VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Thursday, December 4, 2025

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Tool Comparison

IBISWorld vs Reflexivity comparison

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

Quick takeaways

IBISWorld adds Scores, Blogs, and Custom Dashboards coverage that Reflexivity skips.

Reflexivity includes Screeners, Quant, Performance Attribution, Scenario & Stress Tests, Portfolio, Backtesting, Alerts, News, Transcripts, AI, AI Report, and APIs & SDKs categories that IBISWorld omits.

In depth comparison

IBISWorld

ibisworld.com

Subscription-based industry research platform with options to purchase single reports. Full industry reports (30–40 pages) are downloadable as PDF, while Key Statistics tables can be exported to Excel. API access requires an API-enabled account and uses OAuth2 with documented rate limits. Add-ons include custom dashboards, a Salesforce app, and specialized Excel-based tools. AI features are delivered through Phil, a chat assistant trained on IBISWorld data.

Platforms

WebAPI

Pricing

SubscriptionOne-time

Quick highlights

Industry Research Reports (30–40 pages) across multiple countries, with PDF downloads and Key Statistics exportable to Excel.
Business Environment Profiles with proprietary forecasts across hundreds of economic indicators.
Industry Risk Ratings and an Early Warning System to assess forward-looking industry risk.
REST API (OAuth2) for retrieving full reports or sections, with rate limits (10 requests/sec, 100/min, 5,000/hr).
Phil AI — an assistant trained on IBISWorld content, linking directly to report sections for context.

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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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Where they differ

IBISWorld

Distinct strengths include:

Scores Blogs Custom Dashboards

Industry Research Reports (30–40 pages) across multiple countries, with PDF downloads and Key Statistics exportable to Excel.
Business Environment Profiles with proprietary forecasts across hundreds of economic indicators.
Industry Risk Ratings and an Early Warning System to assess forward-looking industry risk.
REST API (OAuth2) for retrieving full reports or sections, with rate limits (10 requests/sec, 100/min, 5,000/hr).

Reflexivity

Distinct strengths include:

Screeners Quant Performance Attribution Scenario & Stress Tests Portfolio Backtesting Alerts News

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.

Feature-by-feature breakdown

Attribute	IBISWorld	Reflexivity
Categories Which research workflows each platform targets	Shared: Data APIs, AI Chat Unique: Scores, Blogs, Custom Dashboards	Shared: Data APIs, AI Chat Unique: Screeners, Quant, Performance Attribution, Scenario & Stress Tests, Portfolio, Backtesting, Alerts, News, Transcripts, AI, AI Report, APIs & SDKs
Asset types Supported asset classes and universes	Other	Stocks, ETFs, Bonds, Commodities, Currencies
Experience levels Who each product is built for	Beginner, Intermediate, Advanced	Intermediate, Advanced
Platforms Where you can access the product	Web, API	Web, API
Pricing High-level pricing models	Subscription, One-time	Subscription
Key features Core capabilities called out by each vendor	Unique Industry Research Reports (30–40 pages) across multiple countries, with PDF downloads and Key Statistics exportable to Excel. Business Environment Profiles with proprietary forecasts across hundreds of economic indicators. Industry Risk Ratings and an Early Warning System to assess forward-looking industry risk. REST API (OAuth2) for retrieving full reports or sections, with rate limits (10 requests/sec, 100/min, 5,000/hr). Phil AI — an assistant trained on IBISWorld content, linking directly to report sections for context. Single-report purchase options, such as US Industry Research Reports (~$1,095) or Spotlight Reports (~$745).	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.
Tested Verified by hands-on testing inside Find My Moat	Not yet	Not yet
Editor pick Featured inside curated shortlists	Standard listing	Standard listing

Frequently Asked Questions

Which workflows do IBISWorld and Reflexivity both support?

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

Do IBISWorld and Reflexivity require subscriptions?

Neither platform maintains a free tier. Budget for a subscription to unlock the research coverage highlighted in this comparison.

How can you access IBISWorld and Reflexivity?

Both IBISWorld and Reflexivity 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?

IBISWorld differentiates itself with Industry Research Reports (30–40 pages) across multiple countries, with PDF downloads and Key Statistics exportable to Excel., Business Environment Profiles with proprietary forecasts across hundreds of economic indicators., and Industry Risk Ratings and an Early Warning System to assess forward-looking industry risk., whereas Reflexivity stands out for 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..

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