Software Alternatives, Accelerators & Startups

Convex.dev VS RepDB

Compare Convex.dev VS RepDB and see what are their differences

Convex.dev logo Convex.dev

Global state management for react

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
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  • Convex.dev Landing page
    Landing page //
    2023-09-23
  • 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.

Convex.dev

Website
convex.dev
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

RepDB

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

Convex.dev features and specs

  • Seamless Deployment
    Convex.dev handles the infrastructure and deployment, allowing developers to focus on building applications rather than managing servers and scaling issues.
  • Real-time Data Synchronization
    Convex.dev provides built-in real-time data syncing which facilitates collaboration features and dynamic applications without additional configuration.
  • Backend as a Service
    Offers a back-end-as-a-service approach, which abstracts database and server management, allowing for rapid development and iteration.
  • Integrated Authentication
    Provides built-in authentication features, simplifying the process of handling user management and security within an application.

Possible disadvantages of Convex.dev

  • Limited Customization
    As a managed service, there may be constraints on customization compared to building a backend from scratch, which might limit certain advanced configurations or optimizations.
  • Vendor Lock-In
    Relying on Convex.dev could lead to a degree of vendor lock-in, making it potentially difficult to switch providers or migrate to self-managed infrastructure in the future.
  • Pricing Complexity
    Potential users might find pricing complex or restrictive depending on usage patterns, especially if there is a high volume of data syncing or transactions.
  • Learning Curve
    Despite its abstractions, new users might encounter a learning curve to fully understand and leverage all of Convex.dev's functionalities effectively.

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 Convex.dev and RepDB)
Developer Tools
91 91%
9% 9
Datasets
0 0%
100% 100
React Tools
100 100%
0% 0
Databases
100 100%
0% 0

Questions & Answers

As answered by people managing Convex.dev 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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Reviews

These are some of the external sources and on-site user reviews we've used to compare Convex.dev and RepDB

Convex.dev Reviews

  1. Great DX

    Really great developer experience. Helpful devs in chat.

    ๐Ÿ Competitors: Supabase

Convex vs. Firebase
On this pageConvex vs. FirebasenoteBackend API: Documents or Functions?โ€‹Avoiding Serial Request Waterfallsโ€‹// Client code in a Cloud Firestore chat app.// This loads the messages and users using multiple round trips.const querySnapshot = await getDocs(collection(db, "messages"));const userSnapshots = await Promise.all( querySnapshot.docs().map(async messageSnapshot => {...
Source: docs.convex.dev

RepDB Reviews

We have no reviews of RepDB yet.
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Social recommendations and mentions

Based on our record, Convex.dev seems to be more popular. It has been mentiond 15 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.

Convex.dev mentions (15)

  • useChat hook in Chef codebase.
    This is the only AI app builder that knows backend. By applying Convex primitives directly to your code generation, your apps are automatically equipped with optimal backend patterns and best practices. Your full-stack apps come with a built-in database, zero config auth, file uploads, real-time UIs, and background workflows. If you want to check out the secret sauce that powers Chef, you can view or download the... - Source: dev.to / 9 months ago
  • Monitor websites changes with Firecrawl Observer and Docker
    Convex account with production deployment. - Source: dev.to / 12 months ago
  • The Reluctant Founder
    I architected a boring but functional agency management app powered by Convex. But, I encouraged her to get started with a ready-to-use option, SPP.co. - Source: dev.to / over 1 year ago
  • Bringing Convex Dashboard into my dev environment
    When I first started using convex, I realized how awesome and easy it was to use the dashboard. It offers an amazing overview of logs, the ability to edit table data, and view your app health. However, as a developer who always has an insane amount of browser tabs open, I found myself constantly switching back and forth just to check on things, and with the massive amount of tabs, I always spent more time looking... - Source: dev.to / over 1 year ago
  • I shipped my first iOS app, hereโ€™s my experience
    Convex provides a real-time database solution for Daily Reps, allowing me to store and retrieve data in a highly efficient and scalable manner. This enables me to provide users with a seamless experience, even as they engage with the app and perform various actions. This will be especially useful when I start building the web and Android versions. - Source: dev.to / over 1 year ago
View more

RepDB mentions (0)

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

What are some alternatives?

When comparing Convex.dev and RepDB, you can also consider the following products

Supabase - An open source Firebase alternative

AppWrite - Appwrite provides web and mobile developers with a set of easy-to-use and integrate REST APIs to manage their core backend needs.

Firebase - Firebase is a cloud service designed to power real-time, collaborative applications for mobile and web.

Prisma - Art filters using artificial intelligence to transform your photos into classic artwork.

Altogic - Build backend apps faster

Turso - Turso โ€” SQLite for Production