Snowball Analytics adds Backtesting, Dividend Tax / ADR Withholding, Calendar, Splits, News, Performance Attribution, and Compounding Calculator coverage that Ziggma skips.
VOL. XCIV, NO. 247
★ A CURATED DIRECTORY OF FINANCIAL TOOLS ★
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Thursday, December 11, 2025
Tool Comparison
Snowball Analytics vs Ziggma comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Quick takeaways
Ziggma includes Stock Ideas, Screeners, ETF Screeners, Scores, ESG Ratings, Alerts, Education, and Blogs categories that Snowball Analytics omits.
Snowball Analytics ships a mobile app. Ziggma is web/desktop only.
In depth comparison
Snowball Analytics
snowball-analytics.com
Dividend-focused, EU-based portfolio tracker for retail investors. Automates multi-broker data import via Yodlee/SnapTrade and supports global multi-asset, multi-currency portfolios with strong dividend analytics and basic backtesting. Backtests, long fundamentals history, larger screener universe and higher portfolio limits are reserved for Investor/Expert plans.
Categories
Platforms
Pricing
Quick highlights
- Dividend-focused global portfolio tracker that consolidates multiple brokerage accounts, custom assets and cash into one view, including composite “My Net Worth” portfolios for combined analytics.
- Supports wide asset coverage including stocks, ETFs, mutual funds, REITs, bonds, digital currencies, precious metals and custom assets such as real estate and alternative investments, across 60–70+ global exchanges and 25–30+ currencies.
- Flexible data import via 1,000+ broker connections through Yodlee/SnapTrade, broker statement/CSV uploads and manual entry (including a simplified “holdings only” mode), with nightly sync and manual refresh controls.
- User-defined category system and target allocations help plan strategy, structure portfolios and power a rebalancing tool that suggests trades to keep allocations on target.
- Dashboards and analytics compute portfolio value, invested capital, total profit (including dividends, realized P&L, fees and dividend taxes), IRR and multi-period performance, with breakdowns by asset class, sector, region and currency.
Community votes (overall)
Ziggma
ziggma.com
Broker‑agnostic, web‑based portfolio tracker and fundamental research platform for self‑directed, long‑term investors, combining multi‑account aggregation, Ziggma Stock Scores, dividend and impact analytics, Smart Alerts and a portfolio simulator. Account aggregation uses Plaid and Snaptrade via OAuth and encrypts all holdings data on US‑based AWS infrastructure; Ziggma never sees login credentials. Stock Scores and the Top 50 list unlock on Starter, while Smart Alerts, Portfolio Optimizer and Model & Guru portfolios require Investor or Expert; Expert raises brokerage links and virtual portfolios to unlimited, and all paid tiers include a 7‑day free trial.
Categories
Platforms
Pricing
Quick highlights
- Broker‑agnostic web portfolio tracker that consolidates multiple brokerage, IRA and 401(k) accounts into a single dashboard with performance, allocation, income and risk analytics for individual and combined portfolios.
- Secure account linking to 10,000+ banks and brokers (including Fidelity, Schwab, Robinhood, Webull, Coinbase and many plan sponsors) via Plaid and Snaptrade using OAuth; Ziggma never sees or stores login credentials and encrypts holdings data.
- Dividend Tracker that aggregates cash flows and forward income across all linked accounts, monitors portfolio yield and payment timing, and lets users drill into income by holding.
- Algorithm‑powered Ziggma Stock Scores—daily updated, fully fundamentals‑driven 0–100 ratings based on dozens of indicators for growth, profitability, valuation and financial strength for all US stocks above $100m market cap—plus a Top 50 list of high‑scoring stocks in fast‑growing industries.
- High‑performance stock and ETF screener with intuitive sliders and presets, including ESG/impact filters (climate leaders, circular economy, Sharia‑compliant) and technical/momentum criteria like 52‑week highs.
Community votes (overall)
Where they differ
Snowball Analytics
Distinct strengths include:
- Dividend-focused global portfolio tracker that consolidates multiple brokerage accounts, custom assets and cash into one view, including composite “My Net Worth” portfolios for combined analytics.
- Supports wide asset coverage including stocks, ETFs, mutual funds, REITs, bonds, digital currencies, precious metals and custom assets such as real estate and alternative investments, across 60–70+ global exchanges and 25–30+ currencies.
