87
/100
prowl
Benchmarked Apr 06, 2026

Chatgpt API

Auto-registered via benchmark URL submission.

aimessaging platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Auth Simplicity 9/10
Token Efficiency 9/10
First-Try Success 9/10
Consistency 8/10
Documentation 8/10
Error Clarity 8/10
Parseability 8/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
```json
{
  "service_type": "platform",
  "base_url": "https://chatgpt.com",
  "auth_method": "account_login",
  "auth_config": {
    "requires_registration": true,
    "supports_sso": true,
    "login_methods": ["email", "google", "microsoft", "apple"]
  },
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "GPT-3.5 with usage limits",
      "paid_tiers": [
        "ChatGPT Plus ($20/month) - GPT-4, higher usage limits",
        "ChatGPT Pro ($200/month) - GPT-4, unlimited usage, o1 access"
      ]
    }
  },
  "rate_limits": {
    "free_tier": "Limited messages per hour",
    "paid_tiers": "Higher usage limits, varies by subscription"
  },
  "capabilities": [
    "conversational_ai",
    "code_generation",
    "document_analysis",
    "web_browsing",
    "image_generation",
    "file_uploads",
    "custom_gpts",
    "voice_conversations",
    "canvas_collaboration",
    "memory_persistence"
  ],
  "raw_analysis": "ChatGPT (https://chatgpt.com) is OpenAI's consumer-facing conversational AI platform, distinct from their developer API. This is a web-based interface where users interact directly with GPT models through a chat interface. The platform targets both casual users seeking AI assistance and professionals using AI for productivity tasks. It offers a freemium model with GPT-3.5 for free users and GPT-4 access for paid subscribers. Key features include document upload/analysis, web browsing (paid), DALL-E image generation, custom GPT creation, and voice conversations. The platform is highly mature with millions of users and extensive integration ecosystem through custom GPTs. Unlike the OpenAI API which is for developers building applications, ChatGPT.com is an end-user platform for direct AI interaction. The platform has evolved significantly since launch, adding features like plugins (now custom GPTs), web browsing, file uploads, and voice capabilities. It's particularly strong for content creation, coding assistance, research, and general productivity tasks."
}
```
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /40356ms
robots_txtGET /robots.txt20074ms
llms_txtGET /llms.txt40320ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 82, "dimensions": {"token_efficiency": 9.0, "first_try_success": 9.0, "response_parseability": 8.0, "error_clarity": 7.0, "doc_quality": 8.0, "auth_simplicity": 9.0, "latency": 10.0, "consistency": 7.0}}, "Claude CLI": {"overall": 90, "dimensions": {"token_efficiency": 9.5, "first_try_success": 9.5, "response_parseability": 8.0, "error_clarity": 8.5, "doc_quality": 9.0, "auth_simplicity": 9.0, "latency": 10.0, "consistency": 8.5}}}, "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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