Software Alternatives, Accelerators & Startups

RefShelf VS RepDB

Compare RefShelf VS RepDB and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

RefShelf logo RefShelf

Intuitive tool for viewing & managing reference images. Capture images from different sources, store them, provide access to any in one click. View images in always on top mode by default. Convenient for everyday use not only for CG artists.

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • RefShelf Landing page
    Landing page //
    2023-05-14
  • RepDB
    Image date //
    2026-07-21
  • RepDB Landing page
    Landing page //
    2026-07-21
  • RepDB
    Image date //
    2026-07-21

RepDB is a one-time-purchase exercise dataset for developers building fitness and workout apps โ€” not a subscription, not a rate-limited API. You download the data once and own it: JSON (and SQLite on the higher tier), WebP images, and full EN/DE/ES translations, with no per-request billing and no dependency on our servers staying up.

A free tier includes 400 exercises with flat-style 512ร—512 images, attribution-licensed for commercial in-app use. The Starter tier ($199) adds the full catalog in classic white-background style. Standard ($399) adds transparent 1024px images, looping animations, exercise relations (similar/progressions/regressions), workout templates, and embeddings โ€” exclusive to that tier.

Every exercise includes muscle-group highlighting, equipment/muscle icons, MET values, and safety/goal tags. Compared to GIF- or JPG-based competitor APIs, RepDB images are transparent WebP with no watermarks, so they drop into any app UI without a white box around them.

RepDB

Website
repdb.co
$ Details
freemium $199.0 / One-off
Platforms
Web Mobile
Release Date
2026 July

RefShelf features and specs

No features have been listed yet.

RepDB features and specs

  • WebP Format Benefits
    start+peak exercise images
  • JSON
    relations, metadata, equipment
  • Transparency
    transparent background
  • Animations
    Animated loops in paid tier

Analysis of RefShelf

Overall verdict

  • RefShelf appears to be a solid, purpose-built tool for artists who need to organize and reference visual material, offering a streamlined way to collect, arrange, and study reference images.

Why this product is good

  • Provides a dedicated space to gather and organize reference images in one place
  • Helps artists study poses, lighting, and composition more efficiently
  • Likely offers features like image boards, grids, or adjustable layouts tailored to creative workflows
  • Can save time compared to juggling scattered files, folders, or generic image viewers
  • Designed with the needs of illustrators and digital artists in mind

Recommended for

  • Digital artists and illustrators who work with many reference images
  • Concept artists needing organized mood and reference boards
  • Students studying anatomy, perspective, or lighting
  • Hobbyist and professional creators who want a cleaner reference workflow

RefShelf videos

RefShelf Multi-Window Reference Images Manager v0.1.0 Full Features Review

More videos:

  • Review - Observe Multiple Reference Images on a Screen, Zoom, Pan and Resize | RefShelf v0.1.0
  • Review - Rename Reference Images and Find them | RefShelf v0.1.0

RepDB videos

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

Add video

Category Popularity

0-100% (relative to RefShelf and RepDB)
Productivity
100 100%
0% 0
Health And Fitness
0 0%
100% 100
Digital Drawing And Painting
Static Assets
0 0%
100% 100

Questions & Answers

As answered by people managing RefShelf and RepDB.

What makes your product unique?

RepDB's answer:

RepDB is sold as a one-time download, not a metered API โ€” you own the JSON/SQLite data and WebP images outright, with no rate limits, no per-request billing, and no risk of the vendor cutting off access. It's also the only dataset in this space with EN/DE/ES translations, transparent (alpha-channel) images with no watermark, muscle-group highlighting, safety/goal tags, and looping animations on the higher tier.

What's the story behind your product?

RepDB's answer:

RepDB grew out of a consumer workout app its creator was building solo. Sourcing exercise images and data meant either paying for a subscription API with usage caps and no caching rights, or producing everything from scratch. The illustrated, multi-language dataset was built for us first, then split out as its own product once it became clear other indie developers had the same problem and preferred to buy the data outright rather than rent it through an API.

Why should a person choose your product over its competitors?

RepDB's answer:

Most alternatives are subscription APIs โ€” you pay monthly, you're capped on requests, and ExerciseDB's terms of use explicitly forbid caching or storing the data at all, so every image render is a live paid API call. RepDB is the opposite: pay once, download the files, self-host with zero ongoing dependency. It's also the only option offering true DE/ES localization and transparent images instead of a white box behind every exercise.

How would you describe the primary audience of your product?

RepDB's answer:

Solo developers and small teams building fitness or workout-tracking apps (iOS, Android, web) who need licensed exercise images and structured exercise data, but don't want to build their own media pipeline or depend on a rate-limited third-party API.

User comments

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What are some alternatives?

When comparing RefShelf and RepDB, you can also consider the following products

PureRef - The simple way to view and organize your multiple reference images.

BeeRef - A Simple Reference Image Viewer

Eagle App - Unify your creative inspiration in one place. Store anything โ€“ inspiring images, design mockups, illustrations, screenshots and more.

Kuadro - Kuadro is an image viewer that allows you to open as many windows as you want, lay them out as you...

Refbox - Your floating workspace for inspiration

DroidRef - Android image reference board app for artists