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Test-Lab.ai vs Lilac

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

Test-Lab.ai compared with Lilac
Detail Test-Lab.aiLilac logo Lilac
What it doesAI agents test your app like a human, at machine speed Outcome verification for AI agents
StageStartup MVP
Founded2024 Not given
Based inNot given Not given
Pricing modelNot given Not given
PricingFree 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. Not given
Key features
  • 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
  • Determines if agents are serving user intents
  • Verifies task completion
  • Distinguishes between error-free runs and actual user satisfaction
What makes it different
  • 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
  • Verifies actual agent outcomes rather than just technical success
Community votes00
DR (Domain Rating by Ahrefs)6 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)40
Citation Flow (Majestic)280
Referring domains (Majestic)780

4 details filled in for both companies.

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