Software Alternatives, Accelerators & Startups

PunchLab VS RepDB

Compare PunchLab VS RepDB and see what are their differences

PunchLab logo PunchLab

Track the strikes you throw at the punching bag

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • PunchLab Landing page
    Landing page //
    2023-07-03
  • RepDB Standard exercise dataset
    Standard exercise dataset //
    2026-08-15
  • RepDB Starter tier
    Starter tier //
    2026-08-15

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 250 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.

PunchLab

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

RepDB

Website
repdb.co
$ Details
freemium $299 / One-off
Platforms
Web Mobile
Release Date
2026 July

PunchLab features and specs

  • Convenience
    PunchLab provides an easy-to-use app that allows users to access boxing and martial arts training anywhere, anytime, making it convenient for those with busy schedules.
  • Variety of Workouts
    The platform offers a wide range of workouts and training programs designed for different skill levels, providing users with diverse options to maintain motivation and progress.
  • Real-time Feedback
    PunchLab uses technology to offer real-time feedback on user's performance, helping them adjust their technique and improve their skills effectively.
  • Cost-effective
    Compared to in-person classes, PunchLab offers a more affordable solution for learning martial arts and boxing techniques at a fraction of the cost.
  • Progress Tracking
    The app provides tracking features that allow users to monitor their progress over time, helping them stay accountable and see measurable improvements.

Possible disadvantages of PunchLab

  • Lack of Personalized Coaching
    While the app offers feedback, it lacks the personalized coaching and real-time interaction with trainers that one would receive in a traditional gym setting.
  • Requires Equipment
    To fully utilize the features of PunchLab, users need access to appropriate equipment like boxing gloves and punching bags, which might not be readily available for all users.
  • Potential for Incorrect Technique
    Without in-person supervision, there is a risk that users may develop bad habits or incorrect techniques, which may hinder progress and potentially lead to injuries.
  • Limited Community Interaction
    The online nature of PunchLab limits face-to-face interaction with peers and trainers, which can be a drawback for individuals who thrive in a more social or community-based workout environment.
  • Dependence on Technology
    Users rely on their devices and stable internet connections to access the app, which could be a limitation for those in areas with poor connectivity or those who prefer less screen time.

RepDB features and specs

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

PunchLab videos

PunchLab Boxing App - review and demo

More videos:

  • Review - Boxing Punch Tracker DETAILED REVIEW 2021 - PunchLab, FightCamp/Hykso, Corner, Everlast PIQ
  • Review - PunchLab Boxing Bag Belt and App Review

RepDB videos

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

Add video

Category Popularity

0-100% (relative to PunchLab and RepDB)
iPhone
100 100%
0% 0
Developer Tools
0 0%
100% 100
Health And Fitness
65 65%
35% 35
Time Tracking
100 100%
0% 0

Questions & Answers

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

Freeletics - Freeletics Bodyweight is the most effective fitness training program, adapted to your schedule...

BotBoxer - A first ever robotic punching bag with computer vision

Chronic Timer - The Simplest Workout Companion Out There!

Timerly - A real interval timer

Lumen Framework - The stunningly fast micro-framework by Laravel.

Boltcms - Bolt is an open source Content Management Tool, which strives to be as simple and straightforward as possible. It is quick to set up, easy to configure, โ€ฆ