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NetBox is an open source web application designed to help manage and document computer networks. NetBox was developed specifically to address the needs of network and infrastructure engineers.

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

Which is more popular?
Based on our record, NetBox seems to be more popular. It has been mentioned 21 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | netbox.readthedocs.io | repdb.co |
| Pricing | — | |
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| Company | — | 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


It encompasses the following aspects of network management: IP address management (IPAM) - IP networks and addresses, VRFs, and VLANs Equipment racks - Organized by group and site Devices - Types of devices and where they are installed Connections - Network, console, and power connections among...
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
NetBox is recommended for network engineers, system administrators, data center managers, and IT professionals who need an effective solution for managing IP addresses, network devices, and cabling infrastructure in medium to large-scale operations. It is particularly advantageous for those looking for an open-source option with a strong community backing.
No analysis of RepDB yet.
Walkthroughs and reviews on video.
Accessing NAPALM via the NetBox API
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing NetBox 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 NetBox 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.


NetBox is a resource modeling application that is specially designed to automate networks and empower network engineering as well. It manages all the needs of networks and works under the license of Apache 2.
NetBox is certainly one of the best open-source IPAM solutions reviewed by our editors. It comes with a simple but elegant user interface that packs a serious punch in terms of functionalities. NetBox was initially...
NetBox is an open-source IP address management and data center infrastructure management platform, which was created by the network team at DigitalOcean to store the information about your networks, virtual machines,...
We have no reviews of RepDB yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Netbox. https://netbox.readthedocs.io/en/stable/ Your “Source of Truth” for your network. NetBox is an infrastructure resource modeling (IRM) application designed to empower network automation. Initially conceived by the network... Source: over 4 years ago
Currently we are using [SnipeIT](https://snipeitapp.com/) to track our disks, hardware and machines, and [Netbox](https://netbox.readthedocs.io/en/stable/) to track physical layout and locations. Source: over 4 years ago
You might find it educational/interesting to have a look at Netbox. It's a fairly well respected piece of software that manages network hardware and configuration. Source: over 4 years ago
Tracking RepDB since Jul 2026.
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