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Moogsoft vs Sumo Logic Observability comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 6, 2025

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

Moogsoft
Ranking in AIOps
12th
Average Rating
7.6
Reviews Sentiment
5.9
Number of Reviews
15
Ranking in other categories
IT Infrastructure Monitoring (32nd), IT Operations Analytics (8th)
Sumo Logic Observability
Ranking in AIOps
10th
Average Rating
7.8
Reviews Sentiment
7.2
Number of Reviews
6
Ranking in other categories
Application Performance Monitoring (APM) and Observability (20th), Cloud Monitoring Software (21st)
 

Mindshare comparison

As of May 2025, in the AIOps category, the mindshare of Moogsoft is 3.5%, up from 3.4% compared to the previous year. The mindshare of Sumo Logic Observability is 0.7%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps
 

Featured Reviews

Michael Wenn - PeerSpot reviewer
Provides strong event correlation features, but its initial setup should be made easier
The solution's integrations are out of the box, and it is easy to integrate the tool with many technologies through its APIs. Moogsoft is always deployed on the cloud. Since it's a SaaS-based solution, it's cloud-delivered but also deploys to a hybrid or on-premises situation. The solution attaches itself to any environment size, but it's delivered via SaaS. The solution has room for improvement, but it's a pretty good technology. It does very well in delivering a big impact for businesses. Now, since it's owned by Dell and has the financial backing, it'll go from strength to strength. It's built by two very experienced co-founders who have used this type of technology before and were very much ahead of the curve. I'm still implementing the solution, and it is a platform that can deliver to something as big as HSBC. Overall, I rate the solution a seven out of ten.
Shamshir Nangla - PeerSpot reviewer
Getting up and running is easy, even for a newbie but management of searches definitely needs improvement
Operational effectiveness with regards to when there's an issue, when there's a reactive issue, people are able to, or as well as proactively, actually, because we use their PagerDuty integrations. We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening. With those same alerts, obviously, with that platform, you can use it to reactively start looking at troubleshooting issues as they're happening right then and there or incidents. So it's been very, very good for alerting and for troubleshooting issues. For predicting issues before they happen, it is not very good. They have a feature called anomaly detection, but I think it's quite premature compared to other stuff out there. So it's good for alerts and for troubleshooting operational effectiveness. When your operations are down or segregated, it's perfect because it will help you diagnose the issues.

Quotes from Members

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

Pros

"The operations are familiar with how to use Moogsoft, so they are keeping it."
"The AI component allows you to check previous cases and diagnose problems easily."
"Moogsoft AIOps integrates seamlessly with 50-plus IT monitoring, automation, service management, notification, and collaboration tools. It also provides a great and easy-to-use interface for observing."
"The Event Management feature is quite valuable."
"Moogsoft's most valuable features are event management, correlation, and observability."
"Incident management is streamlined with Moogsoft. One standout feature is its unique situation-creation capability, differentiating it from other fault management tools. While other tools typically convert alarms directly into tickets or incidents, Moogsoft adds a middle layer where multiple alarms can be aggregated into one incident. Moogsoft's strong AI capabilities also allow it to correlate similar alarms automatically based on past experiences."
"I like the prediction features."
"The solution is extremely helpful with correlating IP failures and it has a very good sort of flow chart of IP systems. For example, if you see a failure in system A, you can track it down to the system causing the issue. This is a very handy feature."
"The product is easy to learn."
"We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening."
"I have not seen any stability issues in the product."
"Sumo Logic Observability presents a range of valuable features, including well-crafted dashboards and a diverse selection of helpful apps. However, personally, I don't hold a favorable opinion of the solution. While I don't struggle with writing queries, my main difficulty lies in recruiting competent individuals and ensuring their proficiency in utilizing the solution. This often leads to additional challenges and complexities. From my perspective, when compared to Microsoft Sentinel or even Splunk, Sumo Logic Observability has a steeper learning curve. One contributing factor to this disparity is the solution's long existence in the market compared to Synlogic. Nevertheless, I acknowledge that there are capable and knowledgeable professionals employed at Sumo Logic Observability. The effectiveness of the solution largely depends on how it is integrated into your internal operations and environment. Its utility and benefits can vary significantly. It is worth noting that organizations like the NSA and, I believe, the CIA used it in the past, primarily for rapidly searching and analyzing large volumes of data. To leverage its capabilities effectively, you must determine how to tailor it to your specific needs."
"Alerting and consistency are key. We have different tiers with log collectors, and continuous querying provides near-real-time updates. It's almost like instantly when something happens, like pending transactions or error fees. This helps reduce incident resolution time compared to waiting for thresholds on other platforms. We can continue logging in with them seamlessly and quickly get into action."
"The solution allows multiple groups to converge on a unified platform, allowing for different utilization by various teams."
 

