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Gurucul UEBA is a commercial user and entity behavior analytics tool by Gurucul. Innerworks is a commercial user and entity behavior analytics tool by Innerworks. Compare features, ratings, integrations, and community reviews side by side to find the best user and entity behavior analytics fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
Mid-market and enterprise security teams hunting insider threats and compromised credentials will find Gurucul UEBA's 3,000+ ML models and real-time risk scoring more practical than competitors' black-box approaches; the normalized 0-100 risk engine actually lets analysts act on a number instead of debating severity. Link Chain Analysis ties user behavior to network and cloud signals automatically, covering the ID.RA and DE.CM functions most teams skip. Skip this if your team lacks dedicated UEBA operators or you need tight SOAR integration; Gurucul's strength is forensic depth, not alert velocity.
Mid-market and enterprise teams fighting account takeover and synthetic fraud will find Innerworks valuable for its device fingerprinting and real-time behavioral linking across login attempts, capabilities that catch credential stuffing attacks most SIEM vendors miss. The RedTeam synthetic attack engine lets you validate detection tuning without waiting for live incidents, and the tool covers four of five NIST ID/DE functions, showing strength in asset identification and continuous monitoring. Skip this if you need deep post-breach investigation or forensic playback; Innerworks is built for prevention and compliance enforcement, not incident response archaeology.
UEBA solution detecting anomalous user/entity behavior via ML models & risk scoring
User intelligence platform for fraud detection and compliance enforcement
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Common questions about comparing Gurucul UEBA vs Innerworks for your user and entity behavior analytics needs.
Gurucul UEBA: UEBA solution detecting anomalous user/entity behavior via ML models & risk scoring. built by Gurucul. headquartered in United States. Core capabilities include Over 3,000 machine learning models for behavioral analysis, Dynamic risk scoring engine with 0-100 normalized scores, Real-time risk score updates based on activity..
Innerworks: User intelligence platform for fraud detection and compliance enforcement. built by Innerworks. headquartered in United Kingdom. Core capabilities include VPN detection and true geolocation identification, Account farm detection and linking, Device fingerprinting and profiling..
Both serve the User and Entity Behavior Analytics market but differ in approach, feature depth, and target audience.
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