Best Enterprise AI SOC Agents

How Many AI SOC Agents Products Does G2 Track?

Total Products under this Category: 54

Category Stats (Oct 2026)

  • Average Rating: 4.64/5 (↓0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Hunto AI (+1.58%) - Among all products in this category, Hunto AI recorded the largest rating increase compared to last month

Last updated: October 07, 2026

How Does G2 Rank AI SOC Agents Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,100+ Authentic Reviews
  • 54+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI SOC Agents

G2 Grid® for AI SOC Agents plotting products by satisfaction and market presence

Highlighted products: Google Security Operations, Panther, Splunk Enterprise Security, Torq AI SOC Platform, and Splunk SOAR (Security Orchestration, Automation and Response).

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-soc-agents/grids.json?focus%5B%5D=google-security-operations&focus%5B%5D=panther&focus%5B%5D=splunk-enterprise-security&focus%5B%5D=torq-ai-soc-platform&focus%5B%5D=splunk-soar-security-orchestration-automation-and-response&segment=enterprise)

Google Security Operations

Google Security Operations offers a unified experience across SIEM, SOAR, and threat intelligence to drive better detection, investigation, and response. Collect security telemetry data, apply threat intel to identify high priority threats, drive response with playbook automation, case management, and collaboration. It also provides Gemini-native agentic defense to help autonomously handle workflows like alert triage, threat hunting, and detection engineering. Google Security Operations also supports AI Threat Defense to monitor, detect, and respond to threats from code you do not own or cannot patch.

Average Rating: 4.4/5.0

Total Reviews: 144

Who Is the Company Behind Google Security Operations?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Who Uses This: Student, Developer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 42% Small, 33% Medium

What Do G2 Reviewers Say About Google Security Operations?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized detection and investigation of Google Security Operations, enhancing efficiency in threat management.
  • Users value the high-level threat detection capabilities of Google Security Operations, enhancing their security response efficiency.
  • Users find Google Security Operations very easy to use, allowing for quick incident analysis and efficient responses.
  • Users value the comprehensive security of Google Security Operations for effectively detecting and responding to threats.
  • Users appreciate the seamless integrations of Google Security Operations, enhancing threat detection and providing a unified security view.
Cons
  • Users find the costly upkeep of Google Security Operations challenging, especially for large organizations.
  • Users often face a steep learning curve with Google Security Operations, especially if unfamiliar with Google Cloud services.
  • Users find the implementation and configuration complex, requiring more time and resources compared to other tools.
  • Users find the learning difficulty of Google Security Operations challenging due to its complex features and setup.
  • Users find limited customization in Google Security Operations hinders adaptability and user experience for specific security needs.

What Are Recent G2 Reviews of Google Security Operations?

Panther

Panther is the AI SOC Platform that scales security expertise by embedding AI agents across your security operations with native access to your data lake, detection logic, and organizational knowledge. Unlike bolt-on tools, Panther's closed-loop architecture turns every alert into compounding intelligence that makes the system smarter over time. Request a demo today at: https://panther.com/product/request-a-demo/

Average Rating: 4.7/5.0

Total Reviews: 49

Who Is the Company Behind Panther?

  • Seller: Panther Labs
  • Year Founded: 2018
  • HQ Location: San Francisco, CA
  • Twitter: @runpanther
    4,437 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    269 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Security Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Medium, 29% Large

What Do G2 Reviewers Say About Panther?

AI-generated summary from verified user reviews

Pros
  • Users praise Panther's responsive customer support, which delivers expert assistance and resolves issues quickly and efficiently.
  • Users laud Panther's detection efficiency, appreciating its swift JSON parsing and robust, adaptable detection capabilities.
  • Users value Panther's ease of use, noting its intuitive interface and efficient operation for small teams.
  • Users praise Panther's intuitive interface and responsive support, enhancing ease of use and effectiveness for security teams.
  • Users praise the easy log source integration in Panther, simplifying onboarding and enhancing their security monitoring efforts.
Cons
  • Users find the raw log view limited due to lack of summaries, customization options, and cumbersome configuration for alerts.
  • Users face complex configuration challenges with Panther's setup, needing significant custom workflow adjustments and improvements.
  • Users find the dashboard issues overwhelming, highlighting limitations in customization and functionality that hinder effective use.
  • Users find Panther's limited access cumbersome, with challenges in integration, dashboards, and customizable alert features.
  • Users note a difficult learning curve for Panther, especially for those not familiar with programming languages.

What Are Recent G2 Reviews of Panther?

What Are G2 Users Discussing About Panther?

Splunk Enterprise Security

Splunk Enterprise Security (ES) is a data-centric, modern security information and event management (SIEM) solution that delivers data-driven insights for full breadth visibility into your security posture so you can protect your business and mitigate risk at scale. With unparalleled search and reporting, advanced analytics, integrated intelligence, and prepackaged security content, Splunk ES accelerates threat detection and investigation, letting you determine the scope of high-priority threats to your environment so you can quickly take action. Built on an open and scalable data platform, you can stay agile in the face of evolving threats and business needs. Our extensive ecosystem of Splunk, partner, and community-built integrations as well as flexible deployment options ensure your technology investments are working in tandem with Splunk ES whilst meeting you wherever you are on your cloud, multi-cloud, or hybrid journey.

