Software Alternatives, Accelerators & Startups

CabMD VS RepDB

Compare CabMD VS RepDB and see what are their differences

CabMD logo CabMD

Real-time version code check, claim validation, automatic GoSecure account management, appointment scheduling and so much more.

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • CabMD Landing page
    Landing page //
    2021-09-27
  • 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

CabMD features and specs

  • Ease of Use
    CabMD provides a user-friendly interface that makes it easy for users to book rides quickly.
  • Driver Availability
    The platform generally has a good number of drivers available, reducing wait times for users.
  • Transparent Pricing
    CabMD offers upfront pricing which helps users know the cost of rides before confirming their booking.
  • Convenience
    The service offers a convenient way to schedule rides without the need for cash payments, as everything is handled through the app.

Possible disadvantages of CabMD

  • Limited Geographic Coverage
    CabMD may not be available in all regions, which can be limiting for users who need transportation in less common areas.
  • Surge Pricing
    During peak times, prices may increase significantly, which can be a downside for cost-conscious users.
  • Dependency on Smartphone
    Users must have a smartphone with internet access to use the service, which can be a barrier for some people.
  • Service Fees
    Additional fees may apply on certain rides, increasing the overall cost of using the service.

RepDB features and specs

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

Category Popularity

0-100% (relative to CabMD and RepDB)
Health And Fitness
87 87%
13% 13
Datasets
0 0%
100% 100
Medical Practice Management
Developer Tools
0 0%
100% 100

Questions & Answers

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

MDBilling.ca - MDBilling is a web-based medical OHIP Billing software, where users can access claims from any computer with internet access.

Healcon Medical Billing Software - Healcon Medical Billing Software provides an integrated billing module for appointments and patient treatment plans.

Dr. Bill - Pain-free medical billing for doctors. Stop using paper, index cards and clunky software - our web & mobile apps make billing simple. Save time & earn more.

EDIinsight - EDIinsight software enables users to track transaction in real-time, customize claim edits, create secondary claims, & manage claim workflow

Agencycore - Agencycore is a fully integrated, web-based home care system designed to simplify billing, scheduling, reporting, and more.

RXNT Practice Management - RXNT Practice Management is a cloud-based software solution that is used to manage all the administrative tasks such as appointments, billing, scheduling, reporting, and others.