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Anvilogic vs UnderDefense comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Nov 9, 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
6.2
Torq's automation enhances efficiency, reduces manual tasks, and offers noticeable cost savings and productivity improvements within the first year.
Sentiment score
4.7
Organizations using Anvilogic gained efficiency, reduced staffing needs, and rapid cyber threat response, though alert volume required tuning.
Sentiment score
8.0
Users saved time with detailed alerts, improving productivity and focus on development, security, and customer engagement.
Since we started working with Torq, I am handling much fewer alerts. It is becoming really easy for me to handle an alert.
SOC Analyst at AppsFlyer
We have seen a return on investment, targeting a $600,000 ROI for the year.
Cyber Security Engineer at a real estate/law firm with 5,001-10,000 employees
I have seen a return on investment with Torq, as the automation reduces the number of employees needed and significantly saves both time and resources.
Senior Cybersecurity Engineer at a tech vendor with 10,001+ employees
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
Log triage no longer takes up our security team's calendar, allowing those hours to go into platform architecture, our DRM protections, and proactive hardening.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
Each alert comes with the caller, the endpoint, and the queries, so we do not dig through logs.
Internet Marketing Manager at a tech vendor with 51-200 employees
I have seen a return on investment, mainly in time and not having to build a team, as we did not need to hire a security team to get around-the-clock cloud coverage.
BD with 10,001+ employees
 

Customer Service

Sentiment score
6.6
Torq's customer support is praised for responsiveness, attentiveness, 24/7 availability, and effectively assisting with setup and critical issues.
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
9.5
UnderDefense's customer service earns high ratings for exceptional responsiveness, clear communication, and quick assistance, achieving perfect satisfaction scores.
My impression of their technical support during the initial setup was that they were helpful, responded within a reasonable timeframe, and provided exactly what we needed.
Security Consultant at Integrity360
The speed and quality of their answers have been pretty good, as I usually get a response within 24 hours, and they follow up well.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
We can always get an answer, and the support team are experts in their own system.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
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
When we needed a baseline adjusted or a finding explained, we got a clear answer quickly.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
I would rate the customer support on a scale of 1 to 10 as 10.
Founder at Urlicer
The customer support has been responsive and helpful.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Scalability Issues

Sentiment score
6.7
Torq excels in scalability with customization, handling high volumes, though browser issues may occur with large workflows.
Sentiment score
6.8
Anvilogic is highly scalable and cost-effective, integrating seamlessly with platforms like Snowflake, enhancing performance and stakeholder adoption.
Sentiment score
8.5
UnderDefense seamlessly manages high-traffic and dynamic environments, ensuring reliable coverage amidst increasing customer and endpoint volumes.
Its scalability is good because it has a cloud-native architecture and it expands dynamically to handle thousands of alerts at the same time.
Software Engineer at Accenture
Torq's scalability is a notable strength, as its workflow-based automation allows expansion from managing a few repetitive security tasks to handling more complex and high-volume SOC operations.
Data Specialist at TCS
Our case management is super scalable.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
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
Our platform sees sharp spikes from bulk uploads and fast-spreading assets, and UnderDefense Agentic AI SOC handles them without needing us to resize or retune anything.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
UnderDefense's scalability is good, as the same coverage applies as our cloud environment grows without us changing anything on our side.
BD with 10,001+ employees
Our traffic is high, and UnderDefense handles it without us changing anything.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Stability Issues

Sentiment score
7.6
Torq is stable and reliable, offering consistent performance with minimal downtime and rare, quickly resolved 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
9.1
UnderDefense is praised for its stability, consistently providing reliable performance even during high traffic and stress scenarios.
I evaluate it based on service availability, workflow execution reliability, integration failures, and incident history.
Cybersecurity Analyst at Digital Direct Solution Private Limited
Most of the time, the system is stable as long as the components that they integrate with are stable.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
I have never faced any downtime or issues.
Senior Information Technology Security Consultant at Mideast Data Systems
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
We use it every day and it has run steadily, including when our traffic is high.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Room For Improvement

To improve Torq's platform, enhance error messaging, case management, UI, AI, integrations, templates, data handling, and reporting features.
Anvilogic users desire enhancements in integration, case management, and detection logic while facing challenges with input limits and documentation.
Focus on including internal identifiers in alerts and onboarding templates to improve user experience and reduce setup time.
Torq should offer default templates that can directly scan firewall data and automate actions.
Senior Information Technology Security Consultant at Mideast Data Systems
The AI value depends on maturity. Real value depends heavily on telemetry, integration depth, and workflow design, all of which rely on how mature customers are in their SOC department.
Security Consultant at Integrity360
It was able to capture data but was unable to differentiate between the agent hostname we are using and the hostname that resides on the back end of the Internet.
Senior Consultant at a university with 10,001+ employees
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
It is worth it for accurate triage later, but a template for common upload patterns will shorten that time.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
The setup and daily use have both been smooth.
BD with 10,001+ employees
Showing the customer name in the alert would help.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Setup Cost

