69
/100
prowl
Benchmarked Apr 05, 2026

Xweather API

Auto-registered via benchmark URL submission.

uncategorized platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Parseability 9/10
Consistency 8/10
Documentation 8/10
Token Efficiency 8/10
Error Clarity 6/10
First-Try Success 4/10
Auth Simplicity 3/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "api",
  "base_url": "https://www.xweather.com",
  "auth_method": "api_key",
  "auth_config": {
    "location": "header",
    "header_name": "X-API-Key",
    "signup_required": true,
    "account_url": "https://www.xweather.com/account"
  },
  "endpoints": [
    {
      "path": "/api/weather",
      "method": "GET",
      "description": "Global weather intelligence and forecasts"
    },
    {
      "path": "/api/lightning",
      "method": "GET",
      "description": "Real-time lightning detection and strike data"
    },
    {
      "path": "/api/phrases",
      "method": "GET",
      "description": "Natural language weather descriptions and localization"
    },
    {
      "path": "/api/maps",
      "method": "GET",
      "description": "Weather raster maps and tiles"
    },
    {
      "path": "/api/solar",
      "method": "GET",
      "description": "Solar irradiance and renewable energy data"
    },
    {
      "path": "/api/road-weather",
      "method": "GET",
      "description": "Road condition forecasts for winter maintenance"
    }
  ],
  "pricing_model": {
    "type": "subscription",
    "details": {
      "model": "enterprise_contact_sales",
      "tiers": "custom_pricing",
      "free_tier": "unknown",
      "pricing_page": "https://www.xweather.com/pricing"
    }
  },
  "rate_limits": {
    "default": "unknown",
    "documentation": "contact_required"
  },
  "capabilities": [
    "global_weather_forecasts",
    "real_time_lightning_detection",
    "severe_weather_alerts",
    "road_weather_intelligence",
    "solar_irradiance_data",
    "hail_forecasting",
    "weather_mapping_sdk",
    "natural_language_weather",
    "historical_weather_data",
    "climate_intelligence",
    "parametric_insurance_data",
    "energy_market_analytics",
    "wireless_sensor_networks",
    "machine_learning_forecasts",
    "quality_controlled_observations"
  ],
  "raw_analysis": "Xweather (by Vaisala) is a comprehensive enterprise weather intelligence platform offering multiple specialized APIs for weather, climate, and environmental data. The platform serves businesses across energy, transportation, agriculture, insurance, and infrastructure sectors with products like Weather API, Lightning API, MapsGL mapping SDK, and specialized solutions for road maintenance, renewable energy optimization, and severe weather protection. Key differentiators include the world's most accurate lightning detection network, industry's only hail forecast API, and machine learning-calibrated hyperlocal forecasts. The service operates on an enterprise subscription model with contact-based pricing, targeting professional developers and large organizations requiring mission-critical weather intelligence. Vaisala's 85+ year heritage in meteorological instruments provides the foundation for their sensor networks and data quality. The platform emphasizes accuracy, operational reliability, and enterprise-grade security, making it suitable for applications where weather data directly impacts safety, operations, and financial decisions."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200208ms
robots_txtGET /robots.txt20058ms
llms_txtGET /llms.txt20061ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 73, "dimensions": {"token_efficiency": 8.5, "first_try_success": 4.0, "response_parseability": 9.0, "error_clarity": 7.0, "doc_quality": 7.5, "auth_simplicity": 3.5, "latency": 10.0, "consistency": 8.5}}, "Claude CLI": {"overall": 62, "dimensions": {"token_efficiency": 8.0, "first_try_success": 3.0, "response_parseability": 9.0, "error_clarity": 6.0, "doc_quality": 7.5, "auth_simplicity": 2.0, "latency": 10.0, "consistency": 8.5}}}, "averaged": true}

Agent Readiness

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

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