Features, pricing, ratings, and pros and cons, compared head to head.
Agent Wiz is a free agentic ai security tool by Repello AI. Reco Generative AI Discovery is a commercial ai spm tool by Reco. Compare features, ratings, integrations, and community reviews side by side to find the best agentic ai security fit for your security stack. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.
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. Security teams drowning in shadow AI sprawl need Reco Generative AI Discovery because it actually maps data flows into GenAI tools instead of just listing them, turning discovery into actionable risk context. The tool covers hundreds of AI platforms across Google Workspace, Microsoft 365, and Salesforce simultaneously, so you're not chasing detection gaps every time a new chatbot emerges. Skip this if your organization has locked down generative AI at the gateway level; Reco assumes users have already found ways around your policies and works backward from there.
Based 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.
Security teams drowning in shadow AI sprawl need Reco Generative AI Discovery because it actually maps data flows into GenAI tools instead of just listing them, turning discovery into actionable risk context. The tool covers hundreds of AI platforms across Google Workspace, Microsoft 365, and Salesforce simultaneously, so you're not chasing detection gaps every time a new chatbot emerges. Skip this if your organization has locked down generative AI at the gateway level; Reco assumes users have already found ways around your policies and works backward from there.
CLI tool for threat modeling and visualizing AI agent workflows
Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.
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Common questions about comparing Agent Wiz vs Reco Generative AI Discovery for your agentic ai security needs.
Agent Wiz: CLI tool for threat modeling and visualizing AI agent workflows. built by Repello AI. Core capabilities include AST-based static parsing of AI agent source code to extract workflows, Structured JSON graph export of agent nodes, edges, and metadata, Interactive D3-based HTML visualization of agent-to-agent and agent-to-tool connections..
Reco Generative AI Discovery: Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS. built by Reco. Core capabilities include Shadow AI tool discovery across enterprise environments, AI agent detection and tracking, Data flow mapping to AI systems..
Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.
Agent Wiz differentiates with AST-based static parsing of AI agent source code to extract workflows, Structured JSON graph export of agent nodes, edges, and metadata, Interactive D3-based HTML visualization of agent-to-agent and agent-to-tool connections. Reco Generative AI Discovery differentiates with Shadow AI tool discovery across enterprise environments, AI agent detection and tracking, Data flow mapping to AI systems.
Agent Wiz is developed by Repello AI. Reco Generative AI Discovery is developed by Reco. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
Agent Wiz integrates with LangGraph, AutoGen, AgentChat, CrewAI, LlamaIndex and 6 more. Reco Generative AI Discovery integrates with Google Workspace, Microsoft 365, Salesforce, ServiceNow, Workday and 3 more. Check integration compatibility with your existing security stack before deciding.
Agent Wiz and Reco Generative AI Discovery serve similar Agentic AI Security use cases. Key differences: Agent Wiz is Free while Reco Generative AI Discovery is Commercial. Review the feature comparison above to determine which fits your requirements.
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