Enterprise buyers have mixed opinions on Torq's pricing, with some finding it affordable and others expensive but valuable.
Anvilogic provides competitive, straightforward pricing and support, though some note it doesn't fully replace a SIEM solution.
Users find UnderDefense cost-effective, easy to set up, and transparently priced, offering great value compared to in-house solutions.
When they bring more and more value into the platform, it makes more sense to pay that price, but still, it is expensive.
Senior Cyber Architect at a manufacturing company with 10,001+ employees
Before deciding to implement Torq, I considered that compared to our old case management platform, Torq was a much better price and had a lot better value for what you get out of the platform, which was a key consideration for the company.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
It is an expensive solution, not an inexpensive solution, but we get through the flexibility.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
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
licensing was clear from the start, giving me good value for the price
Founder at Urlicer
Compared with building the same coverage in-house, it is a much lower cost and did not require us to hire.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
Pricing was fair for what we get, setup was easy and took very little of our time, and the licensing was clear from the start, enabling us to see good value for the price.
BD with 10,001+ employees
 

Valuable Features

Torq simplifies automation with a drag-and-drop interface, AI-driven alert management, and seamless third-party tool integration.
Anvilogic optimizes SOC operations with AI-driven detection, no-code efficiency, and integration across platforms like Snowflake and Splunk.
UnderDefense offers anomaly detection, noise filtering, proactive reporting, 24/7 support, AI accuracy, governance, and efficient alert triage.
Torq's unified platform approach to AI SOC automation and case management has significantly benefited us by integrating the case management platform with the automation, which saves time compared to managing multiple point solutions across our security stack.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
The fact that I can build whatever I want within my own imagination and skills without relying on code is the best thing about Torq.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
You can copy and paste a cURL command. If you have documentation or APIs, you usually have an example on the side. You basically have all the information on how the API call should be. You can just copy that and paste it into a step, and it will just build the step for you.
Global IT Director at OpenWeb
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
The linking, the filtering, and the readable reasoning each help on their own, but together, they allow a small security team to handle the volume our platform produces without losing sight of the cases that matter.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
It has full-time support 24/7 with proactive reports, and monitoring runs around the clock.
Founder at Urlicer
The sorting signals and clear reports help my team day-to-day because every morning we look at a short list of cases that matter instead of a long list of raw alerts, and each case comes with the full picture, so we can decide in a few minutes whether it needs action.
BD with 10,001+ employees
 

Categories and Ranking

Torq
Sponsored
Ranking in AI-SOC
1st
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
21
Ranking in other categories
AI-Powered Security Automation (1st)
Anvilogic
Ranking in AI-SOC
2nd
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
13
Ranking in other categories
Security Information and Event Management (SIEM) (8th)
UnderDefense
Ranking in AI-SOC
8th
Average Rating
10.0
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Endpoint Detection and Response (EDR) (22nd), Security Orchestration Automation and Response (SOAR) (10th), SOC as a Service (4th), Managed Detection and Response (MDR) (10th), Extended Detection and Response (XDR) (15th), Compliance Management (10th), AI-Powered Security Automation (4th)
 

Mindshare comparison

As of November 2026, in the AI-SOC category, the mindshare of Torq is 9.4%, up from 4.3% compared to the previous year. The mindshare of Anvilogic is 3.2%, up from 2.4% compared to the previous year. The mindshare of UnderDefense is 0.6%. It is calculated based on PeerSpot user engagement data.
AI-SOC Mindshare Distribution
ProductMindshare (%)
Torq9.4%
Anvilogic3.2%
UnderDefense0.6%
Other86.8%
AI-SOC
 

