VOL. XCIV, NO. 247

★ FINANCIAL TOOLS & SERVICES DIRECTORY ★

PRICE: 5 CENTS

Sunday, October 19, 2025

View CalcbenchView Trackly Home My Collections

Head-to-head

Calcbench vs Trackly comparison

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

Quick takeaways

Calcbench adds Financials, Improved Filings, Flags, Management Compensation, Acquisitions, Ticker Changes, Data APIs, Sheets / Excel Add-ins, and Blogs coverage that Trackly skips.

Trackly includes Alerts, and Webhooks categories that Calcbench omits.

Calcbench highlights: As‑reported financials with drill‑through ‘Trace to source’ into the filing; multi‑company time‑series and standardized metrics., Interactive disclosures/footnotes search across 10‑K/10‑Q (and other docs); segment & geographic breakouts., and Earnings press‑release data within minutes of wire: GAAP, non‑GAAP, guidance, KPIs; model‑ready via Excel or API..

Trackly is known for: Visual change summaries in email (diff highlights) with interactive compare UI., Noise filtering via “Ignore small changes” for counts, relative dates, paging, etc., and Track just part of a page using a CSS selector (partial‑section monitoring)..

Calcbench logo

Calcbench

calcbench.com

SEC-filings and earnings‑release data platform built for analysts. Coverage includes as‑reported financial statements, footnotes/disclosures text, segments & breakouts, earnings press‑release numerics (incl. non‑GAAP and guidance), proxies, 8‑Ks, and SEC comment letters. ‘Trace’ any number back to the source filing. Point‑in‑time fundamentals with publication timestamps are available for backtests. Excel (Windows) add‑in is full‑featured; Office 365 (Mac/Web) and Google Sheets add‑ins are lighter. API access is separate from standard subscriptions.

Platforms

Web
Desktop
API

Pricing

Free
Subscription

Quick highlights

  • As‑reported financials with drill‑through ‘Trace to source’ into the filing; multi‑company time‑series and standardized metrics.
  • Interactive disclosures/footnotes search across 10‑K/10‑Q (and other docs); segment & geographic breakouts.
  • Earnings press‑release data within minutes of wire: GAAP, non‑GAAP, guidance, KPIs; model‑ready via Excel or API.
  • Point‑in‑time fundamentals: standardized metrics stamped with first‑available timestamps to avoid look‑ahead bias.
  • Auditor & auditor‑fee dataset with flags; M&A purchase‑price‑allocation dataset.

Community votes (overall)

0% upvotes 0% downvotes
You haven't voted yet
View full profileVisit site
Trackly logo

Trackly

trackly.io

Website & PDF change‑detection for business users (legal, banking, competitive intel). Features include visual diffs in email, partial‑page CSS selection, noise filtering (“Ignore small changes”), hourly/daily/weekly schedules, bulk CSV/Excel import, team workflows, and enterprise‑grade unblocking. An authenticated REST API and change‑notification webhook are available on paid plans/enterprise. Not a finance‑data provider per se; commonly used to watch IR pages, regulators, central banks, fee/terms pages, and other sources relevant to investing workflows. Pricing shows 30‑day trial and a free plan (3 tracks). Enterprise starts “from $229/mo” (annual) with 10 seats; support articles mention up to ~2,000–5,000+ tracks depending on quote. No native broker/data integrations disclosed.

Platforms

Web
API

Pricing

Free
Subscription

Quick highlights

  • Visual change summaries in email (diff highlights) with interactive compare UI.
  • Noise filtering via “Ignore small changes” for counts, relative dates, paging, etc.
  • Track just part of a page using a CSS selector (partial‑section monitoring).
  • Schedules: hourly, daily, or weekly checks; multiple recipients per track.
  • Bulk import (CSV/Excel) and assisted onboarding for large lists.

Community votes (overall)

0% upvotes 0% downvotes
You haven't voted yet
View full profileVisit site
Overlap

Shared focus areas

2 overlaps

Mutual strengths include APIs & SDKs, and Regulatory Filings Monitoring.

