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Amazon EKS vs Splunk Observability Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

Review summaries and opinions

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

ROI

Sentiment score
4.0
Companies achieved 20-40% savings and improved efficiency with Amazon EKS through automation, deployment speed, and dynamic resource allocation.
Sentiment score
6.6
Splunk Observability Cloud boosts workflow efficiency by over 75%, enhancing visibility, reducing downtime, and cutting costs for IT and DevOps.
Initially, not having them resulted in an unoptimized solution. However, with these tools in place, we witnessed a reduction of costs by approximately a third—if it was $100 beforehand, we brought costs down to $25.
DevOps Consultant at US Contract | Freelancer
We have cost explorer available, and a bill forecast based on usage allows us to determine whether resources are underutilized or overutilized.
Platform Software Engineer 4 at Nexthink
It's a fast deployment, with very good documentation, and it's really helpful.
Senior SOC Developer at XVE Security
Using Splunk has saved my organization about 30% of our budget compared to using multiple different monitoring products.
Senior Manager at Bank of America
Anyone working in front-end management should recognize the market price to see the true value of end-user monitoring.
General Manager at MOCOMSYS
I have definitely seen a return on investment with Splunk Observability Cloud, particularly through how fast it has grown and how comfortable other teams are in relying on its outputs for monitoring and observability.
IT Operations Engineer at ABC Supply Co. Inc.
 

Customer Service

Sentiment score
6.3
Amazon EKS support is praised for quick, professional help, with premium plans offering dedicated assistance for complex issues.
Sentiment score
7.2
Splunk Observability Cloud's customer service is praised for responsiveness and effectiveness despite some needing improved response times and personalization.
We didn't need to manage etcd and those control management tools; it's totally handled from the AWS side, making it very beneficial.
Aws DevOps Engineer at Nova Techset Ltd
I believe there should be a recovery solution available for at least a few hours so that we might bring it back.
Administrator at a tech vendor with 201-500 employees
They will set up a call, guide us, or provide solutions regarding integration with AWS or Amazon EKS.
DevOps Engineer at a consultancy with 201-500 employees
On a scale of 1 to 10, the customer service and technical support deserve a 10.
Systems Administrator at a insurance company with 1,001-5,000 employees
They have consistently helped us resolve any issues we've encountered.
Software Engineer at UKG
They often require multiple questions, with five or six emails to get a response.
Splunk Observability Expert
 

Scalability Issues

Sentiment score
5.7
Amazon EKS offers high scalability and reliability, providing seamless scaling and integration for diverse, demanding environments with managed services.
Sentiment score
7.1
Splunk Observability Cloud is scalable and flexible for large operations, but costs and performance require careful management.
The ability to scale based on requirements by deploying additional containers is a strong point for Kubernetes.
AWS Cloud Engineer at a tech services company
This allows us to scale our applications or APIs as needed, offering reliability through the automation of scaling processes.
DevOps Engineer | AWS and Terraform Specialist | Multicloud Experience at a agriculture with 11-50 employees
If any node is not ready, the cluster autoscaler ensures that it is removed from the AWS auto-scaling group and replaces it with a new node in the cluster.
Administrator at a tech vendor with 201-500 employees
We've used the solution across more than 250 people, including engineers.
Splunk Observability Expert
As we are a growing company transitioning all our applications to the cloud, and with the increasing number of cloud-native applications, Splunk Observability Cloud will help us achieve digital resiliency and reduce our mean time to resolution.
Application Developer at UMB Financial
I would rate its scalability a nine out of ten.
Senior Manager at Bank of America
 

Stability Issues

Sentiment score
6.7
Amazon EKS is highly reliable with strong self-healing features, ensuring stability and performance despite minor issues and complexity.
Sentiment score
7.7
Splunk Observability Cloud is stable with minor issues, generally rated highly, though user-specific environments may affect performance.
There are multiple availability zones in the regions, meaning no single point of failure.
Aws DevOps Engineer at Nova Techset Ltd
The control plane is quite stable in Amazon EKS, and I find it to be 100% available.
Administrator at a tech vendor with 201-500 employees
We haven't faced any challenges, and it consistently delivers on its committed SLA.
Technical Lead at Cognizant
When downtime occurs, it raises concerns about how we measure and receive alerts, as everything needs to be in place.
Aws Dev Ops Engineer at a consultancy with 10,001+ employees
I would rate its stability a nine out of ten.
Head of DevOps at a tech services company with 1-10 employees
We rarely have problems accessing the dashboard or the page.
Splunk Observability Expert
 