Featured Reviews

AD
Solutions Architect at ProArch
Automation has streamlined multi-tenant SOC workflows and improves alert handling efficiency
Although the reporting within Torq is not that great, we did ask for many features regarding reporting in Torq, but due to some platform constraints, they could not make the whole dataset available for us to be used in reporting. Except for that, we used some basic reporting. When I used Torq, it was indeed in the early stages of AI capabilities. Only a few customers were allowed to use it, and we were among them. It functioned well as long as we summarized the data properly. If you input garbage, you would get garbage out. Thus, we had to do significant fine-tuning regarding what data context we provided to the AI orchestrator to get meaningful results. In terms of Torq's unified platform approach to AI SOC automation and case management compared to managing multiple point solutions across my security stack, I find it case-centric. The unified view in case management is good since it provides clarity, although there are limitations regarding how many items in case management can be modified at once. Bulk operations are very limited, potentially due to their back-end database or data retrieval processes that can be improved. Regarding improvements for Torq, when we were onboarded, there were aspects we were uncertain about, such as the number of cases that could be generated, what data we could bring in, how many clients we could onboard, and similar concerns. Initially, we also lacked clarity about the number of playbooks or workflows we could build. Different triggers like system triggers, case-based triggers, and others can be employed without restrictions, but when it comes to on-demand and scheduled jobs, there is a limitation based on the subscription and pricing tier that notably caps the number of workflows we can create. No bulk editing across cases was one issue, along with limited filtering related to single grouping constraints. Additionally, the out-of-the-box case templates provided require substantial modifications before they become usable. There is also a feature in the cases for notes that cannot be searched. They are only visible through the UI, which is another area for improvement. The workflow and execution-based charges seem misleading as this was not discussed initially. I am not sure if new customers are made aware of this. It seems that workflows revolving around cases hinder functionality outside of case management, as we have many use cases needing on-demand triggers and schedules for functions like reporting or polling devices. Creating additional workflows to achieve basic functionalities raises costs significantly, which disadvantages customers. While they facilitate optimization and scaling, the support received tends to be very basic. Improvements can be made in that area as well.
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.
Ivan Voitovych - PeerSpot reviewer
Founder at Urlicer
AI-driven SOC triage has transformed threat monitoring and keeps our security work focused
The best features UnderDefense offers include mostly triage in-context signals read together across my stack, where one finding replaces many separate checks. A good thing too is its false positive suppression, as I do not get false notifications. Normal activity such as traffic spikes during customer events is recognized and documented, and only the unusual cases reach me. It has full-time support 24/7 with proactive reports, and monitoring runs around the clock. Reports and alerts come to me without even noticing or asking, so it is very useful. My team sees what happened without having to chase it. I find the proactive reporting and 24/7 support to have definitely made a real difference. Proactive reports mean I hear about what happened without having to ask, so I know the state of things at the start of the day, and 24/7 support matters most for traffic spikes and other events outside busy working hours, as I get an answer when I need one without keeping someone on call just in case, saving me a lot of time. Together, they let my team stay on infrastructure work and step in only when a decision is needed. Regarding UnderDefense's AI capabilities, I think the governance and security is the best there is, as the decisions that matter stay with my team and each finding is documented, allowing me to review afterwards how a conclusion was reached. That control and traceability is what I need from AI in a security role. The accuracy and reliability of UnderDefense's AI output is accurate and steady, as findings have matched what I saw when I checked them, and the pattern assessments are consistent, especially during large traffic events or spikes, which is when I depend on them most. When a case needs judgment, the reasoning is there so I can confirm it myself.
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Outsourcing Company
11%
Comms Service Provider
11%
Manufacturing Company
10%
Financial Services Firm
13%
Outsourcing Company
10%
Comms Service Provider
8%
Manufacturing Company
8%
Manufacturing Company
39%
Construction Company
13%
Security Firm
11%
Outsourcing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise7
Large Enterprise13
By reviewers
Company SizeCount
Small Business2
Large Enterprise12
No data available
 

Questions from the Community

What needs improvement with Torq?
What has not worked as well as I hoped with Torq is related to product data management and storing data, although it ...
What is your primary use case for Torq?
My main use case for Torq is for managing IT services and providing faster response.
What advice do you have for others considering Torq?
I would rate Torq a 10 on a scale of 1 to 10. I chose this rating because customer service is excellent. I suggest to...
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 han...
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 w...
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 ...
What is your primary use case for UnderDefense?
Our main use case for UnderDefense Agentic AI SOC is to watch how accounts actually use our platform. Our product is ...
What is your experience regarding pricing and costs for UnderDefense?
The experience with pricing, setup cost, and licensing has been fair for what we get. Compared with building the same...
What needs improvement with UnderDefense?
UnderDefense could improve in onboarding, which takes some dedicated time because the baseline for our high volume up...
 

Comparisons

 

Interactive Demo

Demo not available
Demo not available
 

Overview

 

Sample Customers

Information Not Available
Information Not Available
Kyte, Betsson Grourp, Mammut, Accedian.
Find out what your peers are saying about Torq, Anvilogic, SentinelOne and others in AI-SOC. Updated: October 2026.
921,523 professionals have used our research since 2012.