GuardionAI vs. General Analysis
Which AI security platform is right for your team? We break down the differences in features, latency, and protection scope to help you decide.
Last reviewed: 2026-07-03
| Feature | GuardionAI | General Analysis |
|---|---|---|
| Primary Focus | Agent Runtime Governance | AI Red Teaming & Monitoring |
| Tool Call Protection | Deep Inspection | Partial |
| Deployment | Inline Security Gateway / Guard API / Claude Code plugin | Cloud |
| Guardrails Latency | <130ms policy decision | Monitoring out-of-band |
| Detection Accuracy | 96.3 F1 on the Prompt Security Leaderboard with 0.02% false positives | Not published / varies by deployment |
| Compliance | GDPR-ready, HIPAA-ready, LGPD-ready, SOC 2 Type II (in progress) |
GuardionAI figures from guardion.ai (Policy engine decisions return in under 130ms — 20× faster than cloud provider guardrails.) • General Analysis figures from public documentation, reviewed 2026-07-03.
Choose GuardionAI if...
- •You are building autonomous AI agents that use tools, MCP servers, or APIs.
- •Latency is critical for your application (Policy engine decisions return in under 130ms — 20× faster than cloud provider guardrails).
- •You want DLP for PII and secrets before data leaves your org.
- •You need a single hub to investigate and respond to agent incidents.
Choose General Analysis if...
- •Adaptive attacker models rather than static attack libraries
- •Its pricing model (Enterprise (demo-led)) fits your procurement preferences
Frequently asked questions
What is General Analysis?
San Francisco startup providing automated AI red teaming with post-trained attacker models, AI detection and response, runtime guardrails, and AI asset management across agents, copilots, and MCPs. Known for headline exploits like the Cursor/Supabase MCP data-leak disclosure; founded 2025 by researchers from Cohere, NVIDIA, and DeepMind; $10M seed led by Altos Ventures (April 2026). It is categorized under AI Red Teaming & Testing in the Guardion AI Security Index.
How much funding has General Analysis raised?
General Analysis raised a $10M Seed (2026-04), bringing total disclosed funding to $10M.
Is General Analysis open source?
No, General Analysis is a commercial product (Enterprise (demo-led)).
What are the best General Analysis alternatives?
Teams evaluating General Analysis most often compare it with Promptfoo, garak (NVIDIA), Patronus AI, and GuardionAI — all listed under AI Red Teaming & Testing.
How does General Analysis compare to GuardionAI?
General Analysis focuses on ai red teaming & monitoring, while GuardionAI is an agent runtime governance platform ("EDR for AI agents") that governs every agent tool call inline with sub-130ms guardrails latency.
Last reviewed: 2026-07-03
Sources: generalanalysis.com · aarm.dev