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Anvilogic vs SentinelOne Singularity AI SIEM 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:
 

ROI

Sentiment score
4.7
Organizations using Anvilogic gained efficiency, reduced staffing needs, and rapid cyber threat response, though alert volume required tuning.
Sentiment score
5.6
SentinelOne Singularity AI SIEM improves efficiency and productivity with automation, reducing response times and minimizing false positives.
We're taking these things that executives see on the news, cyber threats falling from the sky, and we're taking the timeline that would take weeks or sometimes even months to address, depending on what's required for the detection, and bringing that timeline down to hours and days.
Director, Cybersecurity Operations at Labcorp
We rolled out approximately 1,500 Armory alerts in three months, which would not have been possible with Splunk.
Vice President, Information & Cyber Security at St. George's University
If we were not doing more and did not have Anvilogic, we would need one dedicated person to do this detection engineering.
Head of Information Security at a tech vendor with 1,001-5,000 employees
If the data gets encrypted, it automatically rolls back.
Senior Technical Engineer at Safezone Secure Solutions Private Limited
Before using SentinelOne Singularity AI SIEM, investigating a moderately complex alert took around thirty to sixty minutes because analysts had to collect logs from multiple security tools.
Desktop Support Engineer at a outsourcing company with 51-200 employees
SentinelOne Singularity AI SIEM has reduced our response time to true positive alerts by approximately forty percent through automation.
IT Security Analyst at a tech consulting company with 11-50 employees
 

Customer Service

Sentiment score
7.1
Anvilogic's customer service is praised for responsiveness and expertise, despite occasional delays and lacking a clear tracking system.
Sentiment score
6.7
SentinelOne's AI SIEM earns high ratings for support but faces criticism for agent transfers and additional service costs.
The product management and the product engineering team are available to us if we need to review something with them.
Director, Cybersecurity at a financial services firm with 10,001+ employees
One of the best things about Anvilogic is the partnership, their knowledge, the depth of technical understanding, and the speed at which they respond.
Head of Information Security at a tech vendor with 1,001-5,000 employees
I would evaluate their customer service and tech support as fantastic.
Senior Director | Detection Response at a tech vendor with 1,001-5,000 employees
SentinelOne Singularity AI SIEM has AI-based technical support available.
IT Security Analyst at a tech consulting company with 11-50 employees
Based on my experience with the technical support of SentinelOne Singularity AI SIEM, I would rate them a ten.
Vice President Cyber Security Practice Head at orbit techsol w pvt.ltd
In rating the technical support for SentinelOne, it depends on whether we are discussing EDR or SentinelOne Singularity AI SIEM.
Managing Director at iMark Consult
 

Scalability Issues

Sentiment score
6.8
Anvilogic is highly scalable and cost-effective, integrating seamlessly with platforms like Snowflake, enhancing performance and stakeholder adoption.
Sentiment score
6.1
SentinelOne Singularity AI SIEM is scalable and effective for complex, hybrid environments, requiring skilled implementation and detailed planning.
We started with about 55 detections and scaled up to about 980 odd detections so far.
Head of Information Security at a tech vendor with 1,001-5,000 employees
Anvilogic scales effectively with the growing needs of my organization.
Senior Director | Detection Response at a tech vendor with 1,001-5,000 employees
Anvilogic is helping us identify what the needs of the business are, where in many cases, business processes just run off on their own.
Director, Cybersecurity Operations at Labcorp
It is designed to handle growing log volumes and supports environments that include on-premises infrastructure, cloud services, endpoints, identity platforms, and network devices.
Desktop Support Engineer at a outsourcing company with 51-200 employees
With any AI adoption, the end goal should be more governance and data security and safety.
Associate Vice President at Novac Technology Solutions
The performance depends on the configuration.
IT Security Analyst at a tech consulting company with 11-50 employees
 

Stability Issues

Sentiment score
6.7
Anvilogic is highly reliable with minimal issues, occasional slowness, and responsive support enhancing user trust in its stability.
Sentiment score
8.1
SentinelOne Singularity AI SIEM is praised for stability and AI, but some find it inefficient and less user-friendly.
I have never experienced a serious outage.
Vice President, Information & Cyber Security at St. George's University
I would assess the stability and reliability of Anvilogic as very good.
Senior Director | Detection Response at a tech vendor with 1,001-5,000 employees
The biggest instability has been with the AI agent, which the team is not using fully due to inconsistent results.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
I have worked with it, and it is very handy, easy to manage, and excellent with its AI-driven capabilities.
Cybersecurity Engineer at Gigabit Technologies Pvt Ltd
When it comes to stability, I would give SentinelOne Singularity AI SIEM a nine.
IT Security Consultant at Systemhaus for you GmbH
In terms of performance stability, I have never had any crashes, downtimes, or performance issues.
Cyber Security Engineer at a retailer with 201-500 employees
 

