80
/100
prowl
Benchmarked Apr 06, 2026

Airbyte

Data integration platform

data platform_profile
Benchmark Your API

Score Breakdown

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

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Based on my knowledge of Airbyte as a data integration platform, here's my analysis:

```json
{
  "service_type": "platform",
  "base_url": "https://airbyte.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "open_source": "Free self-hosted version",
      "cloud_starter": "Free tier with usage limits",
      "cloud_teams": "Paid tier for teams",
      "cloud_enterprise": "Enterprise pricing available"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "data_extraction",
    "data_loading", 
    "elt_pipelines",
    "connector_marketplace",
    "data_transformation",
    "real_time_sync",
    "batch_sync",
    "schema_evolution",
    "data_monitoring",
    "connector_builder",
    "custom_connectors",
    "cloud_hosting",
    "self_hosting",
    "workflow_orchestration",
    "data_lineage",
    "change_data_capture"
  ],
  "raw_analysis": "Airbyte is a leading open-source data integration platform that enables ELT (Extract, Load, Transform) data pipelines. It serves data engineers, analysts, and data teams who need to move data between various sources (databases, APIs, SaaS applications, files) and destinations (data warehouses, data lakes, analytics platforms). The platform is mature and well-adopted, offering both open-source self-hosted deployment and managed cloud services. Airbyte features a marketplace of 300+ pre-built connectors and provides tools for building custom connectors. It supports both batch and real-time data synchronization, handles schema evolution automatically, and includes monitoring capabilities. The platform follows a freemium model where the core open-source version is free, while cloud-hosted versions have usage-based pricing. Airbyte has configuration and management APIs but is primarily valuable as a platform for data integration workflows rather than a direct API service. It competes with tools like Stitch, Fivetran, and Segment in the modern data stack ecosystem."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200120ms
robots_txtGET /robots.txt20038ms
llms_txtGET /llms.txt200113ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 81, "dimensions": {"token_efficiency": 8.5, "first_try_success": 7.0, "response_parseability": 10.0, "error_clarity": 7.0, "doc_quality": 7.5, "auth_simplicity": 7.0, "latency": 10.0, "consistency": 8.0}}, "Claude CLI": {"overall": 79, "dimensions": {"token_efficiency": 8.2, "first_try_success": 6.8, "response_parseability": 9.2, "error_clarity": 7.3, "doc_quality": 7.8, "auth_simplicity": 7.5, "latency": 9.5, "consistency": 8.0}}}, "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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