Room For Improvement

Amazon EKS faces stability, cost, and complexity challenges, driving demand for improved integrations, user-friendly interfaces, and flexible options.
Splunk Observability Cloud requires better usability, pricing transparency, tool integration, search performance, and enhanced documentation, training, and customization.
Simplifying these will enable more people, not just those with strong foundational knowledge, to work effectively with these services.
AWS Cloud Engineer at a tech services company
Amazon EKS can be improved by having the maintenance of Kubernetes versions managed better, as everything is handled by the Kubernetes team and possibly a separate team at AWS.
Platform Software Engineer 4 at Nexthink
Adding logging would be a valuable improvement.
Senior SOC Developer at XVE Security
The out-of-the-box customizable dashboards in Splunk Observability Cloud are very effective in showcasing IT performance to business leaders.
IT Operations Engineer at ABC Supply Co. Inc.
The next release of Splunk Observability Cloud should include a feature that makes it so that when looking at charts and dashboards, and also looking at one environment regardless of the product feature that you're in, APM, infrastructure, RUM, the environment that is chosen in the first location when you sign into Splunk Observability Cloud needs to stay persistent all the way through.
Systems Monitoring Engineer II at a government with 10,001+ employees
There should be a solution to update OTeL agents from Splunk Observability Cloud itself.
Senior Software Engineer at WorldPay US
 

Setup Cost

Amazon EKS pricing is seen as competitive for enterprises but may be costly for small businesses due to usage-based fees.
Splunk Observability Cloud offers valuable features but faces criticism for its higher pricing compared to alternatives like Dynatrace and AppDynamics.
The EKS service itself is free, but you will incur costs for the VMs used as nodes in that cluster.
DevOps Engineer at a tech services company with 201-500 employees
If you want to monitor costs effectively, applying separate tools and acting accordingly in advance is essential.
DevOps Consultant at US Contract | Freelancer
I appreciate the overall pricing model of AWS, where you pay based on usage, which allows for a clear understanding of costs associated with services.
Senior DevOps Engineer at a tech services company with 10,001+ employees
Splunk is a bit expensive since it charges based on the indexing rate of data.
Senior Manager at Bank of America
It is expensive, especially when there are other vendors that offer something similar for much cheaper.
Solutions Architect at Ikusi
I can confidently say our availability improved by forty percent, and downtime was reduced by approximately seventy to eighty percent.
Splunk Engineer at Data Elicit Solutions Pvt. Ltd.
 

Valuable Features

Amazon EKS enhances scalability, simplifies Kubernetes management, integrates with AWS, and supports secure, efficient microservices architecture and deployment.
Splunk Observability Cloud offers customizable dashboards, real-time monitoring, AI analytics, integration capabilities, and scalability for enhanced operational efficiency.
The most beneficial aspect of Amazon EKS is that it helps manage the Kubernetes master node, so I don't need to maintain the master node, including tasks like upgrading.
cloud architect at selfstarter
The main benefits that I received from using Amazon EKS are that it is a managed cluster and offers simplicity.
System Engineer - EMEA at a comms service provider with 10,001+ employees
By default, if you just install Amazon EKS, you can deploy your application, but to have it enterprise-ready, you have to configure a number of other things that will boost productivity.
Platform Software Engineer 4 at Nexthink
Splunk provides advanced notifications of roadblocks in the application, which helps us to improve and avoid impacts during high-volume days.
Senior Manager at Bank of America
For troubleshooting, we can detect problems in seconds, which is particularly helpful for digital teams.
Splunk Observability Expert
It offers unified visibility for logs, metrics, and traces.
Administrator at a tech vendor with 10,001+ employees
 

Categories and Ranking

Amazon EKS
Ranking in Container Management
1st
Average Rating
8.4
Reviews Sentiment
6.2
Number of Reviews
96
Ranking in other categories
Container Security (12th)
Splunk Observability Cloud
Ranking in Container Management
5th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
82
Ranking in other categories
Application Performance Monitoring (APM) and Observability (6th), Network Monitoring Software (8th), IT Infrastructure Monitoring (7th), Cloud Monitoring Software (6th), Digital Experience Monitoring (DEM) (2nd)
 

Mindshare comparison

As of March 2026, in the Container Management category, the mindshare of Amazon EKS is 13.0%, down from 14.2% compared to the previous year. The mindshare of Splunk Observability Cloud is 0.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Management Mindshare Distribution
ProductMindshare (%)
Amazon EKS13.0%
Splunk Observability Cloud0.8%
Other86.2%
Container Management
 

