Aiceberg Guardian Agent vs Evoke Security: Side-by-Side Comparison (2026)

Aiceberg Guardian Agent: Provides real-time monitoring and oversight for agentic AI systems. built by Aiceberg. Core capabilities include Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows..

Evoke Security: Agentic AI security platform for inventory, posture mgmt, and threat detection. built by Evoke Security. Core capabilities include Auto-discovery of AI agents, models, tools, and data sources, Mapping of agent skills and MCP (Model Context Protocol) connections, AI Security Posture Management (AI-SPM) and threat modeling..

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

Aiceberg Guardian Agent differentiates with Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows. Evoke Security differentiates with Auto-discovery of AI agents, models, tools, and data sources, Mapping of agent skills and MCP (Model Context Protocol) connections, AI Security Posture Management (AI-SPM) and threat modeling.

Aiceberg Guardian Agent is developed by Aiceberg. Evoke Security is developed by Evoke Security. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aiceberg Guardian Agent and Evoke Security serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.