Gray Swan AI Security Suite vs Zscaler SPLX AI Runtime Threat Inspection: Side-by-Side Comparison (2026)

Gray Swan AI Security Suite: Enterprise AI security suite with real-time filtering and automated testing. built by Gray Swan. Core capabilities include Real-time AI input and output filtering (Cygnal), Automated AI security testing (Shade), AI red-teaming with tailored vulnerability assessments..

Zscaler SPLX AI Runtime Threat Inspection: Analyzes AI interaction logs for near real-time threat detection in GenAI apps. built by SPLX. Core capabilities include LLM log analysis and scanning, 25+ AI threat detectors, JSON log file upload..

Both serve the LLM Guardrails market but differ in approach, feature depth, and target audience.

Gray Swan AI Security Suite differentiates with Real-time AI input and output filtering (Cygnal), Automated AI security testing (Shade), AI red-teaming with tailored vulnerability assessments. Zscaler SPLX AI Runtime Threat Inspection differentiates with LLM log analysis and scanning, 25+ AI threat detectors, JSON log file upload.

Gray Swan AI Security Suite is developed by Gray Swan. Zscaler SPLX AI Runtime Threat Inspection is developed by SPLX. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Gray Swan AI Security Suite and Zscaler SPLX AI Runtime Threat Inspection serve similar LLM Guardrails use cases: both are LLM Guardrails tools. Review the feature comparison above to determine which fits your requirements.