Cons

"Some additional API interfacing would be great to enable getting the data out of AIOps programmatically."
"The documentation and flexibility for generic integration could be improved."
"The tool needs to improve its support. It appears that the support responsiveness from Moogsoft is not aligned with the severity of the incident. Instead of proactively addressing issues, customers have to chase Moogsoft for resolution. In Moogsoft, unlike other tools like Splunk, the process follows a step-by-step sequence. You need to start each process in a specific order, typically following a sequence."
"The product roadmap doesn't align with our roadmap."
"The solution's initial setup is complex, and it should be made easier."
"It is taking a long time to set it up and could do more to roll out quickly."
"They are very much dependent on open-source technologies like RabbitMQ message bus. They are using open-source databases, Apache Tomcat, NGINX. If we face any issues with Apache Tomcat or the RabbitMQ message bus, then we do not get support from them. We have to troubleshoot it ourselves."
"I would like to see additional reports or information on the dashboard that includes metrics about CPU usage and memory."
"SearchUI.exe is a bit clunky in the product, making it an area where the product needs improvements."
"The speed of queries could be improved. When using more advanced functions, especially with large datasets like the 90-day log retention we had, queries could be slow, sometimes taking up to five minutes."
"Documentation could be better. While it's generally good, sometimes finding what you need requires extensive searching. It's not always clear where to look for specific things."
"Implementing a more streamlined enrichment process, and conceptualizing the observability data collection as an ETL pipeline would be helpful."
"Fine-grained data can be quite frustrating to work with and should be made easier."
 

Pricing and Cost Advice

"The solution is very good from a business impact point of view, but it's quite expensive because it's an enterprise-grade solution."
"When compared to other solutions, it is quite good."
"As for pricing, Moogsoft recently updated their pricing model, and we're still evaluating it. It's an area where clarity is needed with the new alert-based pricing model."
"It's a very cost-effective and competitive product."
"Moogsoft's licensing is consumption-based, so the price may increase depending on the environment."
"I started on the free tier to try it out, but because of our usage, we're now paying for it."
"Now, they’re not charging by ingests anymore. You should expect the price to be a bit of an unknown and to basically increase as the business increases."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
15%
Manufacturing Company
7%
Comms Service Provider
5%
Financial Services Firm
16%
Computer Software Company
14%
Manufacturing Company
10%
Transportation Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about Moogsoft?
Incident management is streamlined with Moogsoft. One standout feature is its unique situation-creation capability, differentiating it from other fault management tools. While other tools typically...
What needs improvement with Moogsoft?
The product roadmap doesn't align with our roadmap. We need more frequent updates and a total in-house hosted solution. They need to enhance the admin module, provide more analytics capabilities, a...
What needs improvement with Sumo Logic Observability?
The speed of queries could be improved. When using more advanced functions, especially with large datasets like the 90-day log retention we had, queries could be slow, sometimes taking up to five m...
What is your primary use case for Sumo Logic Observability?
We used it for log observability – log aggregation specifically.
 

Overview

 

Sample Customers

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Find out what your peers are saying about Moogsoft vs. Sumo Logic Observability and other solutions. Updated: April 2025.
850,028 professionals have used our research since 2012.