Where they differ

Calcbench

Distinct strengths include:

Financials
Improved Filings
Flags
Management Compensation
Acquisitions
Ticker Changes
Data APIs
Sheets / Excel Add-ins
  • As‑reported financials with drill‑through ‘Trace to source’ into the filing; multi‑company time‑series and standardized metrics.
  • Interactive disclosures/footnotes search across 10‑K/10‑Q (and other docs); segment & geographic breakouts.
  • Earnings press‑release data within minutes of wire: GAAP, non‑GAAP, guidance, KPIs; model‑ready via Excel or API.
  • Point‑in‑time fundamentals: standardized metrics stamped with first‑available timestamps to avoid look‑ahead bias.

Trackly

Distinct strengths include:

Alerts
Webhooks
  • Visual change summaries in email (diff highlights) with interactive compare UI.
  • Noise filtering via “Ignore small changes” for counts, relative dates, paging, etc.
  • Track just part of a page using a CSS selector (partial‑section monitoring).
  • Schedules: hourly, daily, or weekly checks; multiple recipients per track.

Feature-by-feature breakdown

AttributeCalcbenchTrackly
Categories

Which research workflows each platform targets

Shared: APIs & SDKs, Regulatory Filings Monitoring

Unique: Financials, Improved Filings, Flags, Management Compensation, Acquisitions, Ticker Changes, Data APIs, Sheets / Excel Add-ins, Blogs

Shared: APIs & SDKs, Regulatory Filings Monitoring

Unique: Alerts, Webhooks

Asset types

Supported asset classes and universes

Stocks

Other

Experience levels

Who each product is built for

Beginner, Intermediate, Advanced

Beginner, Intermediate, Advanced

Platforms

Where you can access the product

Web, Desktop, API

Web, API

Pricing

High-level pricing models

Free, Subscription

Free, Subscription

Key features

Core capabilities called out by each vendor

Unique

  • As‑reported financials with drill‑through ‘Trace to source’ into the filing; multi‑company time‑series and standardized metrics.
  • Interactive disclosures/footnotes search across 10‑K/10‑Q (and other docs); segment & geographic breakouts.
  • Earnings press‑release data within minutes of wire: GAAP, non‑GAAP, guidance, KPIs; model‑ready via Excel or API.
  • Point‑in‑time fundamentals: standardized metrics stamped with first‑available timestamps to avoid look‑ahead bias.
  • Auditor & auditor‑fee dataset with flags; M&A purchase‑price‑allocation dataset.
  • Excel add‑in (Windows, full), Office 365 add‑in (Mac/Web, limited), and Google Sheets add‑on; Python API client.

Unique

  • Visual change summaries in email (diff highlights) with interactive compare UI.
  • Noise filtering via “Ignore small changes” for counts, relative dates, paging, etc.
  • Track just part of a page using a CSS selector (partial‑section monitoring).
  • Schedules: hourly, daily, or weekly checks; multiple recipients per track.
  • Bulk import (CSV/Excel) and assisted onboarding for large lists.
  • Best‑in‑class PDF monitoring tuned for large, text‑heavy legal/financial docs.
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 Calcbench and Trackly both support?

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

Do Calcbench and Trackly require subscriptions?

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

How can you access Calcbench and Trackly?

Both Calcbench and Trackly 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?

Calcbench differentiates itself with As‑reported financials with drill‑through ‘Trace to source’ into the filing; multi‑company time‑series and standardized metrics., Interactive disclosures/footnotes search across 10‑K/10‑Q (and other docs); segment & geographic breakouts., and Earnings press‑release data within minutes of wire: GAAP, non‑GAAP, guidance, KPIs; model‑ready via Excel or API., whereas Trackly stands out for Visual change summaries in email (diff highlights) with interactive compare UI., Noise filtering via “Ignore small changes” for counts, relative dates, paging, etc., and Track just part of a page using a CSS selector (partial‑section monitoring)..

Keep exploring

Stay on top of related tools

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

Recommended tools

These profiles share overlapping coverage with both sides of this matchup.

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.