Kubernetes is used t deploy all our applications.
Data Science Manager at Zykrr
Is easy to use and deploy
Pros and Cons
- "The deployment is one of the most valuable feature."
- "The user-interface in regards to the other solution can be improved."
What is our primary use case?
What is most valuable?
The deployment is one of the most valuable feature. The solution is also easy to use.
What needs improvement?
The user-interface in regards to the other solution can be improved.
For how long have I used the solution?
I have been using Kubernetes since 2020.
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Kubernetes
October 2026
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What do I think about the scalability of the solution?
It is a highly scalable solution. There are twenty people using Kubernetes.
How was the initial setup?
The initial setup and deployment is quite easy. We have one tech team and one Data Science team.
What other advice do I have?
If you are building an MVP or you are starting small, then Kubernetes might not be the best option because there are some charges associated with it.\ But if you are building an application that might scale rapidly, then you should definitely go with Kubernetes.
If your deployments happen very frequently, then it is definitely the solution you should use, because you can restore previous versions if something fails.
I rate the overall solution a nine out of ten.
Which deployment model are you using for this solution?
Private Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Microsoft Azure
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
DevOps engineer at BrainStorm, Inc.
Has good autoscaling and resilience mechanisms features
Pros and Cons
- "The most valuable features of Kubernetes have been autoscaling and its resilience mechanisms."
- "The platform could be more convenient to use."
What is our primary use case?
We use the product to manage application deployment by troubleshooting and collecting logs.
What is most valuable?
The most valuable features of Kubernetes have been autoscaling and its resilience mechanisms.
What needs improvement?
The platform could be more convenient to use. While the Kubernetes CLI is powerful, the interface needs to be improved. The users often navigate between various third-party IDEs. Thus, a more consolidated or standardized interface could streamline the user experience, allowing easier access without the need to balance between multiple tools.
For how long have I used the solution?
We have been using Kubernetes for three years.
What do I think about the stability of the solution?
The platform is stable. However, it depends on the cloud configuration. I rate the stability a ten out of ten.
What do I think about the scalability of the solution?
The product is scalable. We have 20 Kubernetes users working on and deploying it. We plan to increase the usage.
How are customer service and support?
We contact Microsoft in case of any queries as we are working with Azure Kubernetes services.
How was the initial setup?
The complexity of the initial setup depends on Kubernetes services. It is easy to configure while working in an Azure environment. The Azure portal simplifies the process through configurations with tools like Terraform. It is complicated to create the platform on virtual machines and on-premise machines. We can deploy it within 20 to 30 minutes using data pipelines.
What's my experience with pricing, setup cost, and licensing?
Microsoft provides reasonable costs for Kubernetes.
What other advice do I have?
I advise others to work with Kubernetes if they are developing or running the cloud native configuration. However, there are more cost-effective solutions. I rate it a nine out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Buyer's Guide
Kubernetes
October 2026
Learn what your peers think about Kubernetes. Get advice and tips from experienced pros sharing their opinions. Updated: October 2026.
921,028 professionals have used our research since 2012.
Senior Oracle & Cassandra Database Engineer at Bed Bath & Beyond
An open-source container system for automating software deployment with a useful orchestration feature
Pros and Cons
- "The best thing about Kubernetes is orchestration. It is very good. We will not see much downtime unless there are some human errors. We do not see much downtime or issues with the container or automation."
- "I'm a beginner, and I recently started working with Kubernetes. As of now, I don't see any bugs. However, it would be better if it could be deployed without coding."
What is our primary use case?
We use Kubernetes to run some content as SaaS-based applications, and there are a few more in the pipeline to migrate from the IBM MQ server and mounting to containerization.
What is most valuable?
The best thing about Kubernetes is orchestration. It is very good. We will not see much downtime unless there are some human errors. We do not see much downtime or issues with the container or automation.
What needs improvement?
I'm a beginner, and I recently started working with Kubernetes. As of now, I don't see any bugs. However, it would be better if it could be deployed without coding.
For how long have I used the solution?
I have been using Kubernetes for about six months.
What do I think about the stability of the solution?
