VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Monday, October 6, 2025

View DanelfinView EstimizeBack to Home

Head-to-head

Danelfin vs Estimize comparison

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

Quick takeaways

Danelfin adds Stock Ideas, Portfolio, Watchlist, Scores, and ETF Overview coverage that Estimize skips.

Estimize includes Calendar, Analyst Forecasts, and Inflation Rates categories that Danelfin omits.

Danelfin highlights: AI Score (1–10) estimates the probability of a stock or ETF outperforming the market over the next three months, based on daily analysis of ~10,000 features per stock across technical, fundamental, and sentiment data., Coverage includes U.S.-listed stocks and ETFs as well as STOXX 600 European stocks, with historical daily AI Scores available since 2017., and REST API with API key authentication and JSON output. Endpoints include rankings, filters (date, ticker, sector, industry, asset type), buy/sell track record filters, and sector/industry breakdowns..

Estimize is known for: Crowdsourced EPS and revenue estimates on a non-GAAP basis, with more than 120,000 contributors and coverage of over 3,000 stocks and 80+ macro indicators each quarter., Earnings and economic calendars (including CPI and PPI) with the ability for users to submit their own estimates., and Premium subscription provides access to the complete Estimize dataset without the need to contribute, plus advanced screening tools and customizable alerts ($99/month)..

Danelfin logo

Danelfin

danelfin.com

Hands-on review

AI-driven scoring and ranking platform for U.S.-listed stocks, ETFs, and the STOXX 600 in Europe. Offers Free, Plus, and Pro web tiers alongside API-only plans. Historical daily AI Scores are available back to 2017 for Pro/API users. Scores refresh end-of-day, typically about 15 hours after the U.S. close. CSV export and JSON API access are plan-gated.

Platforms

Web
API

Pricing

Free
Subscription

Quick highlights

  • AI Score (1–10) estimates the probability of a stock or ETF outperforming the market over the next three months, based on daily analysis of ~10,000 features per stock across technical, fundamental, and sentiment data.
  • Coverage includes U.S.-listed stocks and ETFs as well as STOXX 600 European stocks, with historical daily AI Scores available since 2017.
  • REST API with API key authentication and JSON output. Endpoints include rankings, filters (date, ticker, sector, industry, asset type), buy/sell track record filters, and sector/industry breakdowns.
  • API plans (Basic, Expert, Elite) differ by monthly call quotas and rate limits — ranging from 1,000 to 50,000 calls per month.
  • Web tiers: Free, Plus, and Pro. Plus unlocks unlimited rankings and reports, while Pro adds CSV export of scores and indicators, historical AI Scores since 2017, alpha signals, trading parameters, and price forecasts (1M/3M/6M horizons).

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Estimize logo

Estimize

estimize.com

Crowdsourced earnings and macro estimates platform. The free community tier lets you view and contribute forecasts, while Premium ($99/month) unlocks the full dataset without contributing, plus screening and alerts. Enterprise clients can access data through real-time APIs, daily FTP feeds, or Excel files. A public REST API exists for community data.

Platforms

Web
API

Pricing

Free
Subscription

Quick highlights

  • Crowdsourced EPS and revenue estimates on a non-GAAP basis, with more than 120,000 contributors and coverage of over 3,000 stocks and 80+ macro indicators each quarter.
  • Earnings and economic calendars (including CPI and PPI) with the ability for users to submit their own estimates.
  • Premium subscription provides access to the complete Estimize dataset without the need to contribute, plus advanced screening tools and customizable alerts ($99/month).
  • APIs and data delivery: a public REST API with some open endpoints, plus enterprise delivery via real-time API, daily FTP, or daily Excel files.
  • Embeddable Estimize widget available for third-party sites.

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Overlap

Shared focus areas

3 overlaps

Mutual strengths include Screeners, Alerts, and Data APIs.

Where they differ

Danelfin

Distinct strengths include:

Stock Ideas
Portfolio
Watchlist
Scores
ETF Overview
  • AI Score (1–10) estimates the probability of a stock or ETF outperforming the market over the next three months, based on daily analysis of ~10,000 features per stock across technical, fundamental, and sentiment data.
  • Coverage includes U.S.-listed stocks and ETFs as well as STOXX 600 European stocks, with historical daily AI Scores available since 2017.
  • REST API with API key authentication and JSON output. Endpoints include rankings, filters (date, ticker, sector, industry, asset type), buy/sell track record filters, and sector/industry breakdowns.
  • API plans (Basic, Expert, Elite) differ by monthly call quotas and rate limits — ranging from 1,000 to 50,000 calls per month.

