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IBM Instana Observability vs Prometheus-AI Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 21, 2025

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
6.0
IBM Instana Observability boosts efficiency with quick issue identification, reduces costs, and improves response times and application performance.
Sentiment score
8.5
Prometheus is a free, efficient monitoring tool that saves time and money compared to AWS services, offering significant returns.
It provides a single pane of glass from which I can see what is happening with all the servers in my infrastructure, which saves time.
UNIX/LINUX, ENTERPRISE SERVER AND STORAGE ADMINISTRATOR at Fidelity Bank Plc
It made a notable difference from when we were almost blind to being able to respond to calls immediately.
Software engineer at EJADA
If we have a monitoring tool, we can save our transactions and see the performance of the application using MTTR and MTTD.
Technical Manager, Consulting at a outsourcing company with 1,001-5,000 employees
Using open-source Prometheus saves me money compared to AWS native services.
Senior DevOps Engineer at Alibaba Group
 

Customer Service

Sentiment score
6.4
IBM Instana support is mixed, with varied responsiveness, reliance on local teams, and average ratings between five and six.
Sentiment score
4.0
Prometheus-AI Platform support relies on documentation and an active open source community, utilizing forums and internal company resources.
They are very slow to respond and integrate new features.
DevOps engineer at Yara International
IBM support for Instana is responsive and helpful.
UNIX/LINUX, ENTERPRISE SERVER AND STORAGE ADMINISTRATOR at Fidelity Bank Plc
We did have experiences where a significant issue arose during implementation, often involving compatibility problems with JavaScript libraries used by IBM Instana Observability.
Technical Manager at a consultancy with 1-10 employees
Prometheus does not offer traditional technical support.
Senior DevOps Engineer at Alibaba Group
 

Scalability Issues

Sentiment score
7.5
IBM Instana Observability excels in scalability for enterprises, supporting microservices, with positive user reviews and efficient growth handling.
Sentiment score
6.9
Prometheus-AI Platform excels in scalability, widely used across industries with streamlined maintenance and seamless integration enhancing enterprise performance.
More innovations are coming in every day, so it is scalable and more applications are becoming container-based.
UNIX/LINUX, ENTERPRISE SERVER AND STORAGE ADMINISTRATOR at Fidelity Bank Plc
IBM Instana Observability demonstrates scalability, especially in dynamic, distributed environments such as microservices and Kubernetes.
Technical Manager, Consulting at a outsourcing company with 1,001-5,000 employees
Prometheus is scalable, with a rating of ten out of ten.
Senior DevOps Engineer at Alibaba Group
 

Stability Issues

Sentiment score
8.4
IBM Instana Observability is rated high in stability, with users consistently praising its reliable and steady performance.
Sentiment score
8.9
Prometheus-AI Platform is praised for stability and versatility in deployment, despite occasional minor performance issues from external factors.
Deploying it on multiple instances or using Kubernetes for automatic management has enhanced its stability.
Senior DevOps Engineer at Alibaba Group
 

Room For Improvement

IBM Instana Observability needs enhancements in log management, AI models, user interface speed, support, and cost monitoring.
Prometheus-AI requires improvements in query language, user interface, scalability, integration, error handling, affordability, and ease of use.
I had many false positives with IBM Instana Observability. Then I fixed the filters and it became more accurate on the errors reported.
Software engineer at EJADA
One main issue I found with IBM Instana Observability was the customer support, which was very poor when we needed some features to be enabled or integrated into IBM Instana Observability sensors.
DevOps engineer at Yara International
It is not open-source, and I have to be a partner to get more access to the products.
UNIX/LINUX, ENTERPRISE SERVER AND STORAGE ADMINISTRATOR at Fidelity Bank Plc
 

Setup Cost

IBM Instana offers competitive pricing in India, with a straightforward model and simple implementation despite varying cost perceptions.
Prometheus-AI Platform offers an affordable open-source monitoring solution, with options for managed services at extra costs.
I find the cost of IBM Instana Observability to be very affordable compared to competitors because the pricing mechanism is based on the host that we monitor, unlike other competitors such as DataDog and Dynatrace, whose pricing is based on other factors.
Technical Manager, Consulting at a outsourcing company with 1,001-5,000 employees
It is not that costly, especially since we only use two instances.
Software engineer at EJADA
I think the pricing is good and I do not think it is high.
DevOps at a outsourcing company with 1,001-5,000 employees
Prometheus is cost-effective for me as it is free.
Senior DevOps Engineer at Alibaba Group
 

