Software Alternatives, Accelerators & Startups

Please VS RepDB

Compare Please 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.

Please logo Please

A Cross-Language Build System

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • Please Landing page
    Landing page //
    2021-10-11
  • 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.

Please

Pricing URL
-
$ Details
Platforms
-
Release Date
-

RepDB

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

Please features and specs

  • Performance
    Please build offers high performance build speeds, which can significantly reduce build times compared to other tools. This is achieved through parallel execution and efficient incremental builds.
  • Flexibility
    Please is highly configurable and flexible, allowing developers to tailor the build system to fit a wide range of project requirements and workflows.
  • Cross-platform
    It supports cross-platform builds, enabling developers to use a single build system for projects targeting multiple operating systems.
  • Minimal Dependencies
    Please requires minimal external dependencies, which simplifies setup and reduces the potential for version conflicts and other dependency-related issues.
  • Open Source
    As an open-source tool, Please allows users to inspect, modify, and contribute to the codebase, fostering a collaborative community environment.

Possible disadvantages of Please

  • Steep Learning Curve
    New users might find Please build's configuration and scripting style challenging to learn, especially if they are not familiar with build systems.
  • Limited Ecosystem
    Compared to more established build tools, Please has a smaller ecosystem, which might result in fewer plugins, integrations, and community resources.
  • Complex Configuration
    For certain projects, the configuration might become complex, requiring careful management to maintain readability and manageability of build scripts.
  • Less Popular
    Please is not as widely adopted as some other build systems, potentially leading to fewer examples and support resources available online.

RepDB features and specs

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

Please videos

Chinese March: ่ฏทไฝ ๆฃ€้˜… - Please Review

More videos:

  • Review - Hong Kong March: ่ฏทไฝ ๆฃ€้˜… - Please Review (Instrumental)
  • Review - ่ฏทไฝ ๆฃ€้˜… (March ยซPlease, reviewยป)

RepDB videos

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Category Popularity

0-100% (relative to Please and RepDB)
Action
100 100%
0% 0
Datasets
0 0%
100% 100
Front End Package Manager
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Please 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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Social recommendations and mentions

Based on our record, Please seems to be more popular. It has been mentiond 12 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Please mentions (12)

  • What I wish I knew about Python when I started
    Pip is a command line package manager that comes with Python, but it is definitely not the only package manager. Other tools like pipenv, poetry, pdm, conda, and even some third-party applications like please can all manage Python dependencies. One common mistake beginners make is installing Python, and then running pip install (or even worse, sudo pip install), before moving forward. While this works in the... - Source: dev.to / over 1 year ago
  • Top programming languages created in the 2010's on GitHub by stars
    Iโ€™m not sure a JS library qualifies as a PL. Or automation software (SoftStack). Or an API description language. Or a build system. Source: over 3 years ago
  • Just Use a Monorepo
    Regarding your first point, a good alternative to Bazel is [Please][https://please.build/] - its build graph can solve exactly this problem in CI. - Source: Hacker News / over 3 years ago
  • Need to know about various distributed build tools available
    Checkout: https://please.build/ - CMake is not directly supported, but you can easily extend please.build to invoke cmake commands to build your targets. - It does supports both Windows(ehweee) and Linux - MIT - BONUS: it is fast. Really fast(||)! Single binary. It is also versatile. I am using it to build a repo with multiple programming languages(C++(Wasm),Go,Js, Flutter), while spinning up vagrant and... Source: almost 4 years ago
  • When to Use Bazel?
    > the best way forward is to take the ideas of Bazel (hermetic and deterministic builds) and package them as a good small build system, perhaps even compatible with Bazel so you don't have to rewrite build rules all the time. How does https://please.build measure up? - Source: Hacker News / almost 4 years ago
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RepDB mentions (0)

We have not tracked any mentions of RepDB yet. Tracking of RepDB recommendations started around Jul 2026.

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