Fiscal.ai adds Screeners, Stock Comparison, Data Visualizations, Portfolio, Watchlist, Investor Holdings, ETF Overview, ETF Performance, ETF Holdings, ETF Fundamentals, ETF Valuation, Financials, Valuation Models, Dividends, Insider Data, Institutional Data, 13F, Improved Filings, Transcripts, Analyst Forecasts, Analyst Recommendations, Analyst Price Targets, News, Alerts, Calendar, Splits, Data APIs, APIs & SDKs, Webhooks, AI Chat, AI Business Summary, AI Earnings Summary, AI Filings Summary, AI Report, Blogs, Newsletters, and Education coverage that Variant skips.
VOL. XCIV, NO. 247
★ FINANCIAL TOOLS & SERVICES DIRECTORY ★
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Wednesday, December 3, 2025
Tool Comparison
Fiscal.ai vs Variant comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Quick takeaways
Variant includes Stock Ideas, Market Sentiment, and Forums categories that Fiscal.ai omits.
Fiscal.ai has a free tier, while Variant requires a paid plan.
In depth comparison
Fiscal.ai
fiscal.ai
All‑in‑one AI‑powered fundamental research terminal and institutional‑grade data API for global equities, ETFs & funds. Combines deep financials, segments & KPIs, ownership/13F data, IR content, analyst estimates, screeners, dashboards and an AI Copilot into a single workflow. Enterprise and API tiers target professional investors and fintechs with long history, auditability back to filings, and SOC2 Type II security.
Categories
Platforms
Pricing
Quick highlights
- Modern web-based research terminal with dashboards, customizable watchlists, portfolio stats, and fundamental charting for 100,000+ global stocks, ETFs, and funds.
- Deep fundamental coverage: 10–20+ years of annual and 6–40+ quarters of quarterly financials by plan, with ratios, common-size statements, and adjusted metrics.
- Rich segment & KPI database across ~2,300 large-cap names, including company-specific business KPIs that are hard to aggregate manually.
- AI Copilot for conversational research, capable of summarizing earnings, screening for ideas, comparing peers, and explaining drivers with citations back to sources.
- Integrated analyst estimates, revisions, ratings, and price targets, linked to standardized and adjusted metrics for easier model building.
Community votes (overall)
Variant
variantinsights.com
Invite- and approval-based platform for professional and student investors. Variant combines an AI-powered “Catalyst Finder” with buyside discussions and a predictions marketplace focused on public-company outcomes and earnings sentiment. All content is user-generated (never investment advice), with strict prohibitions against material non-public information. Access is available via professional approval, student programs at select universities, or invite-only flows.
Categories
Platforms
Pricing
Quick highlights
- AI Catalyst Finder scans filings, transcripts, and other documents to surface potential catalysts in public-company situations.
- Buyside discussion area with differentiated views and thousands of investor comments.
- Predictions marketplace where users forecast outcomes and track sentiment on upcoming earnings events.
- Structured prediction markets focused on company-specific outcomes and event-driven scenarios.
- Access models include professional approval-based signup, student signup at partner universities, and invite-only admission.
Community votes (overall)
Where they differ
Fiscal.ai
Distinct strengths include:
- Modern web-based research terminal with dashboards, customizable watchlists, portfolio stats, and fundamental charting for 100,000+ global stocks, ETFs, and funds.
- Deep fundamental coverage: 10–20+ years of annual and 6–40+ quarters of quarterly financials by plan, with ratios, common-size statements, and adjusted metrics.
- Rich segment & KPI database across ~2,300 large-cap names, including company-specific business KPIs that are hard to aggregate manually.
- AI Copilot for conversational research, capable of summarizing earnings, screening for ideas, comparing peers, and explaining drivers with citations back to sources.
Variant
Distinct strengths include:
- AI Catalyst Finder scans filings, transcripts, and other documents to surface potential catalysts in public-company situations.
- Buyside discussion area with differentiated views and thousands of investor comments.
- Predictions marketplace where users forecast outcomes and track sentiment on upcoming earnings events.
- Structured prediction markets focused on company-specific outcomes and event-driven scenarios.
Feature-by-feature breakdown
| Attribute | Fiscal.ai | Variant |
|---|---|---|
Categories Which research workflows each platform targets | Shared: AI Unique: Screeners, Stock Comparison, Data Visualizations, Portfolio, Watchlist, Investor Holdings, ETF Overview, ETF Performance, ETF Holdings, ETF Fundamentals, ETF Valuation, Financials, Valuation Models, Dividends, Insider Data, Institutional Data, 13F, Improved Filings, Transcripts, Analyst Forecasts, Analyst Recommendations, Analyst Price Targets, News, Alerts, Calendar, Splits, Data APIs, APIs & SDKs, Webhooks, AI Chat, AI Business Summary, AI Earnings Summary, AI Filings Summary, AI Report, Blogs, Newsletters, Education | Shared: AI Unique: Stock Ideas, Market Sentiment, Forums |
Asset types Supported asset classes and universes | Stocks, ETFs, Mutual Funds, Funds | Stocks |
Experience levels Who each product is built for | Beginner, Intermediate, Advanced | Intermediate, Advanced |
Platforms Where you can access the product | Web, API | Web |
Pricing High-level pricing models | Free, Subscription | Other |
Key features Core capabilities called out by each vendor | Unique
| Unique
|
Tested Verified by hands-on testing inside Find My Moat | Yes | Not yet |
Editor pick Featured inside curated shortlists | Highlighted | Standard listing |
Frequently Asked Questions
Which workflows do Fiscal.ai and Variant both support?
Both platforms cover AI workflows, so you can research those use cases in either tool before digging into the feature differences below.
Which tool offers a free plan?
Fiscal.ai offers a free entry point, while Variant requires a paid subscription. Review the pricing table to see how the paid tiers compare.
How can you access Fiscal.ai and Variant?
Both Fiscal.ai and Variant 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?
Fiscal.ai differentiates itself with Modern web-based research terminal with dashboards, customizable watchlists, portfolio stats, and fundamental charting for 100,000+ global stocks, ETFs, and funds., Deep fundamental coverage: 10–20+ years of annual and 6–40+ quarters of quarterly financials by plan, with ratios, common-size statements, and adjusted metrics., and Rich segment & KPI database across ~2,300 large-cap names, including company-specific business KPIs that are hard to aggregate manually., whereas Variant stands out for AI Catalyst Finder scans filings, transcripts, and other documents to surface potential catalysts in public-company situations., Buyside discussion area with differentiated views and thousands of investor comments., and Predictions marketplace where users forecast outcomes and track sentiment on upcoming earnings events..
Keep exploring
Keep exploring
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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.