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Agent Wiz is a free ai threat detection tool by Repello AI. Operant AI AI Gatekeeper is a commercial ai threat detection tool by Operant AI. Compare features, ratings, integrations, and community reviews side by side to find the best ai threat detection fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Security teams building or auditing multi-agent AI systems need Agent Wiz for threat modeling that actually maps agent interactions rather than treating them as black boxes. The CLI-first design means you can integrate threat visualization into CI/CD pipelines and version control your attack surface as agents evolve, which traditional threat modeling tools cannot do. The free pricing removes friction for teams still figuring out AI security posture. Skip this if you're looking for runtime detection or monitoring of agents in production; Agent Wiz stops at the design phase.
Mid-market and enterprise security teams deploying generative AI applications need runtime visibility into model behavior and API traffic; Operant AI AI Gatekeeper delivers this through Kubernetes-native instrumentation-free deployment that catches prompt injection, model poisoning, and data exfiltration at execution time. The zero-instrumentation Helm integration means you're blocking threats without rewriting application code, and NIST alignment on continuous monitoring and platform security reflects the runtime-first architecture. Skip this if your GenAI footprint is still experimental or confined to third-party APIs you don't control; Gatekeeper assumes you're running your own models or managed instances where you can enforce policies inline.
CLI tool for threat modeling and visualizing AI agent workflows
Runtime AI security platform protecting GenAI apps from models to APIs
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Common questions about comparing Agent Wiz vs Operant AI AI Gatekeeper for your ai threat detection needs.
Agent Wiz: CLI tool for threat modeling and visualizing AI agent workflows. built by Repello AI. headquartered in United States..
Operant AI AI Gatekeeper: Runtime AI security platform protecting GenAI apps from models to APIs. built by Operant AI. headquartered in United States. Core capabilities include AI application visibility and monitoring, Prompt injection detection and defense, LLM poisoning detection..
Both serve the AI Threat Detection market but differ in approach, feature depth, and target audience.
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