84
/100
prowl
Benchmarked May 22, 2026

Tomorrow.io

Hyperlocal weather intelligence — minute-by-minute nowcasting, severe weather alerts, historical data. REST API, free tier: 500 calls/day.

weatherclimate platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://www.tomorrow.io",
  "auth_method": "api_key",
  "auth_config": {
    "free_tier": "500 calls/day",
    "signup_url": "https://app.tomorrow.io/signup"
  },
  "endpoints": [
    {
      "path": "/v4/weather/realtime",
      "method": "GET",
      "description": "Real-time weather data"
    },
    {
      "path": "/v4/weather/forecast",
      "method": "GET",
      "description": "Weather forecasts"
    },
    {
      "path": "/v4/weather/history",
      "method": "GET",
      "description": "Historical weather data"
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "500 API calls per day",
      "premium_tiers": ["NextGen with satellite-powered precision forecasting", "Enterprise solutions with industry-specific agents"]
    }
  },
  "rate_limits": {
    "free_tier": "500 calls/day",
    "uptime_sla": "99.9%"
  },
  "capabilities": [
    "Hyperlocal weather forecasting (kilometer-scale)",
    "Minute-by-minute nowcasting",
    "Severe weather alerts",
    "Proprietary satellite constellation data",
    "AI-powered FOCUS model (15-minute updates)",
    "7 industry-specific agentic AI suites",
    "Gale generative AI assistant",
    "60+ weather data layers",
    "Real-time, forecast, and historical data",
    "Probabilistic forecasting",
    "Thunderstorm analytics",
    "Weather widgets and embeddable components",
    "LLM-optimized API documentation",
    "Industry-specific solutions for 27+ verticals",
    "Automated operational protocols",
    "Weather-to-business-impact translation",
    "Microwave sounder satellite technology",
    "Global atmospheric observations through clouds"
  ],
  "raw_analysis": "Tomorrow.io is a mature, enterprise-grade weather intelligence platform that uniquely combines proprietary satellite data, AI forecasting, and agentic automation. Founded in 2016 and based in Boston, the company has completed its first satellite constellation and secured $175M for its second DeepSky constellation. The platform serves Fortune 500 companies across 27+ industries including aviation, insurance, energy, logistics, and agriculture. Key differentiators include: (1) Proprietary satellite constellation providing 60-minute global atmospheric observations through clouds, (2) FOCUS AI model delivering hyperlocal forecasts every 15 minutes at kilometer resolution, (3) Seven industry-specific AI agents that autonomously monitor conditions and automate operational decisions, (4) Gale generative AI assistant for weather-driven decision making, (5) LLM-optimized API designed specifically for AI agent integration. The platform offers both developer-friendly APIs with comprehensive documentation and enterprise solutions with automated workflows. The free tier (500 calls/day) makes it accessible for developers, while premium tiers provide satellite-powered precision and industry-specific intelligence. The company's vertical integration from space-based sensors to operational workflows represents a significant technological moat in the weather intelligence space."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200151ms
robots_txtGET /robots.txt200146ms
llms_txtGET /llms.txt20063ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 85, "dimensions": {"token_efficiency": 7.5, "first_try_success": 8.0, "response_parseability": 9.0, "error_clarity": 8.0, "doc_quality": 9.0, "auth_simplicity": 8.0, "latency": 10.0, "consistency": 8.5}}, "Claude CLI": {"overall": 86, "dimensions": {"token_efficiency": 8.5, "first_try_success": 8.0, "response_parseability": 9.5, "error_clarity": 8.0, "doc_quality": 8.5, "auth_simplicity": 8.0, "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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