Software Alternatives, Accelerators & Startups

GhostDev VS RepDB

Compare GhostDev VS RepDB and see what are their differences

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GhostDev logo GhostDev

Unlimited Design & Development Requests, One Subscription.

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • GhostDev Landing page
    Landing page //
    2023-07-29
  • 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

GhostDev features and specs

  • Modern Web Development Focus
    GhostDev appears to be a web development agency that focuses on modern technologies and approaches, offering contemporary solutions for clients looking to build or improve their digital presence.
  • Agency Model
    As a development agency, GhostDev can provide a team-based approach to projects, meaning clients benefit from multiple skill sets and perspectives rather than relying on a single freelancer.
  • Custom Development Services
    GhostDev offers custom development solutions tailored to individual client needs, which allows for more personalized and purpose-built digital products compared to off-the-shelf solutions.
  • Professional Online Presence
    The agency maintains a professional website and branding, which signals a level of seriousness and commitment to their craft that can give potential clients confidence in their services.
  • Streamlined Service Offering
    GhostDev appears to offer a focused set of services rather than trying to be everything to everyone, which can indicate deeper expertise in their core competencies.

Possible disadvantages of GhostDev

  • Limited Public Reviews
    GhostDev does not appear to have a large volume of publicly available client reviews or testimonials on major third-party platforms, making it harder for potential clients to assess their track record.
  • Smaller Agency Scale
    As a smaller or newer agency, GhostDev may have limited capacity to handle multiple large-scale projects simultaneously, which could lead to longer timelines or availability constraints.
  • Limited Portfolio Visibility
    It can be difficult to find an extensive public portfolio showcasing a wide range of completed projects, making it challenging for prospective clients to fully evaluate the breadth of their work.
  • Brand Recognition
    Compared to more established web development agencies, GhostDev has lower brand recognition, which may require potential clients to do more due diligence before committing to a partnership.
  • Limited Public Information
    There is relatively limited publicly available information about the agency's team size, specific technologies used, and detailed case studies, which may make it harder for clients to make informed decisions.

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 GhostDev

Overall verdict

  • I don't have verified information about GhostDev (ghostdev.agency), so I can't confirm its quality, legitimacy, or performance. There is no reliable public data available to me to substantiate claims about this specific service.

Why this product is good

  • No verifiable reviews, ratings, or independent reports found for this specific agency
  • Cannot confirm business legitimacy, track record, or client satisfaction without direct research
  • Unable to validate claims about pricing, service quality, or delivery timelines
  • Recommend checking domain registration date, client testimonials, and third-party review platforms like Trustpilot or Clutch

Recommended for

  • Not applicable without further verification
  • Potential clients should independently research reviews, request portfolio samples, and verify business credentials before engaging
  • Consider checking platforms like Clutch.co, Google Reviews, or LinkedIn for agency reputation before committing

Category Popularity

0-100% (relative to GhostDev and RepDB)
Web App
100 100%
0% 0
Developer Tools
0 0%
100% 100
Bookmark Manager
100 100%
0% 0
Health And Fitness
0 0%
100% 100

Questions & Answers

As answered by people managing GhostDev 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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