# Best User and Entity Behavior Analytics (UEBA) Software - Page 3 *By [Brandon Summers-Miller](https://research.g2.com/insights/author/brandon-summers-miller)* User and entity behavior analytics (UEBA) software is a family of tools used to develop and model baseline behaviors for people and hardware within a network, with the ultimate goal of identifying abnormalities and alerting security staff. These tools leverage machine learning to identify patterns and monitor user or machine behaviors, notifying stakeholders of abnormal activity, malicious behavior, or performance issues that arise from mistakes or improper operational actions. Companies use UEBA technology to protect their sensitive information and business critical systems from both external and insider threats. These may be employees or partners that partake in nefarious activities such as stealing data, adjusting privileges, or violating company policies. UEBA solutions can also detect compromised accounts that may have resulted from weak passwords or phishing scams that provide network access to unapproved parties. UEBA can uncover a number of external threat types as well; most notably, brute force attacks and privilege escalation. UEBA functions on a similar basis as [risk-based authentication (RBA) software](https://www.g2.com/categories/risk-based-authentication) and [zero trust networking software](https://www.g2.com/categories/zero-trust-networking). Both of these tools use machine learning to evaluate risk and identify threat actors, but neither is designed to constantly monitor user behavior within a specific network. RBA takes into account variables such as historic access, location, and IP address to determine risk when authenticating. Zero trust network architectures are designed segment networks and monitor network activity. If threats are detected, a segment of the network or an individual endpoint will be restricted from network access. To qualify for inclusion in the User and Entity Behavior Analytics (UEBA) category, a product must: - Use machine learning to develop baseline behaviors for individual users and resources within a network - Monitor the users and resources with a network for insider threats and other anomalies - Provide incident details and remediation workflows, or integrate with incident response solutions - Integrate with existing security systems to enforce policies and develop automated incident management processes ## How Many User and Entity Behavior Analytics (UEBA) Software Products Does G2 Track? **Total Products under this Category:** 60 ## How Does G2 Rank User and Entity Behavior Analytics (UEBA) Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,600+ Authentic Reviews - 60+ 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. ## Which User and Entity Behavior Analytics (UEBA) Software Is Best for Your Use Case? - **Leader:** [CrowdStrike Falcon Endpoint Protection Platform](https://www.g2.com/products/crowdstrike-falcon-endpoint-protection-platform/reviews) - **Easiest to Use:** [Cynet](https://www.g2.com/products/cynet/reviews) - **Top Trending:** [CrowdStrike Falcon Endpoint Protection Platform](https://www.g2.com/products/crowdstrike-falcon-endpoint-protection-platform/reviews) - **Best Free Software:** [IBM QRadar SIEM](https://www.g2.com/products/ibm-ibm-qradar-siem/reviews) --- **Sponsored** ### ManageEngine ADAudit Plus ADAudit Plus is a UBA-driven auditor that helps keep your AD, Azure AD, file systems (including Windows, NetApp, EMC, Synology, Hitachi, and Huawei), Windows servers, and workstations secure and compliant. ADAudit Plus transforms raw and noisy event log data into real-time reports and alerts, enabling you to get full visibility into activities happening across your Windows Server ecosystem in just a few clicks. More than 10,000 organizations across the world trust ADAudit Plus to: 1. Instantly notify them about changes in their Windows Server environments. 2. Continuously track Windows user logon activity. 3. Monitor the active and idle time spent by employees at their workstations. 4. Detect and troubleshoot AD account lockouts. 5. Provide a consolidated audit trail of privileged user activities across their domains. 6. Track changes and sign-ins in Azure AD. 7. Audit file accesses across Windows, NetApp, EMC, Synology, Hitachi, and Huawei file systems. 8. Monitor file integrity across local files residing on Windows systems. 9. Mitigate insider threats by leveraging UBA and response automation. 10. Generate audit-ready compliance reports for SOX, the GDPR, and other IT mandates. