VOL. XCIV, NO. 247

★ A CURATED DIRECTORY OF FINANCIAL TOOLS ★

PRICE: 5 CENTS

Sunday, December 14, 2025

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Tool Comparison

Dune vs QuickFS comparison

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

Quick takeaways

Dune adds On-chain Analytics, DEX / DeFi, Wallet / Address Monitoring, NFT Markets, Custom Dashboards, Alerts, Webhooks, Education, Videos, and Blogs coverage that QuickFS skips.

QuickFS includes Financials, and Sheets / Excel Add-ins categories that Dune omits.

In depth comparison

Dune logo

Dune

dune.com

Community‑driven onchain data platform for SQL‑based dashboards, APIs and real‑time data across 100+ blockchains. Uses a usage‑based credit system (Free, Analyst, Plus, Enterprise) where query compute and API usage consume credits. CSV downloads are limited to higher‑tier plans (Plus / legacy Premium) and private data uploads require a premium‑tier plan.

Platforms

WebAPI

Pricing

FreeSubscription

Quick highlights

  • Web-based onchain analytics studio to query decoded blockchain data with SQL and build interactive dashboards across EVM and non‑EVM chains.
  • Analytics Hub surfaces include a query editor, visualization builder, dashboards, Dune AI, upload-data flows, search and alerts so analysts can go from raw onchain tables to shareable insights in one place.
  • Dashboards support multiple visualization types plus markdown/text widgets where you can embed images or GIFs, lay out tiles, and add widgets directly from the query editor.
  • Alerts run on scheduled queries and can deliver notifications by email or via webhooks (including Slack) whenever the query executes, making it easier to monitor custom onchain conditions.
  • Upload Data lets you import CSV files into Dune, query them like any other table, and optionally keep uploads private on premium plans; updates can be pushed via the API.

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QuickFS logo

QuickFS

quickfs.net

Global fundamentals platform focused on long‑history financial statements and ratios. Free tier gives on‑site annual data (10y). Premium and API unlock 20‑year histories, quarterly/TTM, bulk CSV/Excel exports, and programmatic access. Strong for modeling, valuation and screening in Excel or via REST; does not offer broker sync, risk, or options analytics.

Platforms

WebAPIDesktop

Pricing

FreeSubscription

Quick highlights

  • 20‑year history for 200+ standardized metrics and statements across 40,000+ international stocks.
  • Excel add‑in with =QFS("ticker","metric","period") to pull data directly into models (Mac/Windows/Excel Online).
  • Public REST API for fundamentals, market data, and company metadata; batch requests supported.
  • One‑click Excel/CSV exports and bulk database downloads (full‑universe CSV files).
  • Ticker format with country suffix (e.g., AAPL:US) and global coverage across U.S., Canada, Europe, Australia, and more.

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Where they differ

Dune

Distinct strengths include:

On-chain AnalyticsDEX / DeFiWallet / Address MonitoringNFT MarketsCustom DashboardsAlertsWebhooksEducation
  • Web-based onchain analytics studio to query decoded blockchain data with SQL and build interactive dashboards across EVM and non‑EVM chains.
  • Analytics Hub surfaces include a query editor, visualization builder, dashboards, Dune AI, upload-data flows, search and alerts so analysts can go from raw onchain tables to shareable insights in one place.
  • Dashboards support multiple visualization types plus markdown/text widgets where you can embed images or GIFs, lay out tiles, and add widgets directly from the query editor.
  • Alerts run on scheduled queries and can deliver notifications by email or via webhooks (including Slack) whenever the query executes, making it easier to monitor custom onchain conditions.

QuickFS

Distinct strengths include:

FinancialsSheets / Excel Add-ins
  • 20‑year history for 200+ standardized metrics and statements across 40,000+ international stocks.
  • Excel add‑in with =QFS("ticker","metric","period") to pull data directly into models (Mac/Windows/Excel Online).
  • Public REST API for fundamentals, market data, and company metadata; batch requests supported.
  • One‑click Excel/CSV exports and bulk database downloads (full‑universe CSV files).

Feature-by-feature breakdown

AttributeDuneQuickFS
Categories

Which research workflows each platform targets

Shared: Data Visualizations, Data APIs, APIs & SDKs

Unique: On-chain Analytics, DEX / DeFi, Wallet / Address Monitoring, NFT Markets, Custom Dashboards, Alerts, Webhooks, Education, Videos, Blogs

Shared: Data Visualizations, Data APIs, APIs & SDKs

Unique: Financials, Sheets / Excel Add-ins

Asset types

Supported asset classes and universes

Cryptos

Stocks

Experience levels

Who each product is built for

Beginner, Intermediate, Advanced

Beginner, Intermediate, Advanced

Platforms

Where you can access the product

Web, API

Web, API, Desktop

Pricing

High-level pricing models

Free, Subscription

Free, Subscription

Key features

Core capabilities called out by each vendor

Unique

  • Web-based onchain analytics studio to query decoded blockchain data with SQL and build interactive dashboards across EVM and non‑EVM chains.
  • Analytics Hub surfaces include a query editor, visualization builder, dashboards, Dune AI, upload-data flows, search and alerts so analysts can go from raw onchain tables to shareable insights in one place.
  • Dashboards support multiple visualization types plus markdown/text widgets where you can embed images or GIFs, lay out tiles, and add widgets directly from the query editor.
  • Alerts run on scheduled queries and can deliver notifications by email or via webhooks (including Slack) whenever the query executes, making it easier to monitor custom onchain conditions.
  • Upload Data lets you import CSV files into Dune, query them like any other table, and optionally keep uploads private on premium plans; updates can be pushed via the API.
  • Analytics APIs expose the same datasets that power dashboards over REST, letting you execute saved queries, fetch results as JSON or CSV, and integrate via Trino/dbt connectors or other tools.

Unique

  • 20‑year history for 200+ standardized metrics and statements across 40,000+ international stocks.
  • Excel add‑in with =QFS("ticker","metric","period") to pull data directly into models (Mac/Windows/Excel Online).
  • Public REST API for fundamentals, market data, and company metadata; batch requests supported.
  • One‑click Excel/CSV exports and bulk database downloads (full‑universe CSV files).
  • Ticker format with country suffix (e.g., AAPL:US) and global coverage across U.S., Canada, Europe, Australia, and more.
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Featured inside curated shortlists

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Frequently Asked Questions

Which workflows do Dune and QuickFS both support?

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

Do Dune and QuickFS require subscriptions?

Both Dune and QuickFS keep freemium access with optional paid upgrades, so you can trial each platform before committing.

How can you access Dune and QuickFS?

Both Dune and QuickFS 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?

Dune differentiates itself with Web-based onchain analytics studio to query decoded blockchain data with SQL and build interactive dashboards across EVM and non‑EVM chains., Analytics Hub surfaces include a query editor, visualization builder, dashboards, Dune AI, upload-data flows, search and alerts so analysts can go from raw onchain tables to shareable insights in one place., and Dashboards support multiple visualization types plus markdown/text widgets where you can embed images or GIFs, lay out tiles, and add widgets directly from the query editor., whereas QuickFS stands out for 20‑year history for 200+ standardized metrics and statements across 40,000+ international stocks., Excel add‑in with =QFS("ticker","metric","period") to pull data directly into models (Mac/Windows/Excel Online)., and Public REST API for fundamentals, market data, and company metadata; batch requests supported..

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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.