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

CloudBees vs Prem Studio 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

CloudBees
Ranking in AI Software Development
4th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
20
Ranking in other categories
Build Automation (6th), Configuration Management (11th), Value Stream Management Software (2nd), DevSecOps (5th), AI-Augmented Software-Testing Tools (2nd), Feature Management (1st)
Prem Studio
Ranking in AI Software Development
22nd
Average Rating
10.0
Reviews Sentiment
1.0
Number of Reviews
2
Ranking in other categories
AI Development Platforms (18th)
 

Featured Reviews

YashBrahmani - PeerSpot reviewer
Senior Associate at BNP Paribas CIB
Offers a clear visualization and overview of workflows and helpful in managing CI/CD processes
Improvement in the sense that they can do better in terms of management of logs and stuff like that because the console logs are very extensive, and that causes a lot of storage issues. That is one of the things which is there. Also, with respect to the traditional platform and the modern platform, many things have upgraded, and it has quite improved. But when we talk about the performance of the agents, it’s still very crucial because it’s not up to par. It takes a lot of time to provision the agent and to finish the build because of the SSH connection and the JNLP connection. Due to that, sometimes the agent doesn’t get provisioned. Those are some of the blockers that meet up the time in terms of administering the instance.
reviewer2760291 - PeerSpot reviewer
Head of AI at a consultancy with 1,001-5,000 employees
Has accelerated AI solution development through automated evaluation and fine-tuning
Prem Studio allowed me to easily automate and solve the complicated problem of exploring and identifying the best AI architecture for our problems. Prem Studio has a straightforward yet powerful approach to evaluate disparate AI architectures on our business problems and to accurately fine-tune the most promising ones. This significantly reduced time-to-market, almost by a factor of ten in my case, for solutions tailored and optimized for customer requirements and KPIs.

Quotes from Members

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

Pros

"CloudBees assists by automating tasks, previously done manually, in the pipeline setup."
"The customer support is good. You get good representatives from CloudBees to help you and understand your requirements."
"The security audit product offered by CloudBees is particularly beneficial in automating audit processes, which reduces the time developers spend on audits."
"CloudBees's user interface is very simple and user-friendly."
"The solution's most valuable feature is its flexibility."
"CloudBees updates its features frequently, so if we need something like SSL login, they enable it."
"It’s a very good tool for auditing your project pipelines as well."
"CloudBees is the Jenkins tool for building and deploying. There's open-source Jenkins, which is free and can be used by any organization, but it offers a different architecture for Jenkins. If your organization is larger, you might choose the architecture. This way, you can have different masters for different applications, and different teams can manage their masters separately. However, a single person can still control all the masters, whoever manages it for the organization."
"The dataset management feature and the managed finetuning are the most valuable because they save the most time."
 

Cons

"There are connection issues with CloudBees, specifically between Sybase and CloudBees. W"
"Sometimes, there are performance issues, however, they may be due to our organization's configuration."
"A lot of stability issues are there with CloudBees."
"The platform could integrate better with other tools and support external tools directly."
"We've noticed occasional issues with folder permissions changing unexpectedly. Specifically, permissions sometimes shift from the CloudBees user to the root user. This can cause pipeline failures, as pipelines require the correct CloudBees user permissions to execute properly."
"The problem with CloudBees is that when you merge it, the pipelines would randomly fail multiple times."
"I would like to see improved speed and availability."
"To improve efficiency, they should focus on smoother label deployment."
"The inference should be faster."
report
Use our free recommendation engine to learn which AI Software Development solutions are best for your needs.
881,114 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
21%
Manufacturing Company
11%
Legal Firm
9%
Computer Software Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise17
No data available
 

Questions from the Community

What needs improvement with CloudBees?
There are connection issues with CloudBees, specifically between Sybase and CloudBees. We often encounter connection problems, and there are issues with the pipelines.
What is your primary use case for CloudBees?
We use CloudBees for deploying the code in higher environments, such as QA, C2, staging, and production.
What advice do you have for others considering CloudBees?
I would recommend CloudBees to others because building jobs is much easier than with other solutions.
What is your primary use case for Prem Studio?
I use Prem Studio to finetune LLM models so that they answer the way I want.
 

Comparisons

No data available
 

Overview

Information not available
 

Sample Customers

Capital One, PEGA, vistaprint, HSBC, BOSCH, Starbucks Coffee
Information Not Available
Find out what your peers are saying about CloudBees vs. Prem Studio and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.