Agent Wiz is a free ai threat detection tool by Repello AI. Daxa.ai Pebblo Safe Agent is a commercial ai threat detection tool by Daxa.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.
Enterprise security teams deploying AI agents across multiple data sources need runtime visibility into agent behavior before prompt injection or data exfiltration happens, and Pebblo Safe Agent blocks malicious actions inline rather than logging them after the fact. The tool covers NIST DE.CM and DE.AE strongly, catching anomalies in real time, though it tilts toward prevention over incident recovery. Skip this if your agents run in isolated single-source environments or if you need deep integration beyond Jira; the MCP-aggregated data governance is where Pebblo earns its place.
CLI tool for threat modeling and visualizing AI agent workflows
Runtime security governance for AI agents operating over MCP environments.
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Common questions about comparing Agent Wiz vs Daxa.ai Pebblo Safe Agent 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..
Daxa.ai Pebblo Safe Agent: Runtime security governance for AI agents operating over MCP environments. built by Daxa.ai. headquartered in United States. Core capabilities include Prompt injection detection and prevention, Instruction sanitization for MCP context streams, Runtime intent validation..
Both serve the AI Threat Detection market but differ in approach, feature depth, and target audience.
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