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Guardrails AI vs SuperPentest

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Guardrails AI compared with SuperPentest
DetailGuardrails AI logo Guardrails AISuperPentest logo SuperPentest
What it doesThe AI Reliability Platform AI penetration testing that proves every vulnerability with independent verification
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Paid
PricingNot given One-off Deep test: €3,500 one-time (includes fix retest). Standard: €990/month (4 scans per month). Deep: €2,900/month. Stress add-on: €900/month. Annual billing includes two months free.
Key features
  • Synthetic data generation for fine-tuning and distillation
  • Dynamic evaluation datasets for edge cases
  • Runtime guardrails for policy enforcement
  • Hallucination detection
  • Data leakage prevention
  • Identity replay matrix for testing authorization across multiple roles and tenants
  • Business logic invariant testing for coupon reuse and price tampering
  • Prompt injection and AI agent security testing including MCP servers
  • Independent verification with 3x reproduction requirement from clean sessions
  • 35 vulnerability classes tested deterministically
  • Scope and rules of engagement enforced in code before requests execute
  • Trust page for sharing security posture with customers and auditors
  • Mapping of findings to security compliance frameworks
  • Authorized stress testing with rate-limit discovery and circuit-breaker controls
What makes it different
  • Realistic synthetic personas and datasets for evaluation
  • Covers entire AI lifecycle from training to production
  • Works across any LLM and deployment environment
  • Blocks bad outputs before users encounter them
  • Reports only verified findings that are reproduced independently from clean sessions
  • Detects cross-tenant authorization flaws through identity replay that scanners miss
  • Identifies business logic flaws that signature-based scanners cannot catch
  • No-finding-no-fee guarantee on first deep test
  • Tests AI agents and prompt injection with canary verification
Community votes00
DR (Domain Rating by Ahrefs)64 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)172
Citation Flow (Majestic)411
Referring domains (Majestic)12512

3 details filled in for both companies.

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