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SentinelOne Singularity AI SIEM vs Sumo Logic Security 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

SentinelOne Singularity AI ...
Ranking in Security Information and Event Management (SIEM)
14th
Average Rating
8.6
Reviews Sentiment
6.1
Number of Reviews
5
Ranking in other categories
AI Observability (12th)
Sumo Logic Security
Ranking in Security Information and Event Management (SIEM)
22nd
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
25
Ranking in other categories
Log Management (20th), Security Orchestration Automation and Response (SOAR) (13th)
 

Mindshare comparison

As of May 2026, in the Security Information and Event Management (SIEM) category, the mindshare of SentinelOne Singularity AI SIEM is 1.4%, up from 0.4% compared to the previous year. The mindshare of Sumo Logic Security is 1.7%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Security Information and Event Management (SIEM) Mindshare Distribution
ProductMindshare (%)
SentinelOne Singularity AI SIEM1.4%
Sumo Logic Security1.7%
Other96.9%
Security Information and Event Management (SIEM)
 

Featured Reviews

Mohan Janarthanan - PeerSpot reviewer
Associate Vice President at Novac Technology Solutions
AI-driven monitoring has improved real-time threat detection but still needs better automation
I could see some workflows, but I am unable to do automated workflows. For example, some repetitive jobs or repetitive tasks I am doing, but I am trying to have less manual intervention on the front. I am raising some issues that should be resolvable. The SentinelOne team has told me that this can be resolved within a couple of months, but they are saying that it is in future for enhancement and it may take some time. So far, the numbers are great. Regarding disadvantages or areas for improvement, I could say that 35 percent of my manual effort can be detected since I implemented it very recently. I could be able to say my current data talks about only 35 percent, and it may improve further, as I am expecting. But I can only comment based on my alerts and events. The adoption rate will be less compared to other products, as this can be a time-taken process because all my data needs to be offloaded and the system needs to understand my existing alerts, logs, and other things. This will take some more time, probably another month. Another area for improvement is that the product is somewhat expensive. Pricing could be improved as well.
MR
Senior Security Analyst at City Electric Supply Company
Security insights have enabled faster incident response and streamlined cross-team collaboration
To improve Sumo Logic Security, I would appreciate the tool being easier to use from a search perspective. For example, we have a few teams that want to use the tool itself, but they are not as savvy when it comes to creating searches from the core platform. I understand that Mobot has come out and is in the works, and it really does assist non-savvy users when it comes to querying the platform. As far as that is concerned, I wish that could be improved a bit more, but I do know that that is in the works. I would add that I wish for improved documentation. For example, we are using Sumo Playbooks and automation integrations along with that, but I have found that there has been a lack of documentation, very little to none at all when it comes to that. With regards to automation integrations as well, there are very few details included in them. I would also appreciate the AWS automation integrations to be more secure because currently, they are using access keys, which involves a user rather than roles, which is the security best practice recommended by AWS. I chose eight out of ten because to make it a nine or ten, I would lean heavily on the documentation. A lot of the times when we get around to configuring things such as playbooks or trying to understand playbooks, what I found was that documentation sometimes is not up to date or documentation is lacking. There are instances also where some security best practices are not being followed. So, if we are able to set up an integration that is not only secure, following security best practices, and has complete documentation, I believe it would alleviate the issue of having to go back and forth with support to check the documentation and things of that nature. My impression of the built-in threat intelligence feature in Sumo Logic Security is that it is comprehensive, but I would say that it could do a little bit better. For example, we have the TAXI feeds, which is STIX and TAXI integrated into the core platform, but the issue I am running into is that I am able to use that feed into a CSE alert; however, I am not able to see the contents of that feed. If I integrate CISA, which we do have integrated, I cannot see what IOCs are in that feed in the core platform, and I hope that is the case because, in order for us to better tune our alerts, we need to be able to see what is in the contents of that threat intelligence feed.

