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Guardana vs Test-Lab.ai

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

Guardana compared with Test-Lab.ai
DetailGuardana logo Guardana Test-Lab.ai
What it doesOpen-source AI security verification AI agents test your app like a human, at machine speed
StageNot given Startup
FoundedNot given 2024
Based inNot given Not given
Pricing modelOpen source Not given
PricingNot given Free plan with $3 credits to start; Pay as you go plan starting at $0/month with credits purchased as needed; Scale plan at $149/month with unlimited script minutes, $25 AI credits included, up to 5 parallel tests, and unlimited team members.
Key features
  • Scan model and code artifacts offline
  • Probe and monitor live endpoints
  • Grade recorded application runs
  • Diff and compare security runs
  • 58 security rules across build and runtime
  • Python API for integration
  • Custom rule creation with YAML or Python
  • Cost estimation before probing
  • Optional self-hosted collector
  • Plain-English test creation - describe tests like explaining to a teammate without code or selectors
  • AI test generation - convert natural language descriptions to runnable tests in minutes
  • Self-healing tests that adapt to UI changes automatically without breaking
  • Export standard Playwright code you can run anywhere without lock-in
  • CI/CD integration with GitHub Actions, GitLab CI, and other pipelines
  • Scheduled monitoring and alerts for critical flows
  • Mobile and tablet testing on real devices
  • Multi-step test pipelines with data passing between steps
  • Agent-native testing with MCP server and CLI for AI coding agents
What makes it different
  • Fully offline artifact scanning with no telemetry or account required
  • Unverified results never marked as clean; handles uncertainty explicitly
  • Works with multiple model APIs and MCP servers regardless of model
  • Re-grade recorded runs without rerunning the application
  • No scripts or selectors required - describe tests in plain English
  • Tests complete in minutes instead of hours with instant feedback
  • Near-zero maintenance as AI adapts to UI changes automatically
  • Own the generated Playwright code with no vendor lock-in
  • Handles complex flows like authentication, MFA, and multi-step wizards
Community votes00
DR (Domain Rating by Ahrefs)2 no change since last check6 no change since last check
Trust Flow (Majestic)24
Citation Flow (Majestic)2128
Referring domains (Majestic)2278

3 details filled in for both companies.

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