# Best User and Entity Behavior Analytics (UEBA) Software - Page 4

  *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

### Category Stats (May 2026)
- **Average Rating**: 4.32/5
- **New Reviews This Quarter**: 25
- **Buyer Segments**: Mid-Market 45% │ Enterprise 42% │ Small-Business 13%
- **Top Trending Product**: Palo Alto Cortex XSIAM (+0.095)
*Last updated: May 18, 2026*

  
## 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)

  
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**Sponsored**

### Exabeam New-Scale Platform

Exabeams New-Scale Platform is built to help organizations detect, investigate, and respond to insider threats tied to both human users and non-human identities. It brings together behavioral analytics, automation, and AI-driven workflows to help security operations teams reduce risk and maintain operational integrity. The platform supports Threat Detection, Investigation, and Response (TDIR) by automating high-friction tasks and applying behavioral context to every signal. By combining proactive risk identification with fast, guided response, New-Scale Fusion helps teams move from alert handling to informed decision-making. Designed for enterprise security operations teams, the New-Scale Platform supports organizations that need consistent visibility into internal risk without adding operational overhead. Analysts use behavioral analytics to understand what is normal for a user or agent, then quickly spot meaningful deviations. This approach is especially valuable in data-sensitive industries such as finance, healthcare, and technology, where internal misuse, compromised credentials, or agent misuse can create immediate business impact. At the core of the New-Scale Platform is advanced behavioral analytics. The platform analyzes activity patterns across identities, devices, and services to establish baselines of normal behavior. When activity deviates from those baselines, dynamic risk scoring helps security teams focus on the activity most likely to indicate misuse or compromise. This reduces alert noise and shortens the time it takes to understand what is happening and why. The New-Scale Platform also extends behavioral analytics to non-human identities through Agent Behavior Analytics (ABA). ABA applies the same behavior-based approach to service accounts, APIs, automation tools, and AI agents. By monitoring how agents typically interact with data and systems, the platform helps teams detect misuse, drift, or compromise that traditional controls often miss. Automation plays a central role in improving day-to-day operations. The New-Scale Platform automates investigation steps, enrichment, and response actions within TDIR workflows, allowing analysts to spend less time on repetitive tasks and more time validating risk and containing incidents. Behavioral context and AI-driven prioritization help teams address the most relevant threats first, improving response consistency without increasing workload. Together, behavioral analytics, ABA, and automated workflows help security operations teams detect insider risk earlier, investigate faster, and respond with greater precision. The New-Scale Platform gives organizations a practical way to manage insider threats tied to people and agents while keeping security operations focused and measurable.



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    ## 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)