Estimize

Distinct strengths include:

Calendar
Analyst Forecasts
Inflation Rates
  • Crowdsourced EPS and revenue estimates on a non-GAAP basis, with more than 120,000 contributors and coverage of over 3,000 stocks and 80+ macro indicators each quarter.
  • Earnings and economic calendars (including CPI and PPI) with the ability for users to submit their own estimates.
  • Premium subscription provides access to the complete Estimize dataset without the need to contribute, plus advanced screening tools and customizable alerts ($99/month).
  • APIs and data delivery: a public REST API with some open endpoints, plus enterprise delivery via real-time API, daily FTP, or daily Excel files.

Feature-by-feature breakdown

AttributeDanelfinEstimize
Categories

Which research workflows each platform targets

Shared: Screeners, Alerts, Data APIs

Unique: Stock Ideas, Portfolio, Watchlist, Scores, ETF Overview

Shared: Screeners, Alerts, Data APIs

Unique: Calendar, Analyst Forecasts, Inflation Rates

Asset types

Supported asset classes and universes

Stocks, ETFs

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

Pricing

High-level pricing models

Free, Subscription

Free, Subscription

Key features

Core capabilities called out by each vendor

Unique

  • AI Score (1–10) estimates the probability of a stock or ETF outperforming the market over the next three months, based on daily analysis of ~10,000 features per stock across technical, fundamental, and sentiment data.
  • Coverage includes U.S.-listed stocks and ETFs as well as STOXX 600 European stocks, with historical daily AI Scores available since 2017.
  • REST API with API key authentication and JSON output. Endpoints include rankings, filters (date, ticker, sector, industry, asset type), buy/sell track record filters, and sector/industry breakdowns.
  • API plans (Basic, Expert, Elite) differ by monthly call quotas and rate limits — ranging from 1,000 to 50,000 calls per month.
  • Web tiers: Free, Plus, and Pro. Plus unlocks unlimited rankings and reports, while Pro adds CSV export of scores and indicators, historical AI Scores since 2017, alpha signals, trading parameters, and price forecasts (1M/3M/6M horizons).
  • Portfolio management with daily email alerts on score upgrades or downgrades. Free users get one small portfolio; Plus supports multiple portfolios of up to 30 holdings each; Pro allows unlimited portfolios and holdings.

Unique

  • Crowdsourced EPS and revenue estimates on a non-GAAP basis, with more than 120,000 contributors and coverage of over 3,000 stocks and 80+ macro indicators each quarter.
  • Earnings and economic calendars (including CPI and PPI) with the ability for users to submit their own estimates.
  • Premium subscription provides access to the complete Estimize dataset without the need to contribute, plus advanced screening tools and customizable alerts ($99/month).
  • APIs and data delivery: a public REST API with some open endpoints, plus enterprise delivery via real-time API, daily FTP, or daily Excel files.
  • Embeddable Estimize widget available for third-party sites.
  • Gamified forecasting with leagues, rankings, and leaderboards to measure analyst accuracy.
Tested

Verified by hands-on testing inside Find My Moat

Yes

Not yet

Editor pick

Featured inside curated shortlists

Standard listing

Standard listing

Frequently Asked Questions

Which workflows do Danelfin and Estimize both support?

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

Do Danelfin and Estimize require subscriptions?

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

How can you access Danelfin and Estimize?

Both Danelfin and Estimize 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?

Danelfin differentiates itself with AI Score (1–10) estimates the probability of a stock or ETF outperforming the market over the next three months, based on daily analysis of ~10,000 features per stock across technical, fundamental, and sentiment data., Coverage includes U.S.-listed stocks and ETFs as well as STOXX 600 European stocks, with historical daily AI Scores available since 2017., and REST API with API key authentication and JSON output. Endpoints include rankings, filters (date, ticker, sector, industry, asset type), buy/sell track record filters, and sector/industry breakdowns., whereas Estimize stands out for Crowdsourced EPS and revenue estimates on a non-GAAP basis, with more than 120,000 contributors and coverage of over 3,000 stocks and 80+ macro indicators each quarter., Earnings and economic calendars (including CPI and PPI) with the ability for users to submit their own estimates., and Premium subscription provides access to the complete Estimize dataset without the need to contribute, plus advanced screening tools and customizable alerts ($99/month)..

Keep exploring

Stay on top of related tools

Browse the categories and profiles that overlap most with this comparison to round out your shortlist.

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.