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Test-Lab.ai vs Token Wise

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 Token Wise
Detail Test-Lab.aiToken Wise logo Token Wise
What it doesAI agents test your app like a human, at machine speed See what every AI prompt costs and rewrite it in one click
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. Free: $0 forever with 5 cloud optimizations per day, unlimited local rewrites, 100-prompt history with CSV export. Pro: $4.99/month or $39.99/year (save 33%) with 1,000 cloud optimizations per month, 500-prompt history with JSON export, Gemini 3 Flash Preview, custom focus presets, side panel worksp
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
  • Live token cost estimates across ChatGPT, Claude, Perplexity, Gemini, Grok, Poe, OpenRouter, ChatHub, TypingMind and You.com
  • Side-by-side comparison of original vs optimized prompts with savings shown in tokens and credits
  • Dashboard with savings statistics: today, 7-day, and total saved tracking
  • Prompt history with export: 100-prompt history with CSV or JSON export
  • Keyboard shortcuts (Alt+Shift+O) for hands-free optimization
  • Privacy-first: prompts stay local unless you click Optimize
  • Optional API monitoring to track spending across all AI tools you use
  • Transparent cost calculation using official per-token rates from each AI provider
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
  • No setup, API key, or third-party trackers required
  • Transparent methodology with published formulas and per-model rates anyone can verify
  • Works across 10 major AI platforms with a single extension
  • Privacy by default: prompts never logged or stored
  • Intentionally pessimistic estimates prevent bill surprises
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)2810
Referring domains (Majestic)782

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