Average Rating: 4.3/5.0

Total Reviews: 224

Who Is the Company Behind Splunk Enterprise Security?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 59% Large, 30% Medium

What Do G2 Reviewers Say About Splunk Enterprise Security?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Splunk Enterprise Security, enhancing their monitoring and log management experience.
  • Users appreciate the easy integrations of Splunk Enterprise Security, enabling seamless connection with various platforms and systems.
  • Users highlight the impressive threat detection capabilities of Splunk Enterprise Security, enhancing security focus and reducing false alarms.
  • Users value the effective features of Splunk Enterprise Security, enhancing security analysis with comprehensive logs and insights.
  • Users appreciate the user-friendly interface of Splunk Enterprise Security, enabling efficient monitoring and attractive dashboards.
Cons
  • Users find the high costs associated with data ingestion to be a significant drawback of Splunk Enterprise Security.
  • Users find the initial implementation complex, needing expert resources and time to onboard Splunk Enterprise Security effectively.
  • Users find the complex implementation of Splunk Enterprise Security challenging, requiring extensive expertise and resources.
  • Users find the complex setup of Splunk Enterprise Security time-consuming and challenging, impacting initial deployment effectiveness.
  • Users find the difficult learning curve of Splunk Enterprise Security challenging, especially for those new to data analysis.

What Are Recent G2 Reviews of Splunk Enterprise Security?

What Are G2 Users Discussing About Splunk Enterprise Security?

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How it works

Torq AI SOC Platform

Torq is the AI SOC platform that combines agentic insights and automation so that enterprises can triage, investigate, and respond to actual risks, faster. Torq streamlines every step from alert through resolution. The platform analyzes your risk context to identify your biggest threats. Working alongside your SecOps staff, the Torq platform integrates with your security stack to facilitate containment and remediation workflows.

Average Rating: 4.8/5.0

Total Reviews: 151

Who Is the Company Behind Torq AI SOC Platform?

  • Seller: torq
  • Company Website:
  • Year Founded: 2020
  • HQ Location: New York, US
  • Twitter: @torq_io
    1,944 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    470 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 49% Medium, 30% Small

What Do G2 Reviewers Say About Torq AI SOC Platform?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Torq AI SOC Platform, making it accessible for all skill levels.
  • Users value the efficiency of automated security workflows in Torq, enhancing both speed and effectiveness in threat management.
  • Users value the automation capabilities of Torq AI SOC Platform, enhancing efficiency and streamlining security workflows effectively.
  • Users appreciate the no-code automation capabilities of Torq, streamlining workflows and enhancing overall operational efficiency.
  • Users value the real-time threat detection of Torq AI SOC Platform, enhancing efficiency in responding to security incidents.
Cons
  • Users face a difficult learning curve with Torq AI SOC Platform, requiring significant training and support for effective use.
  • Users face a significant learning curve with Torq AI SOC Platform, requiring time and proper training for effective use.
  • Users note the missing features in Torq AI SOC Platform, especially regarding playbooks and incident management capabilities.
  • Users note that improvement is needed in grouping findings, vendor integration, and overall flexibility for better experience.
  • Users face poor interface design in Torq, including unresponsive buttons and a challenging debugging process.

What Are Recent G2 Reviews of Torq AI SOC Platform?

Splunk SOAR (Security Orchestration, Automation and Response)

Splunk SOAR provides security orchestration, automation and response capabilities that allow security analysts to work smarter by automating repetitive tasks; respond to security incidents faster with automated detection, investigation, and response; increase productivity, efficiency and accuracy; and strengthen defenses by connecting and coordinating complex workflows across their team and tools. Splunk SOAR also supports a broad range of security operations center (SOC) functions including event and case management, integrated threat intelligence, collaboration tools and reporting.

Average Rating: 4.4/5.0

Total Reviews: 39

Who Is the Company Behind Splunk SOAR (Security Orchestration, Automation and Response)?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Top Industries: Information Technology and Services, Consulting
  • Company Size: 43% Medium, 35% Large

What Do G2 Reviewers Say About Splunk SOAR (Security Orchestration, Automation and Response)?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation capabilities of Splunk SOAR, enabling efficient threat detection and response with minimal human error.
  • Users value the end-to-end security management of Splunk SOAR, enhancing incident response and threat detection efficiency.
  • Users appreciate the flexibility and integration capabilities of Splunk SOAR for tailoring security workflows to their needs.
  • Users commend the easy threat detection and analysis capabilities, enhancing security response with flexible workflows.
  • Users appreciate the ease of use in Splunk SOAR, benefiting from a user-friendly interface and seamless integrations.
Cons
  • Users find Splunk SOAR expensive, making it difficult for normal users to afford and implement effectively.
  • Users find the learning curve steep for Splunk SOAR, requiring extensive knowledge and training for effective use.
  • Users find the difficult learning curve of Splunk SOAR challenging, especially for beginners and new users of automation tools.
  • Users find the software's complexity challenging to navigate, particularly for beginners needing extensive training.
  • Users find the poor interface design of Splunk SOAR challenging, particularly for beginners navigating its features.

What Are Recent G2 Reviews of Splunk SOAR (Security Orchestration, Automation and Response)?

What Are G2 Users Discussing About Splunk SOAR (Security Orchestration, Automation and Response)?

Brandon Summers-Miller
BS
Researched and written by Brandon Summers-Miller
Updated