72
/100
prowl
Benchmarked May 11, 2026

Istanbul (İBB) Open Data

Data sets from the İstanbul Metropolitan Municipality (İBB)

data platform_profile
Benchmark Your API

Score Breakdown

Parseability 9/10
Auth Simplicity 8/10
Token Efficiency 8/10
Documentation 7/10
Latency 6/10
Error Clarity 6/10
First-Try Success 6/10
Consistency 5/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://data.ibb.gov.tr",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Provides access to a diverse range of data sets related to Istanbul",
    "Facilitates research and development projects by offering open data",
    "Supports civic transparency and public awareness initiatives",
    "Enables data analysis and visualization by providing structured data"
  ],
  "raw_analysis": "The Istanbul (İBB) Open Data platform offers publicly accessible data sets from the İstanbul Metropolitan Municipality. It's designed for developers, researchers, and citizens interested in analyzing various aspects of Istanbul's urban environment, infrastructure, and services. This tool supports city planning, academic research, startup innovations, and data-driven decision-making by providing datasets in a structured format. The platform is free to access and encourages the use of open data to foster transparency and innovation. As a mature and publicly-oriented platform, it does not require authentication to access its resources. While specific endpoints aren't detailed, the platform functions as a repository for assorted municipal datasets that can be downloaded for further use. There is scant information on integrations, likely because the platform's primary role is data provision rather than interacting directly with external systems."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /403738ms
robots_txtGET /robots.txt200289ms
llms_txtGET /llms.txt403148ms
Interpret
```json
{
  "overall": 51,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 6.0,
    "response_parseability": 9.0,
    "error_clarity": 6.5,
    "doc_quality": 7.0,
    "auth_simplicity": 8.0,
    "latency": 6.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "type": "free",
    "details": {}
  },
  "issues": [
    "Consistent 403 Forbidden errors indicate access issues",
    "Lack of security headers could be a potential risk",
    "Website latency is moderately high at 738ms"
  ],
  "recommendations": [
    "Resolve 403 errors for smoother user experience",
    "Improve website security by adding necessary headers",
    "Optimize website to reduce latency"
  ]
}
```

Agent Readiness

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

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