83
/100
prowl
Benchmarked May 07, 2026

City, Toronto Open Data

Toronto (CA) City Open Data

data platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://open.toronto.ca",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Provides access to a wide range of datasets related to the City of Toronto",
    "Enables public use of data for transparency, research, and application development",
    "Supports open government by allowing data-driven decision making",
    "Offers datasets in various formats like CSV, JSON, Excel for easy integration and analysis"
  ],
  "raw_analysis": "The Toronto Open Data platform is designed to provide free and open access to datasets related to various aspects of the City of Toronto, such as transportation, environment, health, and more. It is aimed at researchers, developers, data enthusiasts, and policy makers who require access to structured data for analysis, application development, or informed decision making. The platform is mature, hosting numerous datasets that are continuously updated, reflecting ongoing data collection efforts by the city. Although there is no dedicated REST API, the datasets are available in multiple formats, facilitating integration with data analysis tools and applications. The platform is integral to promoting open government initiatives, transparency, and civic engagement in Toronto. Its primary usage does not involve any authentication or subscription, as the data is freely accessible to the public, encouraging widespread use and innovation."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200111ms
robots_txtGET /robots.txt200205ms
llms_txtGET /llms.txt404217ms
Interpret
```json
{
  "overall": 83,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 9.0,
    "response_parseability": 9.0,
    "error_clarity": 7.0,
    "doc_quality": 7.5,
    "auth_simplicity": 10.0,
    "latency": 9.0,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "type": "free"
  },
  "issues": [],
  "recommendations": []
}
```

Agent Readiness

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

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