Software Alternatives, Accelerators & Startups

2FAS VS LeapRows

Compare 2FAS VS LeapRows and see what are their differences

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2FAS logo 2FAS

Simple 2FA Authenticator - Generate Two Factor Authentication tokens.

LeapRows logo LeapRows

Analyze large CSV files instantly in your browser with LeapRows. No upload required. Experience lightning-fast data processing and automation with DuckDB-WASM technology.
  • 2FAS Landing page
    Landing page //
    2023-05-07
  • LeapRows 1M+ rows proceed instantly in your browser
    1M+ rows proceed instantly in your browser //
    2026-03-11
  • LeapRows Real-time pivot chart on massive datasets
    Real-time pivot chart on massive datasets //
    2026-03-11
  • LeapRows Visual VLOOKUP replacement, join multiple CSV files on composite keys, no SQL needed
    Visual VLOOKUP replacement, join multiple CSV files on composite keys, no SQL needed //
    2026-03-11
  • LeapRows Drag in multiple CSVs and merge them into one file in seconds.
    Drag in multiple CSVs and merge them into one file in seconds. //
    2026-03-11
  • LeapRows Built-in presets extract UTM parameters, prices, and more โ€” no regex knowledge required.
    Built-in presets extract UTM parameters, prices, and more โ€” no regex knowledge required. //
    2026-03-11
  • LeapRows SEO-ready recipe templates โ€” detect keyword cannibalization from Ahrefs exports instantly.
    SEO-ready recipe templates โ€” detect keyword cannibalization from Ahrefs exports instantly. //
    2026-03-11
  • LeapRows Save your workflow as a Recipe and replay it on any file โ€” automate repetitive data prep.
    Save your workflow as a Recipe and replay it on any file โ€” automate repetitive data prep. //
    2026-03-11

LeapRows is a blazing-fast, browser-based CSV analysis tool powered by DuckDB-WASM. It handles 1,000,000+ rows directly in your browser โ€” no server uploads, no Python setup, no file splitting required.

All processing happens locally on your device using WebAssembly (WASM) and the Origin Private File System (OPFS). Your data never leaves your browser, making it ideal for teams with strict data privacy requirements.

Key features: 1M+ row support โ€” break the Excel/Google Sheets row limit without splitting files Private by design โ€” zero data upload; all analysis runs on your device Smart JOIN โ€” merge multiple CSV files on multiple keys without SQL Instant pivot & aggregation โ€” real-time charts and tables, no spinning wheel Recipes โ€” save your data prep steps as reusable JSON workflows and share them with your team Presets โ€” regex extraction, ranking, URL parameter parsing via GUI, no code needed Parquet support โ€” upload or export in Parquet format for faster repeat analysis

LeapRows is built for data analysts, marketers, and sales ops professionals who need spreadsheet-level simplicity at database-level scale โ€” without waiting for an engineering ticket.

LeapRows

$ Details
freemium $49.0 / One-off (Super Early Bird)
Release Date
2026 February
Startup details
Country
Japan
Founder(s)
Yuki Nakazawa

2FAS features and specs

  • Enhanced Security
    2FA Authenticator adds an extra layer of security by requiring a second form of verification, making it harder for unauthorized users to access your accounts.
  • User-Friendly Interface
    The application features a straightforward and intuitive interface, making it easy for users to add and manage their accounts and authentication tokens.
  • Offline Access
    2FA Authenticator works offline, allowing users to generate authentication codes without an Internet connection, which is particularly useful in low-connectivity situations.
  • Cross-Platform Compatibility
    The app is available on multiple platforms, enabling users to sync their accounts and access their authentication codes from various devices.

Possible disadvantages of 2FAS

  • Device Dependency
    Losing access to the device with the 2FA Authenticator can lock users out of accounts, necessitating backup strategies like printing codes.
  • Potential for Misconfiguration
    If not set up correctly, there is a risk of misconfiguration that can lead to being locked out of accounts or decreased security.
  • Initial Setup Complexity
    For some users, the initial setup and configuration of two-factor authentication might be confusing or time-consuming.
  • Limited Recovery Options
    In cases where users lose their authentication device, recovery options might be limited, causing potential inconvenience or the need for support.

LeapRows features and specs

  • User-Friendly Interface
    LeapRows provides an intuitive and easy-to-navigate interface that enhances user experience and accessibility for its users.
  • Comprehensive Features
    Offers a wide range of features that cater to different business needs, providing an all-in-one solution.
  • Scalability
    The platform is designed to scale efficiently with business growth, handling increased data and user demands seamlessly.

Possible disadvantages of LeapRows

  • Cost
    The pricing may be considered high for small businesses or startups who are on a tight budget.
  • Complexity for Beginners
    The rich feature set might be overwhelming for new users without technical expertise.
  • Integration Limitations
    There may be limitations or challenges in integrating LeapRows with existing systems or third-party applications.

Analysis of LeapRows

Overall verdict

  • LeapRows appears to be a solid choice for teams looking for a streamlined data or spreadsheet management solution, offering an intuitive interface and useful collaboration features, though prospective users should verify current features and pricing directly on the official site.

Why this product is good

  • User-friendly interface that simplifies data organization and management
  • Collaboration features that make it easier for teams to work together in real time
  • Flexible tools that can adapt to a variety of workflows and use cases
  • Potential time savings through automation and streamlined processes

Recommended for

  • Small to medium-sized businesses seeking an accessible data management tool
  • Teams that need collaborative spreadsheet or database functionality
  • Users looking to automate repetitive data-related tasks
  • Professionals who prioritize ease of use over complex enterprise-level systems

2FAS videos

Do you really need 2FA?

