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Prometheus-AI Platform vs VMware Aria Operations for Applications 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:
 

Categories and Ranking

Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (4th), ERP (16th), Enterprise Asset Management (EAM) (4th)
VMware Aria Operations for ...
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
14
Ranking in other categories
Application Performance Monitoring (APM) and Observability (17th), IT Infrastructure Monitoring (17th), Container Monitoring (6th), Cloud Monitoring Software (14th)
 

Mindshare comparison

Prometheus-AI Platform and VMware Aria Operations for Applications aren’t in the same category and serve different purposes. Prometheus-AI Platform is designed for Enterprise Asset Management (EAM) and holds a mindshare of 1.6%.
VMware Aria Operations for Applications, on the other hand, focuses on Cloud Monitoring Software, holds 2.2% mindshare, up 1.5% since last year.
Enterprise Asset Management (EAM) Mindshare Distribution
ProductMindshare (%)
Prometheus-AI Platform1.6%
IBM Maximo12.5%
Oracle Enterprise Asset Management7.1%
Other78.8%
Enterprise Asset Management (EAM)
Cloud Monitoring Software Mindshare Distribution
ProductMindshare (%)
VMware Aria Operations for Applications2.2%
Zabbix7.4%
Datadog5.9%
Other84.5%
Cloud Monitoring Software
 

Featured Reviews

MuhammadAzhar Khan - PeerSpot reviewer
Senior DevOps Engineer at Alibaba Group
Free to use and provides valuable monitoring capabilities
Prometheus is a scalable and flexible tool that I can deploy on any cloud platform. It is free to use and provides valuable monitoring capabilities. It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus. The ability to deploy on any cloud platform or environment, including Kubernetes, is a major advantage.
AS
Consultant at HCLTech
Automation and insightful diagnostics elevate operations while improvements are welcome
The new version 8.18 has brought significant improvements. The main purpose of using this tool is having a single console to manage all entities. The cloud integration capabilities, including private, public, and hybrid, are already well-implemented. The ability to manage multiple vCenters across different geographical locations is very effective. The new Skyline health feature and certificate and licensing management are particularly useful improvements. The dashboard's overview tab provides comprehensive information about current vCenter status, resizable amounts, reclamation opportunities, anomalies, diagnostics, licensing, and certificates. However, there is room for improvement in application analysis. The current functionality lacks detailed monitoring at the kernel level, focusing mainly on CPU, memory, and storage matrices. Enhanced application monitoring capabilities, including tracking downtime for specific types of applications such as transactional or e-commerce applications, would be beneficial.

Quotes from Members

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

Pros

"It has lots of APIs and libraries to integrate with any kind of language."
"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"Prometheus is a scalable and flexible tool that I can deploy on any cloud platform."
"It is a scalable solution."
"The feature I found most valuable is the number of integrations. It is the industry standard for metrics."
"The solution can be deployed in thirty minutes."
"The dashboard is very valuable because it provides the ability to collect and compare logs from various resources."
"Prometheus provides a flexible and adjustable querying and describing time, allowing for more responsive monitoring."
"Tanzu itself, integrated with multiple solutions, bestows support and security upon a container platform, especially when it comes to managing open-source container platforms such as Kubernetes."
"It has a familiar interface, which makes it easy to get started."
"The features I find most valuable is the querying and alerting capabilities."
"Using Wavefront, we have been able to reduce the complexity of our pipeline."
"Scalability for VMware Aria Operations for Applications is easy to implement and manage."
"The most valuable aspects of the solution are its ease of use and its ease of implementation."
"Wavefront gives us the complexity we need, instead of spending time coming up with a nice dashboard from some other means, or just creating and coding our own app."
"Wavefront's monitoring tools and visibility into public cloud platforms are competing with the best out there."
 

