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Equals VS dataprep.dev

Compare Equals VS dataprep.dev and see what are their differences

Equals

A next generation spreadsheet with SQL data connections

Rating
0 reviews
Alternatives Is it good?
dataprep.dev

100% local, zero uploads. Process millions of rows entirely in your browser. The ultimate privacy-first toolkit for CSV, ecommerce, and marketing data.

Rating
0 reviews
Pricing
Free
Alternatives Is it good?
Grapple
Do-It-Yourself Data Analytics & Business Intelligence, Powered by AI sponsored

Which is more popular?

Based on our record, Equals seems to be more popular. It has been mentioned 4 times since March 2021.

social mentions
4 vs 0
Spreadsheets popularity
87% vs 13%
alternatives listed
113 vs 11

Base details

Website, pricing, platforms and company facts side by side.

Equals
dataprep.dev
Website equals.app dataprep.dev
Pricing
Official pricing
Free
Platforms —
Windows Linux Mac Online +1
Company — Startup from the United States · 1 - 9 employees · 2026
Listed in
Project Management Productivity Task Management Spreadsheets +1
Spreadsheets Data Analysis Developer Tools Analytics Productivity Office Suites Databases No Code +5

About Equals and dataprep.dev

In their own words, as submitted to SaaSHub.

Equals
dataprep.dev

No description of Equals yet.

The Browser Data Toolkit for Privacy-Conscious Professionals dataprep.dev is a 100% local, pure-browser data processing engine designed to solve the biggest headaches in data preparation: Excel crashes and privacy risks. Powered by cutting-edge DuckDB-Wasm technology, our toolkit brings...

Read more about dataprep.dev

Features and specs

What each product offers, as listed by its team.

Equals 5 features
dataprep.dev 4 features
  • User-Friendly Interface
    Equals.app offers an intuitive and easy-to-navigate interface, making it accessible for users who may not have extensive technical expertise.
  • Collaboration Features
    The platform provides robust collaboration tools that allow teams to work together seamlessly by sharing documents and communicating within the app.
  • Integration with Other Tools
    Equals supports integration with various third-party applications, enhancing its functionality and allowing users to streamline their workflow.
  • Data Visualization
    The app includes advanced data visualization features, enabling users to create detailed reports and easy-to-understand graphics.
  • Scalability
    Equals is designed to grow with your business, offering scalable solutions that can handle increased data and user demand as your organization expands.

Possible disadvantages

  • Subscription Cost
    The pricing for Equals may be high for small businesses or individual users, potentially limiting its accessibility for some users.
  • Learning Curve
    While user-friendly, it can still take some time for new users to learn how to use all of the advanced features effectively.
  • Limited Offline Capabilities
    Equals relies heavily on internet connectivity, which can be limiting for users who need to access information while offline.
  • Support and Resources
    Users may find the available support and resources insufficient for solving complex issues or learning how to fully utilize all features.
  • Customization Limitations
    There might be limited customization options compared to other more flexible tools, which can be restrictive for users with specific needs.
  • Data Privacy
    100% local processing (Zero Uploads). Data never leaves your browser.
  • Core Engine
    Powered by DuckDB-Wasm for database-level speeds without a backend.
  • Key Tools
    SQL on CSV, CSV Merger, GDPR Anonymizer, & JSON Flattening.
  • E-commerce Ready
    Instantly clean and flatten Shopify, Amazon, and Stripe export reports.

Videos

Walkthroughs and reviews on video.

Equals 3 videos + Add
dataprep.dev 1 video + Add

Equals | Movie Review

More videos

  • - Rant Review: Equals (The Movie)
  • - Equals - Movie REVIEW

Instant SQL on CSV in Browser (DuckDB-Wasm) - Zero Uploads

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Equals
dataprep.dev
87% 87%
Spreadsheets
13% 13%
0% 0%
Analytics
100% 100%
100% 100%
Productivity
0% 0%
100% 100%
Project Management
0% 0%

Questions & Answers

As answered by people managing Equals and dataprep.dev.

What's the story behind your product?

dataprep.dev's answer:

I was trying to clean up a massive, messy Shopify order export. Excel kept freezing, and I absolutely refused to upload sensitive customer emails to random online converters. I got so frustrated that I decided to stop complaining and build a local-first toolkit to solve my own workflow nightmare.

Who are some of the biggest customers of your product?

dataprep.dev's answer:

1, Indie hackers and solo founders. 2, Boutique digital marketing agencies. 3, Privacy-conscious data freelancers.

What makes your product unique?

dataprep.dev's answer:

Most data tools force you to upload your CSVs to their servers. We don't. We compiled DuckDB into WebAssembly, meaning you get a blazing-fast, database-level engine running entirely inside your local browser tab. It's 100% private and works instantly.

Why should a person choose your product over its competitors?

dataprep.dev's answer:

If you try to open a 2GB CSV in Excel, it freezes and crashes. If you use Python Pandas, you have to write code and manage environments. dataprep.dev gives you the power of code (SQL queries, regex, merging 50 files) with a simple drag-and-drop UI, without ever freezing your computer.

How would you describe the primary audience of your product?

dataprep.dev's answer:

E-commerce sellers flattening messy Shopify exports, performance marketers cleaning ad reports, and data analysts who need to anonymize PII (GDPR compliance) before feeding datasets to AI models like ChatGPT.

Which are the primary technologies used for building your product?

dataprep.dev's answer:

DuckDB-Wasm is the core data engine handling the heavy lifting. The frontend is built with React/Next.js and styled with Tailwind CSS. It's a modern, serverless architecture.

User comments

Share your experience with using Equals and dataprep.dev. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Equals 4 mentions
dataprep.dev 0 mentions

View more

Tracking dataprep.dev since Jul 2026.

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