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Amazon Elastic Container Service 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
2.4
Amazon Elastic Container Service offers cost-effective scalability, operational savings, and ROI, especially benefiting larger companies with integrated services.
Sentiment score
6.4
Splunk Observability Cloud boosts ROI by enhancing efficiency, reducing costs, and improving monitoring, workflow, and API management.
This saving is achieved since, with EC2, the entire virtual machine must be running regardless of workload, whereas Fargate eliminates this cost.
Chief Technology Officer at Looplex SA
We have saved considerable amounts of money, reducing our expenditures from around three to four crores to approximately one to one point two crores.
Senior Manager at Agriculture Skill Council of India
We have been able to save a great deal of money, and our profits have increased by twenty percent.
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
Using Splunk has saved my organization about 30% of our budget compared to using multiple different monitoring products.
Senior Manager at Bank of America
 

Customer Service

Sentiment score
7.9
Amazon ECS support is responsive and friendly, but pricing is high and documentation initially lacking for complex issues.
Sentiment score
7.3
Splunk Observability Cloud's support is praised for responsiveness and effectiveness, though some seek quicker responses and more experienced staff.
AWS partnership provides access to their architects for guidance when needed.
Chief Data Scientist at Ngenux
The customer support is good.
Lead DevSecOps Engineer & Founder of Spiderthings Solutions at a computer software company with 51-200 employees
We do not rely heavily on technical support from AWS as we have our own teams managing the infrastructure.
General Manager at Vodafone Idea Ltd.
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
The customer support system is the foundational pillar of any successful business.
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
 

Scalability Issues

Sentiment score
7.1
Amazon ECS excels in scalability with autoscaling and EKS, though some note slower scaling for large applications.
Sentiment score
6.9
Splunk Observability Cloud scales well with organizational growth, though costs and custom metric limits can challenge users.
Amazon Elastic Container Service has a scalability rating of ten out of ten.
Chief Technology Officer at Looplex SA
Scalability becomes an inherent capability in the cloud context, and this service does well in that regard.
General Manager at Vodafone Idea Ltd.
Amazon Elastic Container Service has significant limitations regarding scalability.
Lead Developer at Virtual Restaurant Solutions
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
We have never seen any kind of downtime or crashes, as it has been absolutely very easy to scale.
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
 

Stability Issues

Sentiment score
6.9
Amazon Elastic Container Service is highly stable with minimal downtime and praised for reliability, though user expertise impacts experiences.
Sentiment score
7.7
Users find Splunk Observability Cloud stable and reliable but note occasional performance issues, outages, and room for improvement.
The stability of Amazon Elastic Container Service is excellent.
Chief Technology Officer at Looplex SA
Amazon Elastic Container Service is mostly very stable.
General Manager at Vodafone Idea Ltd.
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
Splunk Observability Cloud is very stable.
Software Engineer at Titanslab Inc.
It is highly scalable because it can handle approximately up to one hundred applications at a time without any lapse or lag.
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
 

Room For Improvement

Amazon ECS needs improvements in orchestration, UI, logging, pricing, documentation, load balancing, autoscaling, monitoring, encryption, and compatibility.
Splunk Observability Cloud needs improvements in cost transparency, third-party integration, user interface, log management, machine learning, and onboarding.
Currently, when scaling with Amazon Elastic Container Service, I have to choose between monitoring CPU or memory usage to scale up or scale out; there is no option to monitor both simultaneously.
Chief Technology Officer at Looplex SA
When it comes to new-age services around AI, particularly in the areas of LLMs and genomics, these services are not fully available in our region's availability domain.
General Manager at Vodafone Idea Ltd.
They did not previously provide the ability to change the target group and load balancer after a deployment, but now they do.
Lead DevSecOps Engineer & Founder of Spiderthings Solutions at a computer software company with 51-200 employees
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 ECS is cost-effective with pay-as-you-go pricing but can be expensive if misconfigured, offering good value.
Splunk Observability Cloud's pricing is considered high, leading to concerns about long-term affordability despite valued features.
Amazon Elastic Container Service is quite cheap compared to Google, particularly for hosting databases.
Chief Technology Officer at Looplex SA
Our customers often do a trade-off between requiring services at particular SLA levels and being willing to pay a premium price to us as partners.
General Manager at Vodafone Idea Ltd.
Regarding pricing, setup cost, and licensing, the evergreen AWS is a definite win.
Lead DevSecOps Engineer & Founder of Spiderthings Solutions at a computer software company with 51-200 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 a recruiting/HR firm with 11-50 employees
 

