Prowl
88/100
prowl
Benchmarked Sep 19, 2026

LambdaTest Screenshots API Documentation

API provider (lambdatest.com)

api platform_profile
Benchmark Your API

Score Breakdown

Latency10/10
Documentation10/10
Parseability10/10
Consistency9/10
Token Efficiency9/10
Error Clarity8/10
Auth Simplicity8/10
First-Try Success8/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://www.testmuai.com",
  "auth_method": "api_key",
  "auth_config": {
    "notes": "LambdaTest (now TestMu AI) requires an account for most cloud grid and API usage. Typical auth is username + access key (Basic Auth) for legacy LambdaTest APIs; Browser Cloud REST API may use bearer tokens or account keys. Exact scheme varies per product surface."
  },
  "endpoints": [
    {
      "name": "Browser Cloud REST API",
      "description": "Sessions, context, profiles, files, extensions, quick actions, tunnels",
      "docs_url": "https://www.testmuai.com/support/docs/browser-cloud-api-reference.md"
    },
    {
      "name": "Kane CLI",
      "description": "Natural-language browser automation via CLI (npm install -g @testmuai/kane-cli)",
      "install": "npm install -g @testmuai/kane-cli",
      "usage": "kane-cli run \"<objective>\" --agent"
    },
    {
      "name": "MCP Server",
      "description": "MCP endpoint to connect AI clients (Claude, Cursor, GitHub Copilot, Codex CLI)",
      "docs_url": "https://www.testmuai.com/mcp/"
    },
    {
      "name": "Automation Cloud APIs",
      "description": "Selenium/Cypress/Puppeteer/Playwright/Appium hub endpoints for grid-based testing"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "notes": "Pricing guide (machine-readable) available at https://www.testmuai.com/pricing.md. Free tier exists for some surfaces (e.g., Kane CLI install is free). Plans are subscription-based with credits and concurrency limits."
    }
  },
  "rate_limits": {
    "notes": "Varies by plan tier; concurrency limits on sessions/devices per subscription. Exact numbers in pricing.md."
  },
  "capabilities": [
    "cloud test grid (Selenium, Cypress, Puppeteer, Playwright, Appium)",
    "real device cloud (10,000+ iOS/Android devices)",
    "browser cloud (3,000+ browser/OS combos) for AI agents",
    "agent browser (real Chrome on demand for AI agents)",
    "AI-native test orchestration (HyperExecute)",
    "GenAI test authoring/evolution (KaneAI)",
    "natural-language browser automation (Kane CLI)",
    "visual regression testing (SmartUI)",
    "accessibility testing",
    "test management",
    "AI agent testing (chat, voice, multimodal)",
    "multi-agent assurance",
    "MCP server for AI client integration",
    "browser automation with session replay, tunnel, stealth, persistent state",
    "extensive docs served as raw markdown (.md suffix)"
  ],
  "raw_analysis": "TestMu AI (formerly LambdaTest) is a mature, full-stack agentic AI quality engineering platform focused on software testing. It targets QA engineers, developers, and AI coding agents, offering cloud-based browser/device grids, native app automation, visual regression, accessibility testing, test management, and AI-driven test orchestration. The platform is highly mature, with extensive documentation, machine-readable agent files (agents.md, SKILL.md, llms.txt), and integrations like Kane CLI, KaneAI, MCP server, and REST APIs for Browser Cloud. Pricing is freemium/subscription-based with credits and concurrency limits. The description mentions a 'Screenshots API', which likely refers to a legacy LambdaTest endpoint for capturing screenshots across browsers; this is part of the broader automation cloud API but not explicitly detailed in the provided content. The platform has strong AI-agent integration, making it well-suited for both manual and automated testing workflows."
}
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200124ms
robots_txtGET /robots.txt20035ms
llms_txtGET /llms.txt200150ms
Interpret
{
  "overall": 82,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 10.0,
    "error_clarity": 8.0,
    "doc_quality": 9.5,
    "auth_simplicity": 8.0,
    "latency": 10.0,
    "consistency": 9.0
  },
  "pricing_normalized": {
    "type": "freemium",
    "machine_readable_pricing": "https://www.testmuai.com/pricing.md",
    "free_tier": "yes (e.g., Kane CLI free install)",
    "model": "subscription with credits + concurrency limits"
  },
  "issues": [
    "Rebranded from LambdaTest to TestMu AI — potential naming confusion for users/agents referencing legacy docs",
    "Pricing details not surfaced in the checks; relies on external .md fetch",
    "Free tier scope unclear (which surfaces are free vs. metered)"
  ],
  "recommendations": [
    "Surface a concise pricing summary inline so agents don't need a second fetch",
    "Clarify free-tier credit/concurrency limits in llms.txt",
    "Maintain a stable alias or redirect table for LambdaTest → TestMu AI naming to keep agent references consistent"
  ]
}

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

Embed your Prowl badge

Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.

Prowl agent-readiness badge
<a href="https://prowl.world/service/lambdatest-screenshots-api-documentation">
  <img src="https://prowl.world/badge/lambdatest-screenshots-api-documentation.svg" height="56" alt="Agent-readiness on Prowl">
</a>

Options: ?style=light|dark · ?size=sm|md · ?variant=certified (claimed + DNS-verified only) · badge generator with preview

Want the full interactive view?

See operational metrics, LLM evaluations, agent readiness, and more.

Open in Dashboard