Quotes from Members

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

Pros

"Overall, I would assess the overall security posture after implementing SentinelOne Singularity AI SIEM as significantly better."
"SentinelOne Singularity AI SIEM's AI-powered analytics does affect our SOC's ability to reduce false positives; that is one of the biggest advantages because the manpower that I have is limited."
"When they face attacks such as ransomware and are dissatisfied with their existing solutions, they switch to SentinelOne Singularity AI SIEM, which is quite good in detecting unknown threats, cleaning the system, and handling ransomware."
"After using SentinelOne Singularity AI SIEM, it has reduced our incident response time by forty to fifty percent compared to other tools."
"AI-driven capabilities will give me real-time detection and will protect my autonomous AI interruption."
"Sumo Logic is an easy solution to use. You can set it up very quickly, and it includes a lot of training videos."
"As a cloud-native SIEM, it scales up very well automatically, and real-time threat detection is available, so detection time has dropped significantly from three to four hours to under 30 minutes, reducing alert fatigue by over 100 days of low-volume alerts and significantly improving our KPIs, alert efficiency, decision quality, and operational stability."
"We love the product and haven't had any bad experiences with it."
"We have used it many times to find a root cause of a live issue, then fix the problem in the applications."
"Sumo Logic Security has positively impacted my organization by increasing engagement with different teams."
"The features I found valuable with the Sumo Logic Security solution are the search option and the ability to customize the search for the information in the logs."
"Scalability has been good for our needs. We haven't run into any scaling issues in regards to size so far."
"For many of our services, we use Sumo Logic to track errors and send notifications to our Slack channel, if there are issues. Then, we have our support people monitoring this, and they can react quickly."
 

Cons

"In AI SIEM, the areas that have room for improvement are the parsers for third-party integrated data or for third-party data sources that are not native integrations, which could be made a bit easier."
"It is quite good, but the only downside is that it is costly."
"SentinelOne Singularity AI SIEM has some performance and reliability issues that need improvement."
"At the moment, I feel the pricing is a little bit on the higher side, but the tool is positioned in a place where risk is very high, and we do not want to take chances, so we are prepared to pay the premium."
"Another area for improvement is that the product is somewhat expensive. Pricing could be improved as well."
"On Sumo Logic Security, it is not supported that well compared to other SIEMs or other applications that we might be using."
"The initial setup is the most stressful, like learning how to use it."
"This can lead to alerts that are collections of disjointed signals that sometimes make no sense and lack real context; this simplistic approach makes it hard to find coherent stories during investigations."
"If you want to up your subscription through the AWS Marketplace, it can be difficult."
"There are some API gaps that are missing."
"A more transparent roadmap as to what Sumo Logic Security is trying to achieve would be beneficial. Sumo often gives information in three-month cycles, which makes it hard for planning purposes."
"Sumo Logic needs to make sure integrating solutions are seamless."
"If you look at some of the other offerings right now that are available in the market, they do offer APM as well as the product they're offering. I believe Sumo Logic is not there yet. So that's something which I would love to see."
 

Pricing and Cost Advice

Information not available
"The product is costly."
"Purchasing Sumo Logic through the AWS Marketplace was a simple step."
"The AWS Marketplace pricing is fairly reasonable for what it does. I wouldn't call it expensive, but I wouldn't call it cheap. It is pretty good."
"The license pricing model is based on the events that are processed through the solution."
"The price scaling comes in a bit expensive."
"Purchasing the solution through the AWS Marketplace is very easy."
"The pricing is a little high, but for the features that we receive from Sumo Logic, it suits the price. For some small organizations, the price might be a little high."
"If we went to ELK Stack, which is open source, it would have been less costly, but it would have required more development from our side."
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893,244 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Construction Company
9%
Outsourcing Company
8%
Healthcare Company
8%
Comms Service Provider
8%
Manufacturing Company
12%
Financial Services Firm
10%
Outsourcing Company
9%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise1
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise5
Large Enterprise14
 

Questions from the Community

What needs improvement with SentinelOne Singularity AI SIEM?
I would not say there is anything that could be better in SentinelOne Singularity AI SIEM; I think we have seen something unique in the product. This product has the potential to add more SOC funct...
What is your primary use case for SentinelOne Singularity AI SIEM?
For us, the use case is primarily to analyze security events that are coming in and also events that are kept over a period of time, to track and use it for investigation and maybe analysis, someti...
What advice do you have for others considering SentinelOne Singularity AI SIEM?
I assess the overall security posture of the company after implementation as positive; I see a big impact on that. I would rate this review as an overall eight.
What is your experience regarding pricing and costs for Sumo Logic Security?
I would say that the pricing for Sumo Logic Security is in the medium part of the market. If you go to the well-known vendors such as Azure Sentinel or other tools like Splunk, you are going to fin...
What needs improvement with Sumo Logic Security?
I would say there are a few more things that Sumo Logic Security can improve on. It is not the tool; it is a technical part. From the app point of view, I would say when we need to include a few la...
 

Overview

Find out what your peers are saying about SentinelOne Singularity AI SIEM vs. Sumo Logic Security and other solutions. Updated: April 2026.
893,244 professionals have used our research since 2012.