82
/100
prowl
Benchmarked Apr 25, 2026

Geocod.io

Address geocoding / reverse geocoding in bulk

saas platform_profile
Benchmark Your API

Score Breakdown

Latency 9/10
Parseability 9/10
Consistency 8/10
Documentation 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.geocod.io",
  "auth_method": "api_key",
  "auth_config": {
    "api_key_location": "query_parameter_or_header",
    "api_key_parameter": "api_key"
  },
  "endpoints": [
    {
      "path": "/geocode",
      "method": "GET",
      "description": "Geocode an address to coordinates"
    },
    {
      "path": "/reverse",
      "method": "GET",
      "description": "Reverse geocode coordinates to an address"
    },
    {
      "path": "/geocode",
      "method": "POST",
      "description": "Batch geocode addresses"
    },
    {
      "path": "/reverse",
      "method": "POST",
      "description": "Batch reverse geocode coordinates"
    },
    {
      "path": "/lists",
      "method": "POST",
      "description": "Upload a spreadsheet for geocoding"
    },
    {
      "path": "/lists/{id}",
      "method": "GET",
      "description": "Check the status of a spreadsheet processing"
    },
    {
      "path": "/lists/{id}/download",
      "method": "GET",
      "description": "Download geocoding results of a processed spreadsheet"
    },
    {
      "path": "/lists",
      "method": "GET",
      "description": "List all uploaded spreadsheets"
    },
    {
      "path": "/lists/{id}",
      "method": "DELETE",
      "description": "Delete an uploaded spreadsheet"
    },
    {
      "path": "/distance",
      "method": "GET",
      "description": "Calculate distance from a single origin to multiple destinations"
    },
    {
      "path": "/distance-matrix",
      "method": "POST",
      "description": "Calculate a distance matrix for multiple origins and destinations"
    },
    {
      "path": "/distance-jobs",
      "method": "POST",
      "description": "Create an async distance calculation job"
    },
    {
      "path": "/distance-jobs/{id}",
      "method": "GET",
      "description": "Check the status of an async distance job"
    },
    {
      "path": "/distance-jobs/{id}/download",
      "method": "GET",
      "description": "Download results of an async distance job"
    }
  ],
  "pricing_model": {
    "type": "subscription",
    "details": {
      "fields": "Each appended field counts as an additional lookup for billing"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "Geocoding of addresses to coordinates",
    "Reverse geocoding of coordinates to addresses",
    "Batch processing for large datasets",
    "Distance calculations between points",
    "Data enrichment with additional fields like Census information",
    "Spreadsheet processing for non-developers"
  ],
  "raw_analysis": "Geocod.io is a platform aimed at providing geocoding and reverse geocoding services for US, Canadian, and Mexican addresses. It allows users to convert addresses into geographic coordinates and vice versa. The platform supports subsequent data enrichment with various fields such as Census information and timezones. It is suitable for developers as well as non-technical users who can upload spreadsheets for batch processing. The service is notably mature, offering a detailed API with different endpoints for geocoding, reverse geocoding, distance calculations, and asynchronous job processing for large datasets. Additionally, the platform integrates data from multiple jurisdictions, including comprehensive support for data enrichment with legislative, census, and timezone information for the US, and certain data fields for Canada. The use of API keys is essential for access, suggesting a subscription-based billing model, where additional data fields increase the cost based on usage. Despite in-depth documentation and development-focused integration, the service can be accessed by non-developers via the direct upload feature, broadening its accessibility. The core capabilities of Geocod.io prove to be extensive and essential for businesses requiring large-scale geocoding solutions."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /20063ms
robots_txtGET /robots.txt20021ms
llms_txtGET /llms.txt20024ms
Interpret
```json
{
  "overall": 82,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 8.0,
    "response_parseability": 9.0,
    "error_clarity": 7.5,
    "doc_quality": 8.0,
    "auth_simplicity": 7.5,
    "latency": 9.0,
    "consistency": 8.5
  },
  "pricing_normalized": {},
  "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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