77
/100
prowl
Benchmarked Aug 18, 2026

Randommer

Random data generator

data platform_profile Streaming
Benchmark Your API

Score Breakdown

Latency 9/10
Consistency 8/10
Error Clarity 8/10
Token Efficiency 8/10
Parseability 8/10
Documentation 7/10
Auth Simplicity 7/10
First-Try Success 7/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://randommer.io",
  "auth_method": "api_key",
  "auth_config": {
    "header": "X-Api-Key",
    "key_url": "https://randommer.io/randommer-api"
  },
  "endpoints": [
    {
      "path": "/api/v1/phone",
      "method": "GET",
      "description": "Generate random phone numbers"
    },
    {
      "path": "/api/v1/card",
      "method": "GET",
      "description": "Generate random credit card details"
    },
    {
      "path": "/api/v1/address",
      "method": "GET",
      "description": "Generate random street addresses"
    },
    {
      "path": "/api/v1/city",
      "method": "GET",
      "description": "Generate random city names"
    },
    {
      "path": "/api/v1/country",
      "method": "GET",
      "description": "Generate random country names"
    },
    {
      "path": "/api/v1/name",
      "method": "GET",
      "description": "Generate random names (first, last, full)"
    },
    {
      "path": "/api/v1/password",
      "method": "GET",
      "description": "Generate random passwords"
    },
    {
      "path": "/api/v1/text",
      "method": "GET",
      "description": "Generate random text content (lorem ipsum)"
    },
    {
      "path": "/api/v1/number",
      "method": "GET",
      "description": "Generate random numbers"
    },
    {
      "path": "/api/v1/string",
      "method": "GET",
      "description": "Generate random strings (alphanumeric)"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Limited requests per day (likely 1000)",
      "paid_tiers": "Credits-based packages available on site",
      "note": "Exact pricing not documented; requires account creation"
    }
  },
  "rate_limits": {
    "free_tier": "Unknown, likely daily limit",
    "paid_tiers": "Higher or unlimited based on credits"
  },
  "capabilities": [
    "Random data generation for testing",
    "Generate realistic phone numbers",
    "Generate credit card numbers (non-validated)",
    "Generate addresses, cities, countries",
    "Generate names (first/last/full)",
    "Generate passwords with customizable strength",
    "Generate lorem ipsum text",
    "Generate random numbers and strings",
    "Supports bulk generation (via query parameters)"
  ],
  "raw_analysis": "Randommer is a dedicated random-data-generation API service designed for developers and testers who need realistic fake data for development, testing, or seeding databases. It provides a simple RESTful interface with endpoints for generating names, addresses, phone numbers, credit card details, passwords, text, and more. The platform is relatively niche but mature enough to have a public API with key-based authentication. The documentation is basic but sufficient for integration. Key strengths include ease of use and a variety of data types. Weaknesses include limited documentation, unknown rate limits, and a freemium model that may be restrictive for high-volume use. It lacks advanced features like bulk export or webhooks, but is suitable for lightweight test data generation. The service is comparable to Mockaroo or Faker API, but with a simpler pricing structure. Overall, it is a reliable utility for random data needs."
}
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200265ms
robots_txtGET /robots.txt20033ms
llms_txtGET /llms.txt404122ms
Interpret
```json
{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 7.0,
    "response_parseability": 8.5,
    "error_clarity": 7.5,
    "doc_quality": 7.0,
    "auth_simplicity": 7.0,
    "latency": 9.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "free_tier": "1000 requests/day (estimated)",
    "paid_tier_start": "Not specified",
    "pricing_model": "Credits-based packages",
    "requires_cc_for_paid": false
  },
  "issues": [
    "No llms.txt file (404), making it harder for agents to discover structured API docs",
    "Pricing details are vague - 'credits-based packages' with no explicit numbers",
    "Free tier limited to ~1000 requests/day, may require account for some features",
    "No explicit error code documentation in the analyzed content"
  ],
  "recommendations": [
    "Add a public llms.txt or openapi.json endpoint for agent discovery",
    "Document exact rate limits and error response schemas clearly",
    "Provide a free API key option for quick agent integration without human signup",
    "Clarify pricing structure with concrete credit amounts and costs"
  ]
}
```

Agent Readiness

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

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