Software Alternatives, Accelerators & Startups

Columns VS RepDB

Compare Columns 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.

Columns logo Columns

Columns mixes the elements of Falling-blocks, Puzzle and Match-3 developed and published by Sega.

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • Columns Landing page
    Landing page //
    2019-01-31
  • 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 with animations for developers building fitness and workout apps — 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 600+ exercises with flat-style 512×512 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 — 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.

Columns

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

RepDB

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

Columns features and specs

  • Simple Gameplay
    Columns offers straightforward gameplay mechanics, making it easy for newcomers to pick up and understand without a steep learning curve.
  • Addictive Nature
    The game’s puzzle mechanics are highly engaging, often encouraging players to continue playing to beat their high scores.
  • Colorful Graphics
    The vibrant and colorful presentation of Columns is visually appealing and keeps the gameplay experience lively and enjoyable.
  • Classic Appeal
    As a classic puzzle game, Columns holds nostalgic value for fans familiar with similar games from the same era.
  • Accessible on Multiple Platforms
    Columns can be played on various platforms, providing accessibility to a wide audience of players.

Possible disadvantages of Columns

  • Lack of Depth
    The simplicity of Columns may not appeal to players looking for more complex or varied gameplay options.
  • Repetitive Gameplay
    Without many variations or modes, the gameplay can become repetitive over long periods, potentially reducing long-term engagement.
  • Limited Features
    Compared to modern puzzle games, Columns may lack features such as power-ups or multiplayer modes, which could limit its appeal.
  • Outdated Graphics
    While colorful, the graphics may appear outdated to players accustomed to modern games with high-definition visuals.
  • Minimal Narrative
    For players who enjoy storyline-driven games, Columns offers minimal narrative or thematic content.

RepDB features and specs

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

Columns videos

Columns review - ColourShed

More videos:

  • Review - Columns.me Review: A new type of checklist app
  • Review - Columns 3D!? | Papertris - Review (Nintendo Switch)

RepDB videos

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

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Category Popularity

0-100% (relative to Columns and RepDB)
Productivity
100 100%
0% 0
Datasets
0 0%
100% 100
Data Dashboard
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing Columns and RepDB.

What makes your product unique?

RepDB's answer:

RepDB is sold as a one-time download, not a metered API — 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 — 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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