Aiceberg Guardian Agent vs SkillScan: Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros & cons — compared head-to-head.
Aiceberg Guardian Agent is a commercial agentic ai security tool by Aiceberg. SkillScan is a free agentic ai security tool. Compare features, ratings, integrations, and community reviews side by side to find the best agentic ai security 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:
Mid-market and enterprise security teams deploying autonomous AI agents need Aiceberg Guardian Agent because it's the only tool that actually traces agent decisions back to their inputs with deterministic oversight, not just logging what happened after the fact. The millisecond-latency monitoring and patented explainable AI technology deliver the input-to-output linking that NIST DE.CM and DE.AE demand, giving you real control over LLM calls and tool execution chains before they cause damage. Skip this if your agents are simple retrieval tools or if you're still in the "let's see what happens" phase; Guardian Agent is built for teams that need to audit and justify every agent action to compliance.
Teams deploying LangChain agents or OpenAI plugins at scale need SkillScan because it catches supply chain compromises in third-party skills before they hit production; most teams skip this layer entirely and rely on whatever the marketplace vendor claims is safe. It maps directly to NIST GV.SC, which most AI shops haven't even started thinking about, and the commit hash tracking means you'll actually know when a dependency gets updated and needs re-scanning. Skip this if your org treats AI agent integrations as one-off experiments; the scanning overhead only pays for itself when you're managing a growing inventory of tools across teams.
