Software Alternatives, Accelerators & Startups

Struct Illustrations VS RepDB

Compare Struct Illustrations VS RepDB and see what are their differences

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Struct Illustrations logo Struct Illustrations

Create your own unique story with editable illustrations

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • Struct Illustrations Landing page
    Landing page //
    2021-10-21
  • 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.

Struct Illustrations

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

RepDB

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

Struct Illustrations features and specs

  • High Quality
    Struct Illustrations offers high-quality, professionally designed illustrations that can enhance the visual appeal of websites, applications, and presentations.
  • Customizability
    The illustrations provided are often customizable, allowing users to adjust colors, sizes, and other elements to better fit their specific needs and branding.
  • Consistency
    The illustrations follow a consistent visual style, making it easier to maintain a uniform look across different projects and platforms.
  • Ready-to-Use
    The illustrations are ready-to-use, saving time for designers and developers who might otherwise need to create graphics from scratch.
  • Broad Range of Topics
    The service offers a broad range of topics and scenarios covered, making it easier to find relevant illustrations for diverse use cases.

Possible disadvantages of Struct Illustrations

  • Cost
    While the service offers high-quality illustrations, it may come at a cost that could be a limiting factor for small businesses or individual creators with a tight budget.
  • Limited Free Options
    The number of free illustrations available may be limited, forcing users to opt for a subscription or one-time purchase to access the full range.
  • Dependency
    Relying heavily on a third-party illustration service could make a project dependent on the availability and terms of that service, which could change over time.
  • License Restrictions
    There may be licensing restrictions on how the illustrations can be used, particularly for commercial purposes, which requires careful review of terms and conditions.
  • Learning Curve
    Users unfamiliar with integrating external illustrations into their projects might face a learning curve, particularly if customization is needed.

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 Struct Illustrations

Overall verdict

  • Yes, Struct Illustrations is considered a good resource, particularly for those looking for high-quality, abstract line art that enhances understanding and presentation of abstract concepts.

Why this product is good

  • Struct Illustrations (struct.rocks) is appreciated for its unique and consistent style that simplifies complex ideas into easily digestible visuals. The minimalist design helps to avoid distractions while effectively conveying the message, making it ideal for educational or professional use. Additionally, the platform offers a diverse range of illustrations that can be seamlessly integrated into presentations, blogs, and websites.

Recommended for

  • Content creators who need clear and minimalist visuals to accompany their content.
  • Educators and trainers looking for simple, effective illustrations to explain complex ideas.
  • Marketers and business professionals wanting to add a polished, professional look to presentations.
  • Designers who prefer a line art style and need consistent visual assets for their projects.

Category Popularity

0-100% (relative to Struct Illustrations and RepDB)
Design Tools
100 100%
0% 0
Datasets
0 0%
100% 100
Productivity
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Struct Illustrations 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 Struct Illustrations and RepDB, you can also consider the following products

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Stubborn Illustrations - 30 little exciting stories from the startup world