Room For Improvement

Anvilogic users desire enhancements in integration, case management, and detection logic while facing challenges with input limits and documentation.
SentinelOne Singularity AI SIEM requires improvements in performance, customization, integrations, automation, pricing, and clearer AI insights.
Flexibility is key for any enterprise platform to meet our unique business requirements.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
It lacked a robust CI/CD pipeline, which is crucial for comprehensive testing before changes go into production.
Threat Researcher 2 at a tech vendor with 1,001-5,000 employees
It seems that it requires more growth in how you can navigate through it and see the overall maturity of it clearly for a specific actor versus the enterprise-wide visibility of the whole maturity of the program.
Manager, Threat Intel & Detection Operations at Zendesk
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.
Associate Vice President at Novac Technology Solutions
The interface flickers frequently, and sometimes it does not load properly.
IT Security Analyst at a tech consulting company with 11-50 employees
Whenever OT security comes into the picture, the customers do not allow us to integrate their OT devices on a cloud. It should be available on-premises because the OT SIEM market, in the India market for instance, is something around a four to eight billion dollar market.
Vice President Cyber Security Practice Head at orbit techsol w pvt.ltd
 

Setup Cost

Anvilogic provides competitive, straightforward pricing and support, though some note it doesn't fully replace a SIEM solution.
SentinelOne Singularity AI SIEM offers a value-driven package with bundled services; its advanced capabilities justify slightly higher costs.
Because they do not completely replace a SIEM, their pricing is slowly edging towards being a little too much for a smaller organization like ours.
Head of Information Security at a tech vendor with 1,001-5,000 employees
Licensing is reasonably affordable and should be evaluated over time concerning the platform's value.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
They provide estimates because obviously every business is different, but they provided reasonable estimates that were fairly accurate based on other customers from a similar type of background or size.
Manager, Threat Intel & Detection Operations at Zendesk
I find SentinelOne's pricing to be reasonable and competitive.
Information Security Principal at a venture capital & private equity firm with 1,001-5,000 employees
Features such as centralized log management, AI-driven analytics, automated workflow, and integrated security options can reduce operational overhead and improve SOC efficiency, which helps justify the investment.
Desktop Support Engineer at a outsourcing company with 51-200 employees
Compared to another SIEM tool's pricing, the pricing is the best, from my side.
Technical Support Executive at Softcell Technologies Limited
 

Valuable Features

Anvilogic optimizes SOC operations with AI-driven detection, no-code efficiency, and integration across platforms like Snowflake and Splunk.
SentinelOne Singularity AI SIEM enhances security with automation, AI analytics, third-party integration, and improved SOC efficiency.
Detection insights help us easily identify the most noisy ones, the effective ones, and what needs to be fixed to move the noisy ones to effective ones.
Head of Information Security at a tech vendor with 1,001-5,000 employees
The learning curve is not steep, allowing even those with basic knowledge in writing detection rules to adapt quickly.
Threat Researcher 2 at a tech vendor with 1,001-5,000 employees
Anvilogic plus Snowflake has vastly improved our total cost of ownership for the SIM platform; we went from a pretty expensive platform in Splunk that was not vertically scalable due to budget limitations to a platform now that is far more efficient per terabyte of data ingested and processed per day.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
We finally have visibility into things that were never visible before.
IT Security Consultant at Systemhaus for you GmbH
It employs a combination of AI and ML to check for viruses or any other malicious processes, including fileless attacks.
Cyber Security Engineer at a retailer with 201-500 employees
The AI-driven threat detection capabilities improve our overall security posture.
Associate Vice President at Novac Technology Solutions
 

Categories and Ranking

Anvilogic
Ranking in Security Information and Event Management (SIEM)
11th
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
13
Ranking in other categories
AI-SOC (2nd)
SentinelOne Singularity AI ...
Ranking in Security Information and Event Management (SIEM)
8th
Average Rating
8.6
Reviews Sentiment
6.4
Number of Reviews
15
Ranking in other categories
AI Observability (6th)
 

