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Exercise dataset for fitness apps: transparent background, animations, no subscription

Which is more popular?
Based on our record, Mode seems to be more popular. It has been mentioned 16 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | mode.com | repdb.co |
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| Platforms | — | |
| Company | — | 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Mode yet.
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...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of RepDB yet.
Walkthroughs and reviews on video.
How Mode Analytics designs for both new and power users
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Mode and RepDB.
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.
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.
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.
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.
Share your experience with using Mode and RepDB. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Mode.com is one of the valuable alternatives to LeetCode if you're looking for a basic and straightforward method to learn. However, Mode Analytics is somewhat limited in terms of offering the opportunity to grow and...
Mode is an analytics tool that helps companies make smarter decisions and answer questions by uncovering their data through interactive visualizations.
Connecting data sources to the built-in SQL editor and visualization platform is simple with Mode Analytics. You may also set dashboards to auto-update, with themes and styles that can be changed on the fly to create...
We have no reviews of RepDB yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


I’ve seen a concert ticket from Turin for that tour. And the ticket stub is identical to that poster. If you go on depeche mode.com and check past tours. Go on music for masses tour and scroll down to Turin ( view ticket). I’m guessing... Source: over 3 years ago
The sql training by mode.com is good enough, then go through leetcode or datalemur for practice. Source: over 3 years ago
Mode | HQ - San Francisco, CA or Remote (US) | REMOTE | https://mode.com | VISA Mode is building a world-class platform for data scientists, analysts, and everyone else who needs to ask and answer questions with data. Our product is an... - Source: Hacker News / about 4 years ago
Tracking RepDB since Jul 2026.
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