
Mockaroo
DataConstruct
Data Creator
Datamade
Random Data
Generate and manage synthetic datasets easily with DUMMY DATABASE

PureRef
ArtDeck
FrameCourier
BeeRef
Pixieset
Milanote
Refbox
FrameRef is a modern reference board for creative professionals, combining images, videos, and PDFs in one infinite canvas.

Which is more popular?
Website, pricing, platforms and company facts side by side.
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| Website | dummydatabase.com | frameref.app |
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| Company | Startup from Serbia · 1 - 9 employees · 2024 | — |
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In their own words, as submitted to SaaSHub.


Dummy Database is built to solve a simple, yet annoying problem — generating realistic test datasets quickly, without writing scripts or juggling Excel files. It’s designed for: - Developers needing dummy databases for prototyping & testing. - Analysts and BI specialists preparing demo...
No description of FrameRef yet.
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
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FrameRef 1.0 – Organize All Your Reference Files in One Infinite Board
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing DUMMY DATABASE and FrameRef.
DUMMY DATABASE's answer
A free, all-in-one data generation platform that builds everything from simple tables to full relational databases with advanced controls, unique event sequences, ERD visualization, built-in SQL querying, and multiple export formats — no limits, no paywalls.
FrameRef's answer:
In addition to supporting images and GIFs, FrameRef supports videos and PDFs, and even lets you drag and drop video links from platforms like YouTube, X, and Twitch to automatically download them into your board.
DUMMY DATABASE's answer
Unlike other data generators, DUMMY DATABASE gives you full relational database creation, unique event simulations, advanced control over every field, built-in SQL querying, and generous free limits — so you can go from idea to test-ready data without restrictions, subscriptions, or hidden fees
FrameRef's answer:
FrameRef does everything you expect from traditional reference boards, and goes much further.
DUMMY DATABASE's answer
FrameRef's answer:
FrameRef is designed for visual creatives such as 3D artists, game developers, concept artists, and designers who need a powerful way to organize and work with large collections of reference images, videos, and PDFs.
DUMMY DATABASE's answer
Began as a project for myself to be able to have custom datasets for testing purpose I've decided that it could be useful for wider audience and finalized it as a full-stack web project
DUMMY DATABASE's answer
Python, Flask, HTML, CSS, Bootstrap, Redis, PostgreSQL, JavaScript
Share your experience with using DUMMY DATABASE and FrameRef. For example, how are they different and which one is better?
When comparing DUMMY DATABASE and FrameRef, you can also consider the following products.
A realistic data generator to test your app
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The simple way to view and organize your multiple reference images.
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Visual reference-board app for creatives to collect images, video, links, notes, GIFs, and PDFs, with study tools and iCloud sync across iPhone, iPad, and Mac
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Data generator that can create a table filled with pseudo-random content.
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FrameCourier gives photographers and video production companies a professional platform to deliver, review, and approve creative work. Start free with 3GB — no credit card required. One platform for photo galleries and video review — no per-seat fees
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