Mindshare comparison

As of August 2026, in the Security Information and Event Management (SIEM) category, the mindshare of Anvilogic is 0.6%, up from 0.3% compared to the previous year. The mindshare of SentinelOne Singularity AI SIEM is 1.3%, up from 0.6% 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 SIEM1.3%
Anvilogic0.6%
Other98.1%
Security Information and Event Management (SIEM)
 

Featured Reviews

reviewer2800338 - PeerSpot reviewer
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
Modern threat detection has improved coverage and reduced costs but still needs better UX and flexibility
There is room for growth in the product platform; our detection engineers using Anvilogic every day encounter some frustrating UX experience issues where buttons are not logically placed, and workflows are not working as expected. There is also room for growth in integrating the platform with third parties, as we have encountered limitations in what can be executed via API and what is documented. We are a heavy automation integration team, so having this well documented is important for us. The enterprise capabilities within the platform also seem somewhat limited, as we run into limitations in managing detections at scale and making changes to those detections at scale. Especially at an enterprise level, if we need to add enrichment logic to every single detection deployed, it can be quite onerous; we had to develop custom scripts to manage that. Thus, enhancing enterprise-type features for managing the platform at scale rather than clicking through the GUI is important as we continue to grow. Additionally, the AI capabilities have been somewhat unstable and unintuitive to use, which is key for increasing adoption. One other thing is that the detection logic builder today is somewhat limited in flexibility regarding implementing detections, grouping detections together, and handling alerts when they fire. This might be partly due to our need to adjust to a different platform, but flexibility is key for any enterprise platform to meet our unique business requirements. Having the capability to build custom detection logic not tied to a specific structure would be helpful; although a lot can be done, it often requires working with our account team which is time-consuming and less intuitive.
Dev Reshwal - PeerSpot reviewer
Technical Support Executive at Softcell Technologies Limited
Automation has reduced workload and real-time monitoring provides faster incident response
SentinelOne Singularity AI SIEM is the best, but sometimes the dashboards are a little simple compared to other tools. The custom dashboard is not available in their features. Therefore, I would suggest adding the custom dashboard for any of our requirements. The AI-driven analytics from SentinelOne Singularity AI SIEM has not affected our ability to reduce false positives. SentinelOne Singularity AI SIEM has affected my SOC's efficiency in investigating alerts and responding to incidents. If we receive any alerts, we can observe what activity is being done. We can see if it is malicious or something suspicious, or a true positive. We can analyze the path, the hash, and whether the signature is verified or not. We can see if it is an alert triggered by any engine. We can see the source of this. We will do that type of analysis and raise it to the client side. Also, if I identify anything suspicious or malicious in the alert, I will forcefully kill and quarantine it immediately.
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Manufacturing Company
8%
Healthcare Company
8%
Outsourcing Company
8%
Outsourcing Company
22%
Construction Company
7%
Manufacturing Company
6%
Media Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise12
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise5
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Anvilogic?
I am from the technical department, so I do not have details about pricing, setup cost, or licensing, as that was handled by my management team.
What needs improvement with Anvilogic?
I would not say there is anything I would like to add regarding how Anvilogic can be improved, as they are probably working on many improvements already. I do not think there is anything that could...
What is your primary use case for Anvilogic?
My main use case for Anvilogic is for detection engineering, and I manage all of my use cases and alerts in the AVLs through Anvilogic. A specific example of how I use Anvilogic for detection engin...
What needs improvement with SentinelOne Singularity AI SIEM?
They could expand more integrations for other third-party products that are not currently available. Those are areas they can improve or have yet to improve. For example, we have firewall integrati...
What is your primary use case for SentinelOne Singularity AI SIEM?
Clients can use SentinelOne Singularity AI SIEM for endpoint security solutions, and apart from that, we currently have something called prompt security where it is helping us to enhance control ov...
What advice do you have for others considering SentinelOne Singularity AI SIEM?
The automated workflow feature impacts my security tasks and manual efforts significantly. Downtime is not necessarily required in scenarios where a particular system has to be isolated. Whether it...
 

Overview

Find out what your peers are saying about Anvilogic vs. SentinelOne Singularity AI SIEM and other solutions. Updated: June 2026.
908,800 professionals have used our research since 2012.