Valuable Features

IBM Instana Observability enhances performance with real-time insights, APM trace capabilities, and integration features to improve operational efficiency.
Prometheus-AI Platform provides scalable, customizable monitoring with extensive integrations, fast storage, and reliable dashboards, supported by a strong community.
IBM Instana Observability has positively impacted my organization by making it easy to observe the entire infrastructure under one platform, which was the biggest advantage of onboarding onto IBM Instana Observability.
DevOps engineer at Yara International
IBM Instana Observability has impacted my organization positively in that it has helped me find out what the issue is in real-time because of its one-second granularity and its ability to identify issues as quickly as possible.
UNIX/LINUX, ENTERPRISE SERVER AND STORAGE ADMINISTRATOR at Fidelity Bank Plc
With multiple servers and multiple applications, IBM Instana Observability allows us to resolve issues very quickly because we immediately know that a disk is full, the storage is full, or the database is down.
Technical Lead at a tech services company with 11-50 employees
It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus.
Senior DevOps Engineer at Alibaba Group
 

Categories and Ranking

IBM Instana Observability
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
10
Ranking in other categories
Application Performance Monitoring (APM) and Observability (25th), AI Observability (7th)
Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (3rd), ERP (10th), Enterprise Asset Management (EAM) (2nd)
 

Mindshare comparison

IBM Instana Observability and Prometheus-AI Platform aren’t in the same category and serve different purposes. IBM Instana Observability is designed for Application Performance Monitoring (APM) and Observability and holds a mindshare of 0.9%, up 0.3% compared to last year.
Prometheus-AI Platform, on the other hand, focuses on Enterprise Asset Management (EAM), holds 1.8% mindshare.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
IBM Instana Observability0.9%
Dynatrace6.6%
Datadog5.5%
Other87.0%
Application Performance Monitoring (APM) and Observability
Enterprise Asset Management (EAM) Market Share Distribution
ProductMarket Share (%)
Prometheus-AI Platform1.8%
IBM Maximo16.0%
Oracle Enterprise Asset Management7.8%
Other74.4%
Enterprise Asset Management (EAM)
 

Featured Reviews

FranciscoGálvez - PeerSpot reviewer
Technical Manager at a consultancy with 1-10 employees
Observability has improved collaboration and predicts failures across distributed services
From my perspective, IBM Instana Observability is quite technical. Compared to some competitors, it offers an abundance of information about system performance but lacks planning or capacity planning information. You do not receive reports with recommendations; instead, it provides only the technical layer. Other companies, like Compuware, give more functional information about your environment, while IBM Instana Observability provides only limited functional insights. This means you often must interpret the data independently. Unlike other tools that can offer recommendations to save resources or costs, IBM Instana Observability does not provide that functionality. On the bright side, it is much more affordable than some other options, but it isn't complete. If you want full functionality with IBM Instana Observability, you also need to acquire other products for additional insights in monitoring areas, such as networking monitoring tools or similar products. For instance, we often recommend Turbonomic, which provides complementary insights. One potential feature that could improve IBM Instana Observability is the ability to translate KPIs into monetary terms. It would be interesting to have a product that integrates IBM Instana Observability with Turbonomic, as Turbonomic can utilize data from IBM Instana Observability to inform you about unnecessary spending and suggest whether you can consolidate servers or optimize containers for quicker response times. Implementing some level of simulation or capacity planning would greatly enhance the current capabilities of IBM Instana Observability.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Manufacturing Company
8%
Outsourcing Company
8%
Computer Software Company
7%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Large Enterprise5
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
 

Questions from the Community

What is your experience regarding pricing and costs for IBM Instana Observability?
I would evaluate the implementation process of IBM Instana Observability as not complex at all because you pay the license, and IBM takes care of everything. The only problem we occasionally face, ...
What needs improvement with IBM Instana Observability?
From my perspective, IBM Instana Observability is quite technical. Compared to some competitors, it offers an abundance of information about system performance but lacks planning or capacity planni...
What is your primary use case for IBM Instana Observability?
I usually recommend IBM Instana Observability for companies in the academic environment, as I have been working in a consultancy company for the last three years, where one of our customers built t...
What do you like most about Prometheus?
The most valuable feature of Prometheus is its ability to collect metrics.
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.
 

Also Known As

No data available
Utopia Data Quality
 

Overview

 

Sample Customers

Information Not Available
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
Find out what your peers are saying about IBM Instana Observability vs. Prometheus-AI Platform and other solutions. Updated: September 2025.
881,082 professionals have used our research since 2012.