Kubernetes is stable for now. Since we are in the process of migrating, I cannot tell for sure. But my friends have been working on it and do not have any problems.
What do I think about the scalability of the solution?
Kubernetes is a scalable solution. That is the reason we do not see much downtime. It is always available as needed.
How was the initial setup?
Because I have an infrastructure background, it is difficult for me to code some parts. So, I depended on some experts here to deploy this solution. It is not very difficult for them.
What other advice do I have?
I would tell potential users that Kubernetes is a very good solution and they should use it.
On a scale from one to ten, I would give Kubernetes a nine.
Which deployment model are you using for this solution?
Public Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Data Engineer at Mofid
Easy-to-use solution with a well-defined interface
Pros and Cons
- "It is a stable and scalable product."
- "They should make documentation simpler for learning."
What is our primary use case?
We use the solution to manage the containers efficiently.
What is most valuable?
The solution has a well-defined interface for every other function like network, CRA container, and run-time interfaces. It is fantastic as open-source software, very generic, and easy to use.
What needs improvement?
The solution's learning courses for the new users and developers must be easier to understand. Presently, they are very abstract, and it is challenging for users to find data.
For how long have I used the solution?
I have been using the solution for a year and a half.
What do I think about the stability of the solution?
It is a stable solution.
What do I think about the scalability of the solution?
The solution is easily scalable. I rate it ten out of ten. Our technical team for the solution consists of ten executives. At the same time, there are two million end users.
How are customer service and support?
I took help from the solution's technical team for Stack Overflow. Their service was good, and I rate it ten out of ten.
How would you rate customer service and support?
Positive
Which solution did I use previously and why did I switch?
We switched to Kubernetes for better scalability, maintenance, and administration.
How was the initial setup?
The solution's initial setup was straightforward. I've used Rancher Kubernetes engine to set the cluster. The deployment took two days to complete. The process involved downloading the binary file and configuring it to servers.
What about the implementation team?
We deployed the solution with the help of our in-house team. The team of three, including data engineers and data operations managers, execute maintenance for it.
What was our ROI?
I have seen a return on investment for the solution.
What's my experience with pricing, setup cost, and licensing?
We use the solution's open-source version.
What other advice do I have?
It is easy to maintain distributed systems and applications using the solution. Although, it requires a few new features to improve managing the volumes. I rate it ten out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Database Infrastructure Engineer at a computer software company with 1,001-5,000 employees
Efficiently hosts databases and applications
Pros and Cons
- "The best thing about Kubernetes is that most of the containerized applications are centralized."
- "There are several areas where Kubernetes could improve."
What is our primary use case?
At my company, we use Kubernetes to host our databases and applications. We work in the telecom domain, and our products use database technologies like Oracle, Postgres, and Cloudgres. We use Kubernetes to host NoSQL databases like Couchbase and Postgres and for some of our containerized applications. We are involved in multiple projects, not just a single one.
What is most valuable?
Kubernetes is a microservice. So, the best thing about Kubernetes is that most of the containerized applications are centralized. You don't need to develop specific company applications on top of container images. Kubernetes also provides flexibility in maintenance. It takes away most of the maintenance part, such as if a port crashes, it comes up automatically, making deployment very easy. We just need to run a few commands to deploy the application, and maintenance is taken care of by Kubernetes. Upgrading applications becomes smooth, requiring less effort and time.
Resource utilization, cost savings, and portability are additional advantages of Kubernetes. It is available in the public clouds, and portability becomes very easy. When it comes to networking, Kubernetes offers very flexible containerization with the added benefit of CSI.
What needs improvement?
There are several areas where Kubernetes could improve. For example, in one of our database projects, we needed a storage layer that would work on safer sites. Our application is a permanent one that requires low latency and is intensive in terms of networking. It works on every single URL and needs access to the database. After researching several solutions available in the market, we went with Portworx for the database back-end storage layer. However, we encountered an issue when we brought down one of the worker nodes in a cluster of three nodes. The pod that was hosted around that worker node was not responding on other worker nodes, even though it was responding. We found out that there was a feature in the alpha stages in the stable site that could have solved this issue, but we don't enable alpha features in our production environment. Therefore, we increased the replication factor in the storage layer from one to two to avoid this issue. Our application is latency-sensitive and demands low latency in terms of network and response time.