Cons

"The simplicity of the query language could be improved. The current query language is not easy to work with."
"The simplicity of the query language could be improved. The current query language is not easy to work with."
"The setup could be made easier for new users because it requires a bit of advance knowledge or experience."
"The scalability must be improved."
"The DSL could be improved."
"A slight alteration to the user interface should be made to increase efficiency and streamline the process. Currently, we are utilizing Prometheus to gather and compile metrics and then utilizing Grafana to display them in the form of a graph. However, I believe that Prometheus has the capability to handle both of these tasks on its own, with perhaps the addition of a supplementary plugin. By doing so, the need for utilizing two separate applications will be eliminated."
"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."
"The product must improve its documentation."
"They could make it more easy to plug-in data so that a nontechnical person will be able to use it, like accountants or finance people."
"An area for improvement would be more in-depth reporting, such as analyzing disk IO during business hours compared to after hours."
"The documentation and integration with Kubernetes could be improved."
"The solution could be expensive, which might be a limiting factor."
"They could make it more easy to plug-in data so that a nontechnical person will be able to use it, like accountants or finance people. That way they don't have to ask us."
"I would like to see integration with Kubernetes cluster and APIs so that you can manage the entire stack."
"The main problem I have is that the license cost is very high."
"They just need more capability. A few areas still need more enhancements in the technology capability space."
 

Pricing and Cost Advice

"Prometheus is an open-source tool."
"Prometheus is an open-source solution."
"My company uses the open-source version of the product."
"This is an open-source solution."
"The solution is free of cost."
"The tool is open-sourced."
"Prometheus is available as an open-source product."
"We have the open-source version, so we don't pay for it."
"I don't have the details. In our case, there is a mixture in place. We have production usage, and we are also doing training for VMware. So, we also have a training instance. It is worth the money you would spend on it. That's because if you were to build all of this yourself by using some of the open source tools, then you would need a lot of time."
"The licensing costs are very high, particularly when you consider that we have to purchase a level 1 license for every integration, such as the load balancer, HAProxy, and the MSSP. And if you want to use vSAN, that's another license. Then, of course, Tanzu Observability has its own separate license."
"I would rate the pricing as three out of five."
"Different locations require different setups. In your terms, around 300 to around 400K USD."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
11%
Manufacturing Company
7%
Comms Service Provider
6%
Financial Services Firm
12%
Manufacturing Company
11%
Government
7%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise10
 

Questions from the Community

What is your experience regarding pricing and costs for Prometheus?
Prometheus is cost-effective for me as it is free. Using cloud-native alternatives like Amazon Prometheus would incur charges.
What is your primary use case for Prometheus?
I use Prometheus for monitoring purposes in IT infrastructure. It is particularly useful for environments using Kubernetes, as it monitors ports, containers, instances, and applications effectively.
What advice do you have for others considering Prometheus?
As a new user, I should be familiar with syntax and commands. Online resources like Google and ChatGPT can be helpful. I should consider using cloud-native tools for ease of management if not using...
What is your experience regarding pricing and costs for VMware Tanzu Observability by Wavefront?
The solution includes cost drivers that can be configured according to your environment. You can input server-wise, CPU-wise, storage, and memory costs per hour or day. Once cost drivers are provid...
What needs improvement with VMware Tanzu Observability by Wavefront?
The new version 8.18 has brought significant improvements. The main purpose of using this tool is having a single console to manage all entities. The cloud integration capabilities, including priva...
What is your primary use case for VMware Tanzu Observability by Wavefront?
I have been involved in several projects where I had to implement automation and monitoring alerting. I performed automation using VMware Aria Operations for Applications. There is an automation ta...
 

Also Known As

Utopia Data Quality
Tanzu Observability, Wavefront, Wavefront by VMware, VMware Tanzu Observability
 

Overview

 

Sample Customers

Harley-Davidson Motor Company, Roche Diagnostics Corporation, Harman International Industries Inc., Hilmar Cheese Company, International Rectifier Corporation, Electrolux USA, GE Fanuc Intelligent Platforms, Rio Tinto Limited, Pertamina Pusat, Petrofac International Ltd, Cintas Corporation, Diyar United Company, Nortel Networks, Verizon
1. Atlassian 2. Cisco 3. Databricks 4. DigitalOcean 5. Equinix 6. Fidelity Investments 7. Google 8. Hewlett Packard Enterprise 9. Honeywell 10. IBM 11. Intel 12. JetBlue Airways 13. LinkedIn 14. Lyft 15. Mastercard 16. Microsoft 17. MongoDB 18. Netflix 19. Nvidia 20. Oracle 21. PayPal 22. Pinterest 23. Qualcomm 24. Red Hat 25. Salesforce 26. SAP 27. Spotify 28. Square 29. TMobile 30. Twitter 31. Uber 32. VMware
Find out what your peers are saying about Prometheus-AI Platform vs. VMware Aria Operations for Applications and other solutions. Updated: September 2025.
889,955 professionals have used our research since 2012.