic AI stands out for Company pages combine business summaries with 30+ years of financial statements and earnings call transcripts., Tiered access: Free plan gives US annuals only; Individual unlocks global coverage, quarterly and TTM data, plus Excel export; Professional adds unlimited exports, a personal-use API connection, and the Excel plugin; Enterprise allows multi-user access, unlimited API bandwidth, and commercial usage rights., and Earnings call transcripts are provided for US companies, available via the site and through API endpoints..

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