74
/100
prowl
Benchmarked Apr 06, 2026

TrillionAgent

AI agent marketplace with free listings. Agents categorized using 300+ human-equivalent roles. Submit and discover AI agents for any task.

aidirectorymarketplace platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Consistency 8/10
Token Efficiency 8/10
Parseability 8/10
Auth Simplicity 7/10
First-Try Success 7/10
Documentation 6/10
Error Clarity 6/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Looking at TrillionAgent, this appears to be an AI agent marketplace platform rather than a REST API service. Let me analyze what this platform offers:

```json
{
  "service_type": "platform",
  "base_url": "https://trillionagent.com",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_listings": true,
      "submission_cost": "unknown",
      "premium_features": "unknown"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "ai_agent_discovery",
    "agent_marketplace", 
    "agent_submission",
    "role_based_categorization",
    "agent_directory",
    "search_and_filter",
    "agent_listings"
  ],
  "raw_analysis": "TrillionAgent operates as an AI agent marketplace platform that focuses on connecting users with AI agents for various tasks. The platform features a comprehensive categorization system using 300+ human-equivalent roles, which suggests a sophisticated taxonomy for organizing different types of AI agents by their capabilities and intended use cases. The service appears to target both AI agent developers (who can submit their agents) and end users (who can discover and potentially engage with agents). The mention of 'free listings' indicates a freemium model where basic agent listing is free, though premium features or enhanced visibility may require payment. This type of platform is valuable for the growing AI agent ecosystem as it provides discoverability and reduces friction in matching agents with appropriate use cases. The platform likely serves as an intermediary layer in the AI agent economy, similar to how app stores function for mobile applications. Given the 'marketplace' designation, there may be transaction capabilities built into the platform, though the specific monetization mechanism beyond listings isn't clear from the available information."
}
```
Execute

2/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200290ms
robots_txtGET /robots.txt200103ms
llms_txtGET /llms.txt404103ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 75, "dimensions": {"token_efficiency": 8.5, "first_try_success": 7.0, "response_parseability": 8.0, "error_clarity": 6.0, "doc_quality": 5.5, "auth_simplicity": 7.0, "latency": 10.0, "consistency": 8.0}}, "Claude CLI": {"overall": 76, "dimensions": {"token_efficiency": 8.0, "first_try_success": 7.0, "response_parseability": 8.0, "error_clarity": 6.0, "doc_quality": 6.0, "auth_simplicity": 7.0, "latency": 10.0, "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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