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CloudBees vs Zilliz 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

CloudBees
Ranking in AI Software Development
10th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
20
Ranking in other categories
Build Automation (7th), Configuration Management (10th), Value Stream Management Software (2nd), DevSecOps (4th), AI-Augmented Software-Testing Tools (2nd), Feature Management (1st)
Zilliz Cloud
Ranking in AI Software Development
27th
Average Rating
8.6
Reviews Sentiment
4.6
Number of Reviews
2
Ranking in other categories
Vector Databases (19th)
 

Mindshare comparison

As of June 2026, in the AI Software Development category, the mindshare of CloudBees is 0.5%, up from 0.0% compared to the previous year. The mindshare of Zilliz Cloud is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Software Development Mindshare Distribution
ProductMindshare (%)
CloudBees0.5%
Zilliz Cloud0.4%
Other99.1%
AI Software Development
 

Featured Reviews

KishoreKumar4 - PeerSpot reviewer
Senior Qe Lead at Cognizant
Consistent automation has improved deployments and supports efficient client-facing workflows
Deployment and other processes are feasible for me, making this a smooth process. The integration part is good. We can use multiple things by integrating with CI/CD pipelines, and this is very feasible for us. This allows us to do our work easily. The productivity is very good. CloudBees is a good and efficient tool. We can work in client-facing scenarios, and since clients have provided these types of tools, we are able to work on them effectively.
PrinceKumar2 - PeerSpot reviewer
Cloud Engineer at Rishabh Software
Managed vector search has reduced infrastructure overhead and empowers faster AI workloads
Zilliz Cloud has allowed us to focus on building the AI products without the overhead of operating vector database infrastructure. The best features Zilliz Cloud offers, in my opinion, include high-performance similarity search, managed infrastructure for cluster maintaining, infrastructure scaling, backup management, storage planning, Milvus compatibility, and metadata filtering. The offering of this managed infrastructure of a vector database is most useful for me, and the high-performance similarity search is useful in my case. Regarding the similarity search, it delivers low latency retrieval and maintains strong relevance in returned units, which is particularly useful for me. Zilliz Cloud has positively impacted my organization because initially, we spent too much time hosting self-hosted Milvus and planning for infrastructure that did not yield very useful results. Now, we do not have the overhead of managing infrastructure for my vector database, so we can directly focus on building our RAG system and AI workload. Time saved is the first and foremost outcome since all the time we invested in self-hosting Milvus has been redirected towards building the AI workloads. Time has definitely been saved, which is the primary benefit of using Zilliz Cloud.

Quotes from Members

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

Pros

"CloudBees is a good and efficient tool."
"The most valuable features are Java features, microservice communication, payment validation, Jenkins Sonar, management master to CloudBees, Blue Ocean, JobConfig, and support."
"CloudBees operates seamlessly. Deploying to a cluster is straightforward—just one click, and the job is done."
"The most valuable feature of the solution is that its GUI is quite simple."
"The solution's most valuable feature is its flexibility."
"I find the automation feature most valuable. CloudBees is highly scalable and supports both small and large teams. The deployment process is also faster when compared to on-premise."
"CloudBees's user interface is very simple and user-friendly."
"It’s a very good tool for auditing your project pipelines as well."
"Zilliz Cloud has allowed us to focus on building the AI products without the overhead of operating vector database infrastructure."
"The best feature of Zilliz Cloud is that it helps in very high-performance vector search, and it is also very scalable, with very low latency that helps provide faster results."
 

Cons

"A lot of stability issues are there with CloudBees."
"I think a preview of the errors would be good just at the point where the error occurs."
"The platform could integrate better with other tools and support external tools directly."
"The user interface of CloudBees is good but could be even more intuitive. Improving the user-friendliness of the interface and having simpler setup configurations would greatly benefit new users."
"We did face some challenges, particularly with the infrastructure."
"There could be improvements in the ease of use."
"Sometimes, there are performance issues, however, they may be due to our organization's configuration."
"For CloudBees, I can suggest that the log is very high, which is very hectic for us when trying to find which error is coming."
"It can be improved a little bit on the search functionality."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Construction Company
16%
Manufacturing Company
10%
Computer Software Company
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise18
No data available
 

Questions from the Community

What needs improvement with CloudBees?
For CloudBees, I can suggest that the log is very high, which is very hectic for us when trying to find which error is coming. This creates complexity. If possible, we could sort the logs so we can...
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?
We can upload the JAR file and deploy at the Jenkins level during our deployment. These types of labels and IDs can be deployed using CloudBees. Once we click to start the build, it automatically r...
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Comparisons

 

Overview

 

Sample Customers

Capital One, PEGA, vistaprint, HSBC, BOSCH, Starbucks Coffee
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