69
/100
prowl
Benchmarked May 03, 2026

Bank Negara Malaysia Open Data

Malaysia Central Bank Open Data

data platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://apikijangportal.bnm.gov.my",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {}
  },
  "rate_limits": {},
  "capabilities": [
    "Access to open data sets from Bank Negara Malaysia",
    "Economic and financial data availability",
    "Central bank statistical data"
  ],
  "raw_analysis": "Bank Negara Malaysia Open Data platform provides access to a wide range of open data sets pertaining to Malaysia's central banking operations, economic and financial data. It is most useful for researchers, economists, data analysts, and developers working with financial or economic data related to Malaysia. The platform appears to be mature, given it is operated by Bank Negara Malaysia, the central bank of the country. It enables the public to access important statistical data without any authentication or payment, suggesting a commitment to transparency and open data principles. Although specific integrations are not mentioned, the data may be consumed by applications and third-party tools that handle such open data formats, suggesting an openness to various potential integrations."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /2001145ms
robots_txtGET /robots.txt2001095ms
llms_txtGET /llms.txt4041109ms
Interpret
```json
{
  "overall": 68,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 6.0,
    "response_parseability": 8.0,
    "error_clarity": 6.0,
    "doc_quality": 7.0,
    "auth_simplicity": 8.0,
    "latency": 6.0,
    "consistency": 8.0
  },
  "pricing_normalized": {
    "free": true
  },
  "issues": [],
  "recommendations": []
}
```

- **token_efficiency**: The platform's offerings are fairly clear: access to open economic and financial datasets. However, broader context could enhance user comprehension.
- **first_try_success**: Onboarding potential users could take a bit of time if they aren't directly familiar with financial/central bank data usage.
- **response_parseability**: The platform provides structured data which implies good tools for integration and export of data.
- **error_clarity**: Errors aren't explicitly discussed, which could create some trial and error for new users in understanding limitations.
- **doc_quality**: Documentation and help resources are presumably decent based on standard government or banking resources. Would require consistency check.
- **auth_simplicity**: The registration process does not have high barriers (e.g., as in enterprise setups), making it relatively easy to get started.
- **latency**: At 1145ms, it's satisfactory but not the best. It could be improved further to meet higher standards in responsiveness.
- **consistency**: With security headers present and a stable response in tests, the platform seems dependable.

Recent web tests illustrate that the response times are under 2 seconds, an acceptable level for government or large institution sites, but further improvements could be made. The missing `llms_txt` file implies lack of specific configurations for large language models, though it's not crucial for this type of open data platform.

Agent Readiness

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

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