Sysdig AI Workload Security vs Zscaler SPLX: Side-by-Side Comparison (2026)

Sysdig AI Workload Security: Security platform for AI/GenAI workloads with runtime visibility & threat detection. built by Sysdig. Core capabilities include Automatic detection of suspicious activities in AI workloads, Real-time threat detection for unauthorized access and model manipulation, AI package and engine inventory across cloud environments..

Zscaler SPLX: End-to-end platform for securing AI systems across their entire lifecycle. built by SPLX. Core capabilities include AI asset discovery and AI-BOM generation, Automated AI red teaming with attack database, Runtime input/output guardrails for prompt injection prevention..

Both serve the AI SPM market but differ in approach, feature depth, and target audience.

Sysdig AI Workload Security differentiates with Automatic detection of suspicious activities in AI workloads, Real-time threat detection for unauthorized access and model manipulation, AI package and engine inventory across cloud environments. Zscaler SPLX differentiates with AI asset discovery and AI-BOM generation, Automated AI red teaming with attack database, Runtime input/output guardrails for prompt injection prevention.

Sysdig AI Workload Security is developed by Sysdig. Zscaler SPLX is developed by SPLX. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Sysdig AI Workload Security and Zscaler SPLX serve similar AI SPM use cases: both are AI SPM tools. Review the feature comparison above to determine which fits your requirements.