- Flexible data import via 1,000+ broker connections through Yodlee/SnapTrade, broker statement/CSV uploads and manual entry (including a simplified “holdings only” mode), with nightly sync and manual refresh controls.
- User-defined category system and target allocations help plan strategy, structure portfolios and power a rebalancing tool that suggests trades to keep allocations on target.
Ziggma
Distinct strengths include:
- Broker‑agnostic web portfolio tracker that consolidates multiple brokerage, IRA and 401(k) accounts into a single dashboard with performance, allocation, income and risk analytics for individual and combined portfolios.
- Secure account linking to 10,000+ banks and brokers (including Fidelity, Schwab, Robinhood, Webull, Coinbase and many plan sponsors) via Plaid and Snaptrade using OAuth; Ziggma never sees or stores login credentials and encrypts holdings data.
- Dividend Tracker that aggregates cash flows and forward income across all linked accounts, monitors portfolio yield and payment timing, and lets users drill into income by holding.
- Algorithm‑powered Ziggma Stock Scores—daily updated, fully fundamentals‑driven 0–100 ratings based on dozens of indicators for growth, profitability, valuation and financial strength for all US stocks above $100m market cap—plus a Top 50 list of high‑scoring stocks in fast‑growing industries.
Feature-by-feature breakdown
| Attribute | Snowball Analytics | Ziggma |
|---|---|---|
Categories Which research workflows each platform targets | Shared: Portfolio, Watchlist, Dividend, Dividends, Financials, Risk Metrics, Broker Connectors Unique: Backtesting, Dividend Tax / ADR Withholding, Calendar, Splits, News, Performance Attribution, Compounding Calculator | Shared: Portfolio, Watchlist, Dividend, Dividends, Financials, Risk Metrics, Broker Connectors Unique: Stock Ideas, Screeners, ETF Screeners, Scores, ESG Ratings, Alerts, Education, Blogs |
Asset types Supported asset classes and universes | Stocks, ETFs, Mutual Funds, Bonds, Commodities, Currencies, Cryptos, Real Estate, Funds, Other | Stocks, ETFs, Mutual Funds, Bonds, Cryptos |
Experience levels Who each product is built for | Beginner, Intermediate, Advanced | Beginner, Intermediate, Advanced |
Platforms Where you can access the product | Web, Mobile | Web |
Pricing High-level pricing models | Free, Subscription | Free, Subscription |
Key features Core capabilities called out by each vendor | Unique
| Unique
|
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 Snowball Analytics and Ziggma both support?
Both platforms cover Portfolio, Watchlist, Dividend, Dividends, Financials, Risk Metrics, and Broker Connectors workflows, so you can research those use cases in either tool before digging into the feature differences below.
Do Snowball Analytics and Ziggma require subscriptions?
Both Snowball Analytics and Ziggma 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 Ziggma focuses on web or desktop access.
What unique strengths set the two platforms apart?
Snowball Analytics differentiates itself with Dividend-focused global portfolio tracker that consolidates multiple brokerage accounts, custom assets and cash into one view, including composite “My Net Worth” portfolios for combined analytics., Supports wide asset coverage including stocks, ETFs, mutual funds, REITs, bonds, digital currencies, precious metals and custom assets such as real estate and alternative investments, across 60–70+ global exchanges and 25–30+ currencies., and Flexible data import via 1,000+ broker connections through Yodlee/SnapTrade, broker statement/CSV uploads and manual entry (including a simplified “holdings only” mode), with nightly sync and manual refresh controls., whereas Ziggma stands out for Broker‑agnostic web portfolio tracker that consolidates multiple brokerage, IRA and 401(k) accounts into a single dashboard with performance, allocation, income and risk analytics for individual and combined portfolios., Secure account linking to 10,000+ banks and brokers (including Fidelity, Schwab, Robinhood, Webull, Coinbase and many plan sponsors) via Plaid and Snaptrade using OAuth; Ziggma never sees or stores login credentials and encrypts holdings data., and Dividend Tracker that aggregates cash flows and forward income across all linked accounts, monitors portfolio yield and payment timing, and lets users drill into income by holding..
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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.