VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Sunday, November 30, 2025

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Tool Comparison

Fiscal.ai vs Snowball Analytics comparison

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

Quick takeaways

Fiscal.ai adds Stock Comparison, Data Visualizations, Investor Holdings, ETF Overview, ETF Performance, ETF Holdings, ETF Fundamentals, ETF Valuation, Valuation Models, Insider Data, Institutional Data, 13F, Improved Filings, Transcripts, Analyst Forecasts, Analyst Recommendations, Analyst Price Targets, Alerts, Data APIs, APIs & SDKs, Webhooks, AI, AI Chat, AI Business Summary, AI Earnings Summary, AI Filings Summary, AI Report, Blogs, Newsletters, and Education coverage that Snowball Analytics skips.

Snowball Analytics includes Backtesting, Dividend, Scores, and Broker Connectors categories that Fiscal.ai omits.

Snowball Analytics offers mobile access, which Fiscal.ai skips.

In depth comparison

Fiscal.ai logo

Fiscal.ai

fiscal.ai

Editor’s pick Hands-on review

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.

Platforms

WebAPI

Pricing

FreeSubscription

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.

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Snowball Analytics logo

Snowball Analytics

snowball-analytics.com

Portfolio & dividend tracker with multi-currency support and broker syncing via Yodlee/SnapTrade. Dividend Rating (13-factor score), dividend/ex‑div calendars, rebalancing by categories, benchmarking (indices or any asset on paid tiers), and 30+ years backtests. Quotes are delayed; site explicitly notes data is not necessarily real‑time. Mobile apps on iOS/Android.

Platforms

WebMobile

Pricing

FreeSubscription

Quick highlights

  • Automatic dividend tracking, dividend & ex‑dividend calendars, and forward income forecasting.
  • Dividend Rating (proprietary 0–100 score across 13 fundamental criteria) and a Top Dividend Stocks screener.
  • Portfolio rebalancing based on target categories; one‑click buy/sell suggestions.
  • Benchmarking vs major indices on lower tiers; benchmark to any asset on higher tiers.
  • Backtests for portfolio ideas (10 years on lower tiers; 30+ years on Investor/Expert).

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Where they differ

Fiscal.ai

Distinct strengths include:

Stock ComparisonData VisualizationsInvestor HoldingsETF OverviewETF PerformanceETF HoldingsETF FundamentalsETF Valuation
  • 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.

Snowball Analytics

Distinct strengths include:

BacktestingDividendScoresBroker Connectors
  • Automatic dividend tracking, dividend & ex‑dividend calendars, and forward income forecasting.
  • Dividend Rating (proprietary 0–100 score across 13 fundamental criteria) and a Top Dividend Stocks screener.
  • Portfolio rebalancing based on target categories; one‑click buy/sell suggestions.
  • Benchmarking vs major indices on lower tiers; benchmark to any asset on higher tiers.

Feature-by-feature breakdown

AttributeFiscal.aiSnowball Analytics
Categories

Which research workflows each platform targets

Shared: Screeners, Portfolio, Watchlist, Financials, Dividends, News, Calendar, Splits

Unique: Stock Comparison, Data Visualizations, Investor Holdings, ETF Overview, ETF Performance, ETF Holdings, ETF Fundamentals, ETF Valuation, Valuation Models, Insider Data, Institutional Data, 13F, Improved Filings, Transcripts, Analyst Forecasts, Analyst Recommendations, Analyst Price Targets, Alerts, Data APIs, APIs & SDKs, Webhooks, AI, AI Chat, AI Business Summary, AI Earnings Summary, AI Filings Summary, AI Report, Blogs, Newsletters, Education

Shared: Screeners, Portfolio, Watchlist, Financials, Dividends, News, Calendar, Splits

Unique: Backtesting, Dividend, Scores, Broker Connectors

Asset types

Supported asset classes and universes

Stocks, ETFs, Mutual Funds, Funds

Stocks, ETFs, Mutual Funds, Bonds, Cryptos, Real Estate

Experience levels

Who each product is built for

Beginner, Intermediate, Advanced

Beginner, Intermediate, Advanced

Platforms

Where you can access the product

Web, API

Web, Mobile

Pricing

High-level pricing models

Free, Subscription

Free, Subscription

Key features

Core capabilities called out by each vendor

Unique

  • 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.
  • Ownership & flow data, including insider transactions, institutional holders, 13F data and curated ‘Super Investors’ views and hedge fund letters.

Unique

  • Automatic dividend tracking, dividend & ex‑dividend calendars, and forward income forecasting.
  • Dividend Rating (proprietary 0–100 score across 13 fundamental criteria) and a Top Dividend Stocks screener.
  • Portfolio rebalancing based on target categories; one‑click buy/sell suggestions.
  • Benchmarking vs major indices on lower tiers; benchmark to any asset on higher tiers.
  • Backtests for portfolio ideas (10 years on lower tiers; 30+ years on Investor/Expert).
  • Multi‑portfolio analytics, watchlists, model & public portfolios.
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 Snowball Analytics both support?

Both platforms cover Screeners, Portfolio, Watchlist, Financials, Dividends, News, Calendar, and Splits workflows, so you can research those use cases in either tool before digging into the feature differences below.

Do Fiscal.ai and Snowball Analytics require subscriptions?

Both Fiscal.ai and Snowball Analytics keep freemium access with optional paid upgrades, so you can trial each platform before committing.

Which tool has mobile access?

Snowball Analytics ships a dedicated mobile experience, while Fiscal.ai focuses on web or desktop access.

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 Snowball Analytics stands out for Automatic dividend tracking, dividend & ex‑dividend calendars, and forward income forecasting., Dividend Rating (proprietary 0–100 score across 13 fundamental criteria) and a Top Dividend Stocks screener., and Portfolio rebalancing based on target categories; one‑click buy/sell suggestions..

Keep exploring

Keep exploring

Stay on top of related tools

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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.