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Azure Monitor vs Lumigo comparison

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Comparison Buyer's Guide

Executive Summary

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

Azure Monitor
Ranking in Application Performance Monitoring (APM) and Observability
21st
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
56
Ranking in other categories
Cloud Monitoring Software (12th)
Lumigo
Ranking in Application Performance Monitoring (APM) and Observability
55th
Average Rating
8.6
Reviews Sentiment
8.5
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Azure Monitor is 1.7%, down from 4.2% compared to the previous year. The mindshare of Lumigo is 0.3%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Azure Monitor1.7%
Lumigo0.3%
Other98.0%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Andy Rabern - PeerSpot reviewer
Consultant at a outsourcing company with 201-500 employees
Telemetry insights have improved how I track user behavior and application performance daily
I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion. There are advantages to having stream messaging and logging on that level. But for what it is, I feel it does well. My perspective is more based on an Application Insights agent running on a service or an app service and sending the telemetry via the agent, and also doing the filtering of telemetry at the agent level so you are not having a ton of telemetry. I believe Azure Monitor does pretty much the same thing. I have also used tools such as New Relic, and New Relic is a much more robust tool, but that is a different product and you are going to pay for that. It is a different offering altogether. The subscription that we had at the time allowed for a couple gigabytes of telemetry during the month, and I believe that telemetry only lives for about two months. You have to experiment with it to see how much you want to pay. I was not really involved in the pricing. It was more along the lines of we were running up against our limits in terms of the amount of free telemetry or telemetry that we get with our subscription, and so we either needed to scale back or turn specific telemetry types off or do some more sampling. It is nice that those capabilities are there so that you can reduce the amount of telemetry. I cannot really speak to pricing but I do believe that it is somewhat reasonable for Azure Monitor. New Relic is pretty expensive, I believe.
Vinay Lal - PeerSpot reviewer
Head of Testing & AVP at Flash AI
Distributed tracing has transformed our testing workflows and now uncovers hidden failures fast
The best features Lumigo offers include the live stream architecture and transaction mapping, which helps to automatically generate and update the visual execution topology for every single test transaction. After seeing the exact flow from the edge API through intermediate queues and containerized microservices down to managed storage, it gives our QA engineers instant context. Additionally, I love the request-response payload inspection feature, which captures input and output parameters, request headers, and invocation payload safely. When an automated integration test fails, the exact offending payload is visible right inside the trace, helping to save our QA and engineering teams a lot of time, leading to at least a 48.33% drop in wasted time previously spent finding the root cause. With automation saved, automated root cause correlation has helped to correlate logs, metrics, and trace spans across asynchronous boundaries, which is notoriously difficult to debug in event-driven AI pipelines. The live stream architecture and transaction mapping make such a difference for my team, as it generates updates regularly via visual execution and the topology for every single test transaction, providing us with a view through intermediate queues and microservices to managed storage, giving engineers instant context of transactions and payloads, which saves at least 49% of our time and allows overall resources to be used more effectively. Regarding Lumigo's AI capabilities, I find the governance of security to be really good, and we have seen a positive impact due to the AI capabilities alongside strict compliance regulations such as SOC 2 and ISO 27001, proving it is compliant with applicable regulations and policies. Lumigo's accuracy is close to 100%, making it very reliable. Lumigo integrates seamlessly with other AWS services we use, and we have not faced any issues.

Quotes from Members

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

Pros

"We like this searchability and availability of the data."
"One of the advantages of Azure Monitor is that it is easier for us to use because we're mainly a Microsoft shop."
"Log analytics and log queries are the most valuable features of Azure Monitor."
"I find the query language in this tool very beneficial, as it allows me to customize some dashboards and create alerts according to my thresholds and metrics."
"The detailed logging is great."
"The ease of access in Azure is significant since it's native to the platform and easy to integrate."
"I am impressed by the reporting on the average eight ports that we get from this solution."
"The overall product rating is nine out of ten."
"Any new member, whether from the development side or business team, finds the user-friendly UI easy to understand."
"Lumigo has positively impacted our organization with transformative ROI for our quality engineering and delivery cycles, where the meantime to defect and resolve due to debugging failed end-to-end integration test runs has dropped over 68.3%."
 

Cons

"Lacks information including details related to where problems lie."
"The process of implementation needs to be easier."
"In my opinion, Azure Monitor is not the best solution available on the market."
"I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion."
"This solution has fewer features than some of its competitors, so adding more features to it would make it better."
"The product is not as good as a lot of market-leading products; I wouldn't recommend the solution at all and would direct other companies to go to either ExtraHop, New Relic, or Dynatrace instead."
"I will rate Azure Monitor a seven out of ten, because this solution has two things that we don't like, e.g. it doesn't tell you what and how it happened."
"The solution's monitoring feature has limitations for analyzing multiple metrics."
"I think support needs to be improved."
 

Pricing and Cost Advice

"Besides standard licensing fees the customer needs to additionally pay based on the ingested data size"
"The solution’s pricing depends on how much logs it collects."
"The solution is expensive, but it is worth the price."
"It's a costly solution"
"The solution is a pay-as-you-go consumption service and is the least expensive in the market."
"The solution is very costly because you have to pay for various things such as adding to logs and internet alerts."
"The product offers a pay-as-you-go model to users. The charges are to be paid according to the usage of the product."
"There is a monthly fee for the alerts triggered and the data stored."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
10%
Manufacturing Company
8%
Outsourcing Company
7%
Comms Service Provider
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise7
Large Enterprise29
No data available
 

Questions from the Community

How does Splunk compare with Azure Monitor?
Splunk handles a high amount of data very well. We use Splunk to capture information and as an aggregator for monitoring information from different sources. Splunk is very good at alerting us if we...
What needs improvement with Azure Monitor?
I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion. There are advantages to having stream messaging and logging on that level. But for what it is, I feel it...
What is your primary use case for Azure Monitor?
I am a developer who uses Azure Monitor for telemetry of the applications that I work on. Application Insights is one of those tools, and I have also used other non-Azure products before. Currently...
What is your experience regarding pricing and costs for Lumigo?
My experience with pricing, setup cost, and licensing was good, and I rate it ten out of ten.
What needs improvement with Lumigo?
I think support needs to be improved. Lumigo can be improved particularly in support. When comparing it with AWS monitoring, Dynatrace, or other solutions, if we encounter any trouble, everyone loo...
What is your primary use case for Lumigo?
My main use case for Lumigo is microservice monitoring in my day-to-day experience. A specific example of how I use Lumigo for microservice monitoring involves comparing it to other tools such as D...
 

Comparisons

 

Overview

 

Sample Customers

Rackspace, First Gas, Allscripts, ABB Group
Information Not Available
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