So, increasing a replica of the storage level will also cause double the I/O, which has additional costs involved. We did extensive research on that and found that the feature needs to be stabilized; certain improvements are required.
For how long have I used the solution?
I have been using Kubernetes for around two years now, and I'm familiar with it. I worked closely with both the implementation team and the engineering team as well as the research and development team.
What do I think about the stability of the solution?
It is a stable solution.
What do I think about the scalability of the solution?
Scaling up and down is easy in Kubernetes, so adding or removing worker nodes is simple and straightforward.
The engineering team uses it the most. We started with three projects, and now I can see around 150 to 200 people using it.
How are customer service and support?
There is a good support community available.
What's my experience with pricing, setup cost, and licensing?
It's free and open-source; anyone can use it. So there are no hidden fees or anything regarding Kubernetes.
What other advice do I have?
I would encourage you to start with Docker containers first, get the hang of it, and then move on to Kubernetes.
Understand the Docker concepts, software, container networking, and how container images are built. Once that's done, it becomes easy to enter into the Kubernetes world. Kubernetes is an orchestration tool that builds on top of Docker containerization.
I would rate it as excellent because it is very easy to deploy applications, manage ports, and expose applications both within and outside the cluster. Kubernetes also has a good reach and can be used in both private and public clouds, and there is plenty of support in terms of documentation and online forums to help users who run into any issues.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Cloud Architect Freelancer at 73 Team
Helps to automize containers, is stable, and scalable
Pros and Cons
- "The most valuable feature of the platform is the ability to load some of the containers that were previously managed by humans."
- "There is not a large ecosystem surrounding Kubernetes, making it difficult to identify the right problem due to the vast number of solutions."
What is our primary use case?
The primary use case of the solution is container orchestration for a microservices-based architecture.
I worked on deployment in the cloud and on-premises.
How has it helped my organization?
The solution has improved our organization by providing a computing layer abstraction between the cloud provider and on-premise. This has given us higher consistency in management and deployment strategies. The solution also reduces the effect of discrepancies between development and production environments.
What is most valuable?
The most valuable feature of the platform is the auto-healing and auto-scaling ability to offload to the platform tasks that were previously managed by humans.
What needs improvement?
There is a large ecosystem of products surrounding Kubernetes, making it difficult to identify the right solution due to the vast number of options.
For how long have I used the solution?
I have been using the solution for six years.
What do I think about the stability of the solution?
The solution is a stable mature platform.
What do I think about the scalability of the solution?
Scaling is a straightforward and standard process. With the integration provided by the cloud provider, we can even enable automatic scalability.
How was the initial setup?
Setting up without Kubernetes provider services is complex.
What other advice do I have?
I give the solution a nine out of ten.
There is a large amount of overhead associated with maintenance, as we have to maintain everything from the operating system to the application. The cycle of updates and patches for the platform itself is very frequent, with a new version released every four months and various security patches in between. This makes the maintenance task very large if we have to do it ourselves.
The main benefit of Kubernetes is that it is currently the standard for container orchestration. Kubernetes is available across different cloud providers, providing consistency in management and portability that is not available with other products.
In the beginning, the solution may feel as if it has a lot of moving parts that are confusing and overwhelming.
Which deployment model are you using for this solution?
Hybrid Cloud
Disclosure: My company has a business relationship with this vendor other than being a customer. Partner
Engineer at SLT Visioncom Pvt Ltd
Beneficial large community support, widely used, and highly scalable
Pros and Cons
- "Kubernetes is a leading container orchestration solution, known for its simplicity and ease of use. Being open-source, it benefits from large community support, including enterprise support. Many companies offer their own version of Kubernetes, making it widely adopted and supported in the industry."
- "The lack of native support for billing and self-service capabilities is an area Kubernetes could improve. This requires the use of third-party integrations or managed services in order for customers to be able to deploy clusters on their own. It would be beneficial to have these features built-in into the Kubernetes platform."
What is our primary use case?