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=2179&secure%5Bdisplayable_resource_id%5D=2179&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2179&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=5691&secure%5Bresource_id%5D=2179&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fuser-and-entity-behavior-analytics-ueba%3Fpage%3D3&secure%5Btoken%5D=732491df709e87260565720bfa8d9b90715a58f7dd1b3774c2bf61d498c66914&secure%5Burl%5D=https%3A%2F%2Fwww.manageengine.com%2Fproducts%2Factive-directory-audit%2F%3Futm_source%3DG2%26utm_medium%3Dtpac%26utm_campaign%3DADAP-UEBA&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated User and Entity Behavior Analytics (UEBA) Software Products in 2026? ### 1. [Herd Security](https://www.g2.com/products/herd-security/reviews) Herd Security is revolutionizing cybersecurity training with our advanced security awareness platform, which equips teams to recognize and respond to sophisticated threats like AI-generated voice and video impersonations. Through interactive micro-trainings delivered via Slack and Teams, gamified learning experiences, and real-world simulations, Herd fosters a proactive security culture. **Who Is the Company Behind Herd Security?** - **Seller:** [Herd Security](https://www.g2.com/sellers/herd-security) - **Year Founded:** 2023 - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/herd-security/about/ (1 employees on LinkedIn®) ### 2. [Intruder Detection](https://www.g2.com/products/intruder-detection/reviews) Actuate's AI Intruder Detection software transforms existing security cameras into intelligent monitoring systems, significantly reducing false positives and enhancing operator efficiency. By leveraging advanced artificial intelligence, it accurately identifies unauthorized individuals in restricted areas without the need for additional hardware, ensuring swift and precise threat detection. **Who Is the Company Behind Intruder Detection?** - **Seller:** [Actuate](https://www.g2.com/sellers/actuate) - **Year Founded:** 1993 - **HQ Location:** San Mateo, CA - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (705 employees on LinkedIn®) - **Ownership:** NASDAQ: BIRT - **Phone:** 650-645-3000 ### 3. [Kntrol](https://www.g2.com/products/kntrol/reviews) Kntrol is an endpoint security platform that protects businesses from internal and external threats by monitoring user activity, controlling devices and applications, and providing real-time alerts with detailed reports. Supporting Windows, macOS, Linux, and virtual environments, it delivers a scalable, zero-trust solution to safeguard data and ensure compliance. **Who Is the Company Behind Kntrol?** - **Seller:** [Kriptone](https://www.g2.com/sellers/kriptone) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 4. [LTS Secure UEBA](https://www.g2.com/products/lts-secure-ueba/reviews) In the world of cyber security, security teams are trending away from using prevention-only approaches, according to a 2018 Gartner report called Market Guide for User and Entity Behavior Analytics. As security teams shift toward balancing cyber threat prevention with the newer detection and incident response (IR) approaches, they are increasingly adding technologies like user and entity behavior analytics (UEBA) to their conventional SIEMs and other legacy prevention systems. **Who Is the Company Behind LTS Secure UEBA?** - **Seller:** [LTS Secure](https://www.g2.com/sellers/lts-secure) - **Year Founded:** 2012 - **HQ Location:** Pune, IN - **LinkedIn® Page:** https://www.linkedin.com/company/ltssecure-adaptive-soc-platform-for-cyber-security (10 employees on LinkedIn®) ### 5. [Mandiant Breach Analytics for Chronicle](https://www.g2.com/products/mandiant-breach-analytics-for-chronicle/reviews) Mandiant Breach Analytics for Chronicle is a SaaS-based solution that integrates Mandiant's frontline threat intelligence with Google Cloud's Chronicle Security Operations suite. This integration enables organizations to enhance their security posture by automating the detection of indicators of compromise within their IT environments. By continuously monitoring both current and historical security events, the solution applies contextual information and machine learning to prioritize potential threats, allowing for rapid identification and response to breaches. Key Features and Functionality: - Real-Time IOC Detection: Continuously scans security events in Chronicle for up-to-date IOCs, ensuring timely identification of potential breaches. - Contextual Prioritization: Utilizes machine learning and contextual data to assess and prioritize detected threats, reducing false positives and focusing on the most critical issues. - Integration with Mandiant Intel Grid™: Leverages comprehensive threat intelligence from Mandiant's extensive experience in incident response and threat analysis. - Scalable Data Analysis: Employs Google Cloud's infrastructure to analyze vast amounts of security telemetry efficiently, with extended data retention capabilities. - Automated Response: Reduces reliance on manual processes by automating the detection and prioritization of IOCs, enhancing the efficiency of security operations. Primary Value and Problem Solved: Mandiant Breach Analytics for Chronicle addresses the critical need for organizations to swiftly detect and respond to cyber threats. By automating the identification and prioritization of IOCs, it significantly reduces attacker dwell time—the period between intrusion and detection—thereby minimizing potential damage and operational disruption. This solution empowers security teams to act promptly on credible threats, enhancing overall resilience against cyber attacks. **Who Is the Company Behind Mandiant Breach Analytics for Chronicle?