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Test-Lab.ai vs Tawa Guard

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 Tawa Guard
Detail Test-Lab.aiTawa Guard logo Tawa Guard
What it doesAI agents test your app like a human, at machine speed Prompt injection protection for AI agents
StageStartup Not given
Founded2024 Not given
Based inNot given GB
Pricing modelNot given Freemium
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
  • Scans tool output, documents, web pages and email
  • Multi-layered detection cascade with heuristics and deeper analysis
  • Policy Studio for rule management and versioning
  • Evidence and investigation tools showing detector signals and matched spans
  • SIEM export to Splunk, QRadar, Sentinel and Elastic
  • Python and TypeScript SDKs
  • HTTP API and webhook support
  • Mandatory two-factor authentication
  • Knowledge bucket scanning for RAG pipelines
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
  • Same detection quality across all plans—no features held back at lower tiers
  • Transparent benchmarking with published methodology and confidence intervals
  • Model-agnostic, provider-agnostic architecture works with any AI model or framework
  • In-process detection with 23 ms median latency on default engine
  • Free tier with 5 million characters per month, no card required
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

3 details filled in for both companies.

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