Kubernetes is open source. It's an orchestration platform for container clusters.
The solution can be deployed anywhere, such as on-premise or in the cloud.
What is most valuable?
Kubernetes is a leading container orchestration solution, known for its simplicity and ease of use. Being open-source, it benefits from large community support, including enterprise support. Many companies offer their own version of Kubernetes, making it widely adopted and supported in the industry.
What needs improvement?
The lack of native support for billing and self-service capabilities is an area Kubernetes could improve. This requires the use of third-party integrations or managed services in order for customers to be able to deploy clusters on their own. It would be beneficial to have these features built-in into the Kubernetes platform.
For how long have I used the solution?
I have been using Kubernetes for approximately one year.
What do I think about the stability of the solution?
This is one of the most stable platforms in the market.
I rate the stability of Kubernetes a nine out of ten.
What do I think about the scalability of the solution?
The scalability of Kubernetes is excellent. You can have one to two nodes and it can scale to 1,000,000 nodes.
I rate the scalability of Kubernetes a ten out of ten.
How was the initial setup?
The initial setup for Kubernetes is not straightforward. Setting up a Kubernetes cluster requires some level of experience and training, as well as knowledge. The procedures and setups vary depending on the specific deployment scenario.
I rate the initial setup of Kubernetes a six out of ten.
What about the implementation team?
We use one person to deploy the solution. However, it can depend on if it's a bare metal setup for on-premise, this could take longer. Starting from the bare metal for a cloud deployment one person is enough.
What other advice do I have?
For the maintenance of Kubernetes, one person is more than enough because it's an orchestration platform. They only manage the container or microservices.
My advice to others is for them to gain a basic understanding and training in Kubernetes and also develop some management skills. If they are willing to learn and can manage the technology, Kubernetes is a good choice as it is an emerging and leading technology in the cloud industry.
I rate Kubernetes a nine out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Senior DevOps Engineer at a tech vendor with 10,001+ employees
Allows developers to provide trolling updates and zero downtime with harmonic features
Pros and Cons
- "All the current features are quite harmonic."
- "It increases developers' overhead."
What is our primary use case?
This solution is used for serving DevOps.
How has it helped my organization?
Kubernetes is quite controversial. It increases developers' overhead and allows them to provide trolling updates and zero downtime. In addition, it has increased the possibility of delivery of new features without training downtime of the application.
What is most valuable?
All the current features are quite harmonic, and they require each other.
For how long have I used the solution?
We have been using this solution for about two years, and it is deployed on the public cloud.
What do I think about the scalability of the solution?
I rate the scalability a ten out of ten. It is infinitely scalable, and no feature can scale like Kubernetes. How much we use the solution depends on the company's business needs.
Which solution did I use previously and why did I switch?
We did not use other solutions and have only used Kubernetes.
How was the initial setup?
I rate the initial setup a four out of ten. It requires call writing come, YAML files and help to chart things done. You need to add something new to improve the solution and handle the traffic. The deployment was completed in-house, and one person was enough to complete the deployment.
What was our ROI?
We have not seen a return on investments. It's saved the possibility of rollout and zero downtime from projects. It's like the biggest advantage of the human ordinate.
What's my experience with pricing, setup cost, and licensing?
It is an open-source solution, so it is free to use. People on the internet always advocate for cheaper options. If you want to use a managed solution, you'll have to pay for it, and it can be expensive if you manage it on your own.
What other advice do I have?
I rate this solution an eight out of ten. Regarding advice, if you have a small infrastructure, do not go with full Kubernetes. Instead, use smaller solutions like K3s or Rancher and full Kubernetes if you have a vast infrastructure.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Azure DevOps Lead at DXC Technology
Great auto-scaling feature which enables us to define node thresholds
Pros and Cons
- "Auto-scaling and self-healing features are very good."
- "It would be helpful if the UI were more graphical."
What is our primary use case?
We use Kubernetes to orchestrate the containers for deploying our Docker images to Kubernetes. I'm an Azure DevOps lead.
How has it helped my organization?
