Try our new research platform with insights from 80,000+ expert users

JFrog DevOps Cloud Platform vs Saturn Cloud comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

JFrog DevOps Cloud Platform
Ranking in AWS Marketplace
32nd
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
Software Supply Chain Security (16th), DevSecOps (11th)
Saturn Cloud
Ranking in AWS Marketplace
14th
Average Rating
10.0
Reviews Sentiment
7.5
Number of Reviews
6
Ranking in other categories
Data Science Platforms (10th)
 

Mindshare comparison

As of April 2025, in the AWS Marketplace category, the mindshare of JFrog DevOps Cloud Platform is 0.2%, down from 0.6% compared to the previous year. The mindshare of Saturn Cloud is 0.1%, down from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace
 

Featured Reviews

Fredierick Saladas - PeerSpot reviewer
Provides superior integration options and comprehensive reporting features
The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous, allowing team members to access the system more effectively while on the go. In the next release, we would like to see advanced analytics features, including predictive analytics to help forecast project outcomes. Additionally, a more robust mobile app with offline capabilities would be valuable for remote work scenarios.
Alessandro Trinca Tornidor - PeerSpot reviewer
Good for creating POCs, training machine learning models, and experimenting without local resources
The project I’m currently working on relies on CUDA, but my local PC does not have any Nvidia GPUs. I’ve found the computational resources and ease of use provided by Saturn Cloud invaluable. Also, there are many ready-to-use Docker images and a rich documentation portal with useful examples. The dashboard for creating a new virtual environment contains almost all the features I needed: environment variable definitions, git repositories cloning directly from the new resources page, and an edit field to define a custom script during the boot process. For this reason, Saturn Cloud.io is a very good solution for creating POCs, training machine learning models, and generally experimenting a bit without worrying about local resources.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The most valuable features include task tracking and reporting capabilities."
"I appreciate the features in JFrog DevOps Cloud Platform, especially the efficient file management where downloads and uploads are optimized, saving time. The storage efficiency is also great as it avoids redundancy, which is crucial for our team. It is also quite easy to use, especially for basic commands through the command line. It's straightforward for us internally, and our data is well-hosted on their servers, which makes data location and querying fast and efficient. Moving our storage to JFrog has streamlined our development cycle by eliminating duplicated data, which previously took up extra space locally. This efficiency is crucial for our workflow, although network speeds still play a significant role in performance."
"They have a professional service team that works alongside their engineering and performance teams."
"The feature I like the most about Saturn Cloud is that it has lightning-fast CPUs."
"It didn't take long to see that Saturn Cloud could scale with my needs, providing more resources when required."
"There is plenty of computational resources (both GPU, CPU and disk space)."
"Saturn Cloud supports GPU as part of the environment, which is essential for many computational tasks in machine learning projects. It also allows us to edit the environment, including the image, before we start the cloud resources. This feature lets us quickly set up the environment without the hassle of moving the data and code to another cloud device."
"They provide a centralized space for data, code, and results."
"It offered an excellent development environment while not touching our production cloud resources."
 

Cons

"We have encountered stability issues lately, particularly with frequent 500 internal server errors. Despite efforts from our DevOps team to adjust settings, these issues persist, affecting our workflow, especially with machine learning data uploads. Overall, while it's beneficial for storage and accessibility, stability issues need improvement for seamless operations. The occasional occurrence of internal server errors takes several minutes to resolve on their own and can disrupt workflows. Another concern is that sometimes files appear to be successfully uploaded, but then they cannot be downloaded, with no error message indicating the issue during the upload process. This inconsistency needs to be addressed by JFrog to ensure reliable functionality for users like us."
"The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options."
"Our locations are in different environments, so the remote server takes time to catch up, causing replication delays. The engineering team suggested that this issue would be resolved, but I'm not sure if it has been addressed yet. This is more of a feature enhancement that we suggested."
"We'd like to have the capability for installing more libraries."
"It would be nice to have more hardware category options, like TPU coprocessors or ARM64 CPUs."
"Providing more detailed and beginner-friendly documentation, especially for advanced features, could greatly enhance the user experience."
"Public Clouds integration and sandbox environments would be a true game changer."
"My main suggestion for improvement centers on pricing. Introducing a tier modelled after AWS spot instances would be a game-changer."
"Saturn Cloud should include prebuilt images for advanced data science packages like LightGBM in the next release. If possible, they should also provide a Kaggle image, which contains the most common Python packages used in machine learning."
 

Pricing and Cost Advice

"The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts."
"Regarding pricing, I focus on the platform's interface and user communication rather than costs."
Information not available
report
Use our free recommendation engine to learn which AWS Marketplace solutions are best for your needs.
846,617 professionals have used our research since 2012.
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What needs improvement with JFrog DevOps Cloud Platform?
The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous,...
What advice do you have for others considering JFrog DevOps Cloud Platform?
Overall, the solution has been a great asset to our team. I advise investing time in the initial setup and training to leverage its capabilities fully. Ensure you clearly understand your needs and ...
What is your experience regarding pricing and costs for JFrog DevOps Cloud Platform?
The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts. Licensing options are flexible, but ensure you understand the terms and any additional costs ...
What do you like most about Saturn Cloud?
There is plenty of computational resources (both GPU, CPU and disk space).
What needs improvement with Saturn Cloud?
My main suggestion for improvement centers on pricing. Introducing a tier modelled after AWS spot instances would be a game-changer. Users could bid on unused compute capacity, potentially leading ...
What is your primary use case for Saturn Cloud?
I'm leveraging a cloud-based platform for competitive machine learning. Tight deadlines and resource-intensive models demand powerful hardware. The cloud provides scalable GPUs and RAM, letting me ...
 

Comparisons

No data available
 

Overview

 

Sample Customers

Information Not Available
Nvidia, Snowflake, Kaggle, Faeth, Advantest, Stanford University, Senseye and more.
Find out what your peers are saying about JFrog DevOps Cloud Platform vs. Saturn Cloud and other solutions. Updated: March 2025.
846,617 professionals have used our research since 2012.