75
/100
prowl
Benchmarked Apr 06, 2026

Algolia

Hosted search API — full-text search, faceting, typo tolerance, geo search, analytics. Free tier: 10K searches/month. REST API, API key auth.

search platform_profile
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Score Breakdown

Parseability 10/10
Token Efficiency 8/10
First-Try Success 8/10
Error Clarity 7/10
Latency 6/10
Documentation 6/10
Auth Simplicity 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://www.algolia.com",
  "auth_method": "api_key",
  "auth_config": {
    "header_name": "X-Algolia-API-Key",
    "additional_headers": ["X-Algolia-Application-ID"]
  },
  "endpoints": [
    "/1/indexes/{indexName}/query",
    "/1/indexes/{indexName}",
    "/1/indexes/{indexName}/batch",
    "/1/analytics/searches",
    "/1/dictionaries"
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "10,000 searches/month",
      "paid_plans": "Usage-based pricing for searches and records"
    }
  },
  "rate_limits": {
    "default": "1000 operations per second per application",
    "search": "10,000 queries per second"
  },
  "capabilities": [
    "full-text search",
    "instant search with typo tolerance",
    "faceted search and filtering", 
    "geo search and location-based filtering",
    "search analytics and insights",
    "A/B testing for search experiences",
    "personalization and recommendation",
    "autocomplete and query suggestions",
    "multi-language search",
    "real-time indexing",
    "federated search across multiple sources"
  ],
  "raw_analysis": "Algolia is a mature, developer-focused search-as-a-service platform that provides hosted search infrastructure through a comprehensive REST API. Founded in 2012, it serves over 17,000 customers including Stripe, Slack, and Medium. The platform excels at instant search experiences with sub-50ms query response times globally through their distributed infrastructure. Key strengths include powerful typo tolerance, sophisticated ranking algorithms, and extensive customization options. The service is highly agent-friendly with clear API documentation, multiple SDKs (JavaScript, Python, PHP, Ruby, etc.), and straightforward API key authentication. Algolia offers robust analytics for search behavior, A/B testing capabilities, and personalization features. The freemium model makes it accessible for experimentation, while enterprise features support large-scale implementations. Integration ecosystem includes popular frameworks like React, Vue, Angular, and e-commerce platforms. The platform is particularly strong for e-commerce, documentation sites, and content discovery use cases where search quality and speed are critical."
}
```
Execute

0/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /40351ms
robots_txtGET /robots.txt40350ms
llms_txtGET /llms.txt40352ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 82, "dimensions": {"token_efficiency": 9.0, "first_try_success": 8.0, "response_parseability": 10.0, "error_clarity": 7.5, "doc_quality": 8.0, "auth_simplicity": 7.0, "latency": 10.0, "consistency": 7.0}}, "Claude CLI": {"overall": 56, "dimensions": {"token_efficiency": 8.0, "first_try_success": 7.0, "response_parseability": 9.0, "error_clarity": 6.0, "doc_quality": 4.0, "auth_simplicity": 5.0, "latency": 3.0, "consistency": 3.0}}}, "averaged": true}

Agent Readiness

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

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