Kubernetes has some advanced features like auto-scaling and a good self-healing facility. If Kubernetes runs in the form of ports and one of the ports dies, a new one automatically appears. These advanced features help us to deploy our application and makes life easier.
What is most valuable?
I find the auto-scaling feature very good because rather than manually decreasing the number of nodes, we can define the threshold.
What needs improvement?
The UI should be improved. It would be helpful if it was more graphical. Kubernetes currently runs perfectly with the Linux environment because it has Docker as a container runtime, and Docker works perfectly with the Linux operating system. It should also be able to run with the MacBook and Windows OS, similar to Linux and it would be helpful if they would include this in the next release.
For how long have I used the solution?
I've been using this solution for four years.
What do I think about the stability of the solution?
The solution is stable.
What do I think about the scalability of the solution?
If you're using a cloud service provider there's no problem with scalability. When there's a newer version, we'll upgrade our Kubernetes cluster to the latest version.
Which solution did I use previously and why did I switch?
We previously had an on-prem solution using some tools like ClearCase, which is a centralized repository we used to work under. Given that everyone is migrating to cloud, we've done the same, migrating our applications to AWS and Azure Kubernetes.
How was the initial setup?
Although it doesn't take long to deploy, Kubernetes is difficult to set up even if it's the small, mini one-node Kubernetes cluster. For a cloud deployment, it's either Azure or AWS. The cloud service provider will take care of the master node. We currently have a DevOps team of seven people. If we have a big cluster, we can it into multiple clusters, one for the Dev team, one for the QA team, and one for production; each team can work on its cluster and deployment can be done quickly.
What's my experience with pricing, setup cost, and licensing?
Pricing depends on the cloud service provider. Comparing AWS and Azure, Google Cloud has a much better pricing model, as does Linode. We receive a monthly licensing account.
What other advice do I have?
It's important to learn the architecture of Kubernetes and know what each and every component of Kubernetes does. It makes the deployment easier. Whether or not you choose Kubernetes depends on your use case. If you have a business model that requires minimal changes with fixed requirements then Kubernetes might not be the way to go. If you're constantly needing to make changes, Kubernetes is a great solution.
I rate the solution eight out of 10.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
DevOps Engineer at CloudKite.io
Container management solution that is cost effective and offers fast performance
Pros and Cons
- "This solution is cost effective and fast. We are able to use Kubernetes to orchestrate hundreds of container images which has been a major benefit."
- "There is a feature called Terraform and, based on the reviews I have read, it could be improved."
What is our primary use case?
This is a container orchestration platform used to organize our containers. Most of our applications are developed containers. We need Kubernetes to manage the network and volumes. We had approximately 50 tech team members using this solution.
What is most valuable?
This solution is cost effective and fast. We are able to use Kubernetes to orchestrate hundreds of container images which has been a major benefit.
What needs improvement?
There is a feature called Terraform and, based on the reviews I have read, it could be improved.
For how long have I used the solution?
I have been using this solution for two years.
What do I think about the stability of the solution?
This is a stable solution.
What do I think about the scalability of the solution?
You can scale Kubernetes up and down easily.
How are customer service and support?
When it comes to support, we have mostly used the documentation provided for the solution.
How was the initial setup?
The initial setup is straightforward but you do need to know the basics. The speed and ease of the set up depends on how fast you want the application to be and the amount of traffic your application generates.
When I first started using Kubernetes, it was quite challenging. I would rate the set up a two and a half out of five.
What's my experience with pricing, setup cost, and licensing?
Kubernetes is open source and is an orchestration platform. It is a cost effective solution and its pricing depends on your company and how you use it.
Which other solutions did I evaluate?
We evaluated solutions like OpenShift and Rancher. The great thing about Openshift is that it is ready to use out of the box. When using Kubernetes, you have to set everything up on your own. Besides that, there are not many differences between Kubernetes and the other solutions.
What other advice do I have?
This is a very good registration platform. It saves costs and is fast. You can deploy thousands of replicas of your application all at once, as long as you have enough resources.
I would rate this solution a nine out of ten.
Which deployment model are you using for this solution?
Public Cloud
Disclosure: My company has a business relationship with this vendor other than being a customer.
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