43
/100
prowl
Benchmarked Apr 05, 2026

VectorFind Search API Verified

Semantic document search with relevance scoring. Index documents, query with natural language, get ranked results.

searchaidata api_benchmark api_key
Benchmark Your API

Score Breakdown

Latency 9/10
Documentation 6/10
Token Efficiency 6/10
Parseability 6/10
Auth Simplicity 4/10
Consistency 3/10
Error Clarity 2/10
First-Try Success 1/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "rest_api",
  "base_url": "https://green-cheetah-94.loca.lt",
  "auth_method": "api_key_header",
  "auth_config": {"header": "X-API-Key", "prefix": ""},
  "endpoints": [
    {
      "path": "/search/query",
      "method": "GET",
      "purpose": "Search documents",
      "params": {"q": {"type": "string", "required": true}},
      "response_format": "json",
      "is_primary": true
    },
    {
      "path": "/search/index",
      "method": "POST",
      "purpose": "Index a new document",
      "params": {"tags": {"type": "array", "required": false}, "title": {"type": "string", "required": true}, "content": {"type": "string", "required": true}},
      "response_format": "json",
      "is_primary": false
    },
    {
      "path": "/search/stats",
      "method": "GET",
      "purpose": "Get index statistics",
      "params": {},
      "response_format": "json",
      "is_primary": false
    }
  ],
  "pricing_model": {
    "type": "unknown",
    "details": {},
    "free_tier": null,
    "paid_tiers": null
  },
  "rate_limits": {"rpm": 200, "tpm": null, "daily": null, "concurrent": null},
  "capabilities": ["semantic search", "document indexing", "relevance scoring"],
  "agent_readiness": {
    "supports_x402": false,
    "supports_streaming": false,
    "has_sandbox": false,
    "sdks": [],
    "agent_auth_methods": ["api_key"]
  }
}
```
Plan
```json
{
  "tests": [
    {
      "name": "basic_connectivity_and_auth",
      "endpoint": "/search/stats",
      "method": "GET",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      },
      "payload": {},
      "expected_status": 200,
      "expected_behavior": "Returns index statistics",
      "metrics": ["latency", "status_code"],
      "validation": {
        "field": "data",
        "type": "object",
        "min_length": 1
      }
    },
    {
      "name": "search_with_query",
      "endpoint": "/search/query",
      "method": "GET",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      },
      "payload": {
        "q": "test"
      },
      "expected_status": 200,
      "expected_behavior": "Returns list of search results",
      "metrics": ["latency", "accuracy", "status_code"],
      "validation": {
        "field": "results",
        "type": "array",
        "min_length": 1
      }
    },
    {
      "name": "index_a_document",
      "endpoint": "/search/index",
      "method": "POST",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      },
      "payload": {
        "title": "Sample Document",
        "content": "This is a test content for indexing.",
        "tags": ["sample", "test"]
      },
      "expected_status": 201,
      "expected_behavior": "Successfully indexes a new document",
      "metrics": ["latency", "status_code"],
      "validation": {
        "field": "message",
        "type": "string",
        "min_length": 10
      }
    },
    {
      "name": "search_bad_input",
      "endpoint": "/search/query",
      "method": "GET",
      "headers": {
        "X-API-Key": "YOUR_API_KEY"
      },
      "payload": {
        "q": ""
      },
      "expected_status": 400,
      "expected_behavior": "Returns error for missing query parameter",
      "metrics": ["latency", "status_code"],
      "validation": {
        "field": "error",
        "type": "string",
        "min_length": 1
      }
    }
  ],
  "pricing_probes": [],
  "stress_profile": {
    "concurrent_requests": 5,
    "duration_seconds": 10,
    "ramp_up": true
  }
}
```
Execute

0/4 tests passed

TestEndpointStatusLatency
basic_connectivity_and_authGET /search/stats50394ms
search_with_queryGET /search/query50330ms
index_a_documentPOST /search/index50333ms
search_bad_inputGET /search/query50333ms
Interpret
{"model": "openai", "data": {"overall": 10, "dimensions": {"token_efficiency": 6.0, "first_try_success": 1.0, "response_parseability": 6.0, "error_clarity": 2.0, "doc_quality": 6.0, "auth_simplicity": 4.0, "latency": 9.0, "consistency": 3.0}, "pricing_normalized": {"cost_per_1k_requests": null, "cost_per_1m_input_tokens": null, "cost_per_1m_output_tokens": null, "free_tier_requests": null, "estimated_monthly_cost_light": null, "estimated_monthly_cost_heavy": null}, "issues": [{"severity": "critical", "detail": "Benchmark used wrong base URL \u2014 got HTML instead of JSON API responses", "endpoint": "/search/query"}], "recommendations": ["Re-run benchmark with correct API base URL from the vendor's guide"]}}

Agent Readiness

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

Vendor Profile

Index and search documents with semantic relevance scoring. Simple API, fast results, tag-based filtering.

Features

Semantic searchDocument indexingTag-based filteringRelevance scoring

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