LeapRows videos

No LeapRows videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to 2FAS and LeapRows)
Password Management
100 100%
0% 0
Analytics
0 0%
100% 100
Identity And Access Management
CSV Editors
0 0%
100% 100

Questions & Answers

As answered by people managing 2FAS and LeapRows.

Why should a person choose your product over its competitors?

LeapRows's answer:

  • Zero setup: No installation, no Python environment, no SQL knowledge required. Just open your browser and drop your CSV.
  • Beyond aggregation: Other tools can query large datasets, but LeapRows goes further โ€” it lets you automate and reuse your entire data prep workflow through the Recipe feature.

What makes your product unique?

LeapRows's answer:

LeapRows is a fully local, browser-based data tool powered by DuckDB-WASM that handles 1M+ row CSV files with blazing speed โ€” no server, no uploads.

  • Recipes: Save your entire workflow and replay it instantly on any new file, eliminating repetitive manual work.
  • Smart Join: Perform VLOOKUP-style joins without any code. Composite key joins across multiple columns are supported out of the box.

How would you describe the primary audience of your product?

LeapRows's answer:

  • Marketers and SEO professionals who regularly work with large CSV exports (Ahrefs, Google Search Console, GA4, etc.) and find Excel or Google Sheets too slow or unstable for files with hundreds of thousands of rows.
  • Engineers and data analysts who find it overkill to spin up a Python environment or database just to do a quick aggregation or data cleanup.

What's the story behind your product?

LeapRows's answer:

LeapRows was born out of two frustrations: the "Python sharing problem" and server costs.

As an in-house SEO specialist, I frequently work with large CSVs exported from tools like Ahrefs, Google Search Console, and BigQuery โ€” often hundreds of thousands of rows. For heavy lifting, I'd reach for Python (Polars), but Python has a steep barrier: environment setup, code adjustments, and a learning curve that made it impossible to share with non-engineer teammates.

Even for myself, I'd often think "do I really need to write Python just for this small transformation?" On top of that, frustrating edge cases โ€” like type inference inconsistencies causing join errors on the same CSV from the same tool โ€” kept piling up.

I wanted something as easy as a spreadsheet but capable of handling millions of rows. That's what LeapRows is.

Which are the primary technologies used for building your product?

LeapRows's answer:

DuckDB-WASM, OPFS๏ผˆOrigin Private File System๏ผ‰

Who are some of the biggest customers of your product?

LeapRows's answer:

  • Currently in Beta with no notable enterprise customers yet.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare 2FAS and LeapRows

2FAS Reviews

The Best Authenticator Apps for 2023
This simple but fully functional app does everything you want in an authenticator. It lets you add online accounts either manually or with a QR code. Unlike Google Authenticator, it can create cloud backups of your registered accounts, either in iCloud for Apple devices or Google Drive for Androids, which is critical if you lose your phone or get a new one. The backup is...
Source: www.pcmag.com

LeapRows Reviews

We have no reviews of LeapRows yet.
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Social recommendations and mentions

Based on our record, 2FAS seems to be a lot more popular than LeapRows. While we know about 33 links to 2FAS, we've tracked only 1 mention of LeapRows. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

2FAS mentions (33)

  • Playing with more user-friendly methods for multi-factor authentication
    FWIW 2FAS starts to show you the next code near the end of the window, this is very handy https://2fas.com/. - Source: Hacker News / about 1 year ago
  • Bitwarden Authenticator
    I personally switched to using 2FAS[0]. My favorite feature is that it comes with a browser extension that can automatically fill in the OTP on web forms, after approving the request on the phone app. [0] https://2fas.com/. - Source: Hacker News / over 1 year ago
  • Ask HN: AWS registering MFA will be required in 29 days
    I'd go with number 2 unless you want to buy everyone a hardware token (option number 3). There are open source solutions (I've used https://2fas.com/ ) and very common solutions (Google Authenticator). You can even print out the QR code and put it in a secure location (safe, safe deposit box) as a break-glass in case everyone's phones cease functioning. - Source: Hacker News / almost 2 years ago
  • Flaw has Microsoft Authenticator overwriting MFA accounts, locking users out
    Try 2FAS - it works without an cloud account, can import from few other apps (sadly not from Microsoft one) and can export from and import to a file. Works on Android and iOS https://2fas.com/. - Source: Hacker News / almost 2 years ago
  • Ente Auth: open-source Authy alternative for 2FA
    My hunt for an open source Authy took me to 2FAS, which has been fine. Any opinions on this offering? 2FAS โ€” the Internetโ€™s favorite open-source two-factor authenticator https://2fas.com. - Source: Hacker News / about 2 years ago
View more

LeapRows mentions (1)

  • Logging Googlebot Crawls for Free with Cloudflare Workers + D1
    I use this setup on LeapRows, a browser-based CSV tool I built on Vercel. - Source: dev.to / 5 months ago

What are some alternatives?

When comparing 2FAS and LeapRows, you can also consider the following products

Aegis Authenticator - Aegis Authenticator is a free, secure and open source app to manage your 2-step verification tokens...

Row Zero - Row Zero is the best spreadsheet for big data. Row Zero has all the spreadsheet features you know and love, but can handle 1+ billion rows, process data faster, connect live to your data warehouse and supports sharing.

andOTP - andOTP is a two-factor authentication App for Android 4.4+

Microsoft Office Excel - Microsoft Office Excel is a commercial spreadsheet application.

OTP Auth - The app for calculating one-time-passwords on iPhone and iPad.

Google Sheets - Synchronizing, online-based word processor, part of Google Drive.