Featured Reviews

Mahesh Dash - PeerSpot reviewer
DevOps Consultant at US Contract | Freelancer
Has enabled seamless infrastructure configuration while improving identity integration and monitoring capabilities
It has been since 2019 that I started using Amazon EKS. At that time, it was completely new, and many people were not using it just yet; it started from version 1.21, and right now we are on 1.33. Recently, 1.34 has been launched, but it's not yet available in the service catalog; we can see only 1.33. A lot of improvements have been made. We had numerous add-ons to install manually because Kubernetes is a completely different service than AWS cloud provider, and everyone has opted to use it. After opting, there is an identity that you have to maintain—one at Kubernetes level and one at the AWS provider level. You have to maintain one identity at IAM level and one within the cluster, Amazon EKS. A few things do not make sense within the add-ons, many of the secret providers that read the secret from Secrets Manager and then mount it as a volume. We use a service called EBS CSI driver, which reads the secrets or sensitive data from Secrets Manager and then mounts it as a volume to the pod at runtime. However, that doesn't have a dynamic feature where, if any changes happen in the secrets, it can read and populate in the environment. Sometimes consider your RDS password or OpenSearch password rotates. Amazon EKS doesn't have that feature to read the dynamic one and consider that the password has changed overnight; there is no functionality from the provider to see the changes and then restart the pod or fetch the new value. This often leads to downtime of 12 or even 6 hours, depending on when you realize it, so that needs improvement. Nonetheless, mostly on the add-on side, they have developed a lot; earlier we were installing them manually, but now with EKS auto mode, many things VPC CLI and pod identity service—around four plugins—are installed by default, which is a good thing. However, I believe there should be some solution that is self-contained, covering generic use cases. With the 1.33 release, they have addressed most of my earlier concerns, but I am still looking for some improvements, particularly in CloudWatch monitoring. In IT, we manage two aspects: either the system or the application. Currently, the application logs and monitoring are not very robust in CloudWatch; you can only find things if you are familiar with them. Fortunately, we are familiar, as most of the monitoring involves two types of databases: one is a time series for monitoring data, and the other is an indexing solution for a streaming service. This means we need to get the logs from each node, index them, and populate them on a screen. That part remains a separate service, but if they managed it within Amazon EKS service, where the monitoring is consolidated in one place, you wouldn't need to rely on Prometheus, Grafana, or different services. It would be advantageous to have a consolidated platform for EKS, as Kubernetes is leveraged; monitoring and logging should also be integrated simply by enabling parameters or tags. This would create a self-contained platform where people can onboard and start using it. Currently, I still need to enable logging and monitoring among other things myself; that shouldn't be the case after six or seven years in the market. On a scale from 1 to 10, I would rate Amazon EKS tech support an eight. Some individuals have a deep understanding of the services and can identify potential bottlenecks, especially with load balancer endpoints and certificate management. The shift from NGINX to AWS load balancers has diminished many previous issues. However, not every support engineer meets the same level of expertise, hence why I rate it a solid eight, which I consider decent.
Taiwo Ige - PeerSpot reviewer
IT Operations Engineer at ABC Supply Co. Inc.
Alerting improves incident response across teams and enables faster awareness before customer impact
Splunk Observability Cloud could be improved in terms of integrations with more technical add-ons, such as Zoom. Although they have one with Zoom, it's not available in the cloud, so having that feature would be beneficial. Essentially, Splunk should continue expanding to create easier ways to ingest logs from different products. The out-of-the-box customizable dashboards in Splunk Observability Cloud are very effective in showcasing IT performance to business leaders. However, there are aspects that could be improved, such as linking dashboards to one another. While IT leaders may not drill down, it's crucial to create levels of dashboards for technical users to find root causes, making it effective for stakeholders.
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
11%
Government
7%
Manufacturing Company
6%
Financial Services Firm
11%
Computer Software Company
10%
Manufacturing Company
9%
Retailer
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business33
Midsize Enterprise21
Large Enterprise48
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise10
Large Enterprise53
 

Questions from the Community

What do you like most about Amazon EKS?
The product's most valuable features are scalability, observability, and performance.
What is your experience regarding pricing and costs for Amazon EKS?
Pricing for Amazon EKS is quite good, because you can choose the instances which are running under the hood. If you wanted to use smaller machine types, you can control your cost quite well. You ar...
What needs improvement with Amazon EKS?
One limitation I have found with using Amazon EKS is that there is a very big learning curve. It is very complicated to use the tool. I have used Google's GKE which offers an easier framework becau...
What do you like most about SignalFx?
The most valuable feature is dashboard creation.
What needs improvement with SignalFx?
Regarding dashboard customization, while Splunk has many dashboard building options, customers sometimes need to create specific dashboards, particularly for applicative metrics such as Java and pr...
What is your primary use case for SignalFx?
The solution involves observability in general, such as Application Performance Monitoring, and generally addresses digital applications, web applications, sites, and mobile applications. I worked ...
 

Also Known As

Amazon Elastic Kubernetes Service
Splunk Infrastructure Monitoring, Splunk Real User Monitoring (RUM), Splunk Synthetic Monitoring
 

Overview

 

Sample Customers

GoDaddy, Pearson, FICO, Intuit, Verizon, Honeywell, Logicworks, RetailMeNot, LogMeIn, Conde Nast, mercari, Trainline, Axway
Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Find out what your peers are saying about Amazon EKS vs. Splunk Observability Cloud and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.