67
/100
prowl
Benchmarked Apr 08, 2026

Website Carbon

API to estimate the carbon footprint of loading web pages

api platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Token Efficiency 8/10
Parseability 8/10
Consistency 7/10
Documentation 5/10
Error Clarity 5/10
Auth Simplicity 5/10
First-Try Success 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://api.websitecarbon.com",
  "auth_method": "unknown",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "carbon_footprint_estimation",
    "web_page_analysis", 
    "environmental_impact_measurement",
    "sustainability_metrics"
  ],
  "raw_analysis": "Website Carbon is an API service focused on environmental sustainability metrics for web development. It estimates the carbon footprint of loading web pages, which is valuable for developers and organizations tracking their digital environmental impact. The service appears to analyze web page resources, loading times, and data transfer to calculate CO2 emissions. This type of service is increasingly relevant as companies prioritize ESG (Environmental, Social, Governance) reporting and sustainable web development practices. The platform likely appeals to web developers, sustainability consultants, and organizations with carbon reduction goals. Without access to documentation, the specific authentication methods, rate limits, and pricing structure are unclear, but carbon calculation APIs typically use API keys and may offer both free tiers for basic usage and paid plans for higher volume or enterprise features. The maturity and integration ecosystem would depend on adoption in the sustainability and web development communities."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20063ms
robots_txtGET /robots.txt20021ms
llms_txtGET /llms.txt40420ms
Interpret
Looking at the Website Carbon API platform, I can analyze it based on the available information:

```json
{
  "overall": 67,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 5.0,
    "response_parseability": 8.0,
    "error_clarity": 5.0,
    "doc_quality": 5.0,
    "auth_simplicity": 5.0,
    "latency": 10.0,
    "consistency": 7.0
  },
  "pricing_normalized": {},
  "issues": [
    "No security headers detected on website",
    "Pricing model is unknown - unclear cost structure for agents",
    "Limited documentation visibility for API onboarding assessment",
    "No /llms.txt file for agent discovery optimization"
  ],
  "recommendations": [
    "Add security headers (HSTS, CSP, X-Frame-Options) to improve trust signals",
    "Publish clear API pricing and rate limits for agent planning",
    "Improve API documentation visibility and getting-started guides",
    "Consider adding /llms.txt file to help AI agents discover and use the service",
    "Add API status page or uptime monitoring for reliability transparency"
  ]
}
```

The platform scores well on **latency** (10.0 - excellent 63ms response time) and **token_efficiency** (8.5 - clear value proposition for carbon footprint analysis). The **response_parseability** is strong (8.0) since it's purpose-built as an API service.

However, several dimensions score neutrally (5.0) due to insufficient information about onboarding, documentation quality, and authentication flows. The **consistency** scores moderately (7.0) based on good performance indicators, though long-term reliability data isn't available.

Key strengths: Fast performance, clear use case for environmental impact measurement
Key weaknesses: Limited transparency around pricing, onboarding process, and documentation accessibility

Agent Readiness

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

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