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,890,350 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (336,169 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG ### 6. [Maro](https://www.g2.com/products/maro/reviews) Maro builds a cognitive security platform that provides a lightweight, fast-to-deploy browser extension, enabling real-time behavioral controls without relying solely on training or detection. **Who Is the Company Behind Maro?** - **Seller:** [Maro](https://www.g2.com/sellers/maro) - **LinkedIn® Page:** https://www.linkedin.com/company/spectrum-nodes/ ### 7. [Risk Fabric](https://www.g2.com/products/risk-fabric/reviews) Risk Fabric enables stakeholders across the business to prioritize their remediation activities and direct their limited resources at the risks that matter most. **Who Is the Company Behind Risk Fabric?** - **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166) - **Year Founded:** 1991 - **HQ Location:** San Jose, CA - **Twitter:** @broadcom (63,400 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/broadcom/ (55,707 employees on LinkedIn®) - **Ownership:** NASDAQ: CA ### 8. [SecureIdentity IRAD](https://www.g2.com/products/secureidentity-irad/reviews) Built upon artificial intelligence, SecureIdentity IRAD evaluates the user as an ongoing process and will detect any unusual activity or interaction in the user’s actions. This provides real time detailed analysis of the user interaction and allows risk scoring to be applied and subsequent security policies, to deal with detected anomalies. **Who Is the Company Behind SecureIdentity IRAD?** - **Seller:** [SecurEnvoy](https://www.g2.com/sellers/securenvoy) - **Year Founded:** 2003 - **HQ Location:** London, GB - **Twitter:** @securenvoy (654 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/securenvoy (22 employees on LinkedIn®) - **Phone:** 44 (0) 845 2600010 ### 9. [Staffcop Enterprise](https://www.g2.com/products/staffcop-enterprise/reviews) All-in-One Solution for Insider Threat Management and Employee Monitoring. Staffcop is a groundbreaking solution that integrates Insider Threat Management with robust employee monitoring and remote administration features. Positioned at the intersection of security and performance, Staffcop offers a comprehensive set of functions to protect company data and oversee employee activities. Utilizing UAM, UEBA modules, OLAP technology, and pre-built or custom dashboards, Staffcop aids enterprises, SMBs, and government entities in reducing information security risks and enhancing workforce efficiency on Windows, Linux, and macOS platforms. **Average Rating:** 4.3/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Staffcop Enterprise?** - **Ease of Use:** 8.9/10 (Category avg: 8.7/10) **Who Is the Company Behind Staffcop Enterprise?** - **Seller:** [Staffcop](https://www.g2.com/sellers/staffcop) - **Year Founded:** 2012 - **HQ Location:** Tashkent, UZ - **LinkedIn® Page:** https://www.linkedin.com/company/atom-security-llc/ (11 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 133% Mid-Market #### What Are Staffcop Enterprise's Pros and Cons? **Pros:** - Activity Monitoring (1 reviews) - Data Security (1 reviews) - Efficiency (1 reviews) - Email Security (1 reviews) - Employee Monitoring (1 reviews) **Cons:** - Clocking Issues (1 reviews) - Inaccuracy (1 reviews) - Lack of Real-Time Support (1 reviews) - Poor Customer Support (1 reviews) - Poor Reporting (1 reviews) ### 10. [submotion](https://www.g2.com/products/submotion/reviews) Submotion gives you an easy overview of who has access to which systems. The central view in Submotion gives you a spreadsheet-like view of your team and services. This makes it quick and easy to see who has access to what. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **How Do G2 Users Rate submotion?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10) - **Ease of Use:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind submotion?** - **Seller:** [submotion](https://www.g2.com/sellers/submotion) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business ## What Is User and Entity Behavior Analytics (UEBA) Software? [User Threat Prevention Software](https://www.g2.com/categories/user-threat-prevention) ## What Software Categories Are Similar to User and Entity Behavior Analytics (UEBA) Software? - [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem) - [Incident Response Software](https://www.g2.com/categories/incident-response) - [Data Loss Prevention (DLP) Software](https://www.g2.com/categories/data-loss-prevention-dlp) - [Security Orchestration, Automation, and Response (SOAR) Software](https://www.g2.com/categories/security-orchestration-automation-and-response-soar) - [Cloud Security Monitoring and Analytics Software](https://www.g2.com/categories/cloud-security-monitoring-and-analytics) - [Extended Detection and Response (XDR) Platforms](https://www.g2.com/categories/extended-detection-and-response-xdr-platforms) - [Insider Threat Management (ITM) Software](https://www.g2.com/categories/insider-threat-management-itm)