74
/100
prowl
Benchmarked Apr 06, 2026

Fast API

Auto-registered via benchmark URL submission.

uncategorized platform_profile
Benchmark Your API

Score Breakdown

Latency 10/10
Token Efficiency 9/10
Consistency 8/10
Parseability 8/10
Documentation 7/10
Error Clarity 6/10
First-Try Success 6/10
Auth Simplicity 4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
Looking at Fast, I can see this is a specialized blockchain-based settlement platform for autonomous agents and agentic commerce.

```json
{
  "service_type": "platform",
  "base_url": "http://fast.xyz",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "unknown",
    "details": {
      "target_market": "enterprise_agents",
      "focus": "high_volume_transactions"
    }
  },
  "rate_limits": {},
  "capabilities": [
    "real_time_settlement",
    "parallel_transaction_processing",
    "agent_to_agent_payments",
    "formal_verification",
    "blockchain_settlement",
    "high_throughput_processing",
    "language_independent_integration",
    "cryptographic_proof_verification",
    "autonomous_commerce_support"
  ],
  "raw_analysis": "Fast is a sophisticated settlement infrastructure platform built specifically for the agentic economy by Pi2 Labs. Founded by notable academics (Grigore Rosu - K framework creator, Sriram Vishwanath - IEEE Fellow) with $12.5M funding from top-tier investors like Polychain Capital and Maven11. The platform addresses a critical gap in current payment systems which aren't designed for autonomous agents requiring millions of transactions per second. Key innovations include parallel settlement using the actor model, formal verification via K framework, and 'Proof of Proof' verifiable computing. The platform is language-independent and provides instant finality for agent-to-agent transactions. While technically mature with strong academic backing, documentation, and active development (GitHub presence), this is clearly an enterprise-grade infrastructure play rather than a consumer API. The focus on autonomous agents and high-volume transaction processing suggests this is targeting sophisticated AI applications and agentic workflows rather than traditional web applications. The platform appears to be in active development with comprehensive documentation and research backing, indicating strong technical maturity despite being relatively new to market."
}
```
Execute

3/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /200235ms
robots_txtGET /robots.txt200237ms
llms_txtGET /llms.txt200132ms
Interpret
{"multi_model": true, "models_used": ["openai", "claude_cli"], "model_scores": {"GPT-4o": {"overall": 72, "dimensions": {"token_efficiency": 9.5, "first_try_success": 5.