Valuable Features

Amazon ECS provides seamless container management with features like service discovery, auto-scaling, and AWS integration for cost-efficient deployments.
Splunk Observability Cloud excels in real-time monitoring, scalability, and analytics, enhancing visibility and performance across multi-cloud environments.
It inherently offers scalability by default, without our IT teams needing to take the extra load to make the services available for our end users.
General Manager at Vodafone Idea Ltd.
Main benefits that Amazon Elastic Container Service provides include saving maintenance costs in terms of saving time, and since it auto scales, we save on infrastructure costs by running at lower instances when it is not heavily used.
Chief Data Scientist at Ngenux
Availability is the most valuable feature because if containers are hosted on Amazon Elastic Container Service, they are truly available and do not go down.
Manager, Engineering at a retailer with 10,001+ employees
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 Elastic Container Se...
Ranking in Container Management
12th
Average Rating
8.4
Reviews Sentiment
6.0
Number of Reviews
53
Ranking in other categories
Containers as a Service (CaaS) (1st)
Splunk Observability Cloud
Ranking in Container Management
5th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
89
Ranking in other categories
Application Performance Monitoring (APM) and Observability (5th), Network Monitoring Software (7th), IT Infrastructure Monitoring (4th), Cloud Monitoring Software (4th), Digital Experience Monitoring (DEM) (3rd)
 

Mindshare comparison

As of August 2026, in the Container Management category, the mindshare of Amazon Elastic Container Service is 2.0%, up from 1.4% compared to the previous year. The mindshare of Splunk Observability Cloud is 1.5%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Management Mindshare Distribution
ProductMindshare (%)
Splunk Observability Cloud1.5%
Amazon Elastic Container Service2.0%
Other96.5%
Container Management
 

Featured Reviews

AG
Lead Developer at Virtual Restaurant Solutions
Starts strong with functionalities but reveals cost limitations
The main challenge with Amazon Elastic Container Service is the significant learning curve. Everything mentioned took months to understand. It is not for the faint of heart. Though they have graphical interfaces and numerous dashboards that help create all the services graphically, learning to use Bash can be challenging. Because these are headless servers by nature, there is no graphical interface. It is not similar to Windows where you can hit the start button and look for your program, or Mac where you can look for programs on your desktop. Instead, users must understand this new paradigm of a Linux headless server, which requires using command-based prompts for builds and development.
PK
Project Manager at AGRICULTURE SKILL COUNCIL OF INDIA (ASCI)
Unified observability has improved real-time governance and now drives data-led decisions
Log Observer Connect is embedded here, but we are facing some delays in centralized log collection and analysis, which can be further fastened. We are collecting all the data metrics and decision-making insights, but all these data-driven decisions coming from different applications are not connected somewhere. A consolidated form or correlation of these insights is not happening between each other due to which we feel we are missing something significant. Some generalized feedback includes that predictive alerts or alarms which can be integrated with AI-driven alarms and alerting features should be established so that there is AI-driven intelligence and anomaly detection happening with a complete systematic process in service delivery. Application dependencies are huge, and business and operational dashboards should be improved. Right now there are very interactive custom dashboards, and every now and then, the personalization of enhancements keeps happening. KPI monitoring, executive reporting, and analytics have definitely been introduced to a great extent. There are few things in cloud-native monitoring, such as integration with AWS and Azure, where we sometimes do face lags. Those things can definitely be improved upon. I have used Datadog and Dynatrace before using Splunk Observability Cloud. Datadog was definitely recommended by most of our peers because of its very strong comprehensive observability and very strong and unique dashboard systems. Dynatrace was also very good because they have offered a lot of AI-driven analysis methods and processes, which was helping our organization a lot. Since our organization has a very strong IT ecosystem for agriculture, very different kinds of customized things are required.
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Top Industries

By visitors reading reviews
Construction Company
17%
Computer Software Company
15%
Financial Services Firm
14%
Outsourcing Company
9%
Financial Services Firm
11%
Manufacturing Company
8%
Construction Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business29
Midsize Enterprise7
Large Enterprise21
By reviewers
Company SizeCount
Small Business33
Midsize Enterprise9
Large Enterprise56
 

Questions from the Community

What needs improvement with Amazon EC2 Container Service?
As for how Amazon Elastic Container Service can be improved, I currently find there is not much lacking since I can identify everything I need from Amazon Elastic Container Service container itself...
What is your primary use case for Amazon EC2 Container Service?
My main use case for Amazon Elastic Container Service is deploying microservices-based applications with different technologies.A quick specific example of a project or application I have deployed ...
What advice do you have for others considering Amazon EC2 Container Service?
I would rate Amazon Elastic Container Service as a nine out of ten.I give it a nine out of ten because, although it is not a direct alternative, it is indirectly an alternative to Kubernetes, which...
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 ...
What advice do you have for others considering SignalFx?
We're a customer and end-user. Currently, in France, we cannot use the artificial intelligence option. While this option is enabled for the United States and many countries, it's not yet available ...
 

Also Known As

Amazon ECS, Amazon EC2 Container Service
Splunk Infrastructure Monitoring, Splunk Real User Monitoring (RUM), Splunk Synthetic Monitoring
 

Overview

 

Sample Customers

Ubisoft, GoPro, TIBCO, Remind
Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Find out what your peers are saying about Amazon Elastic Container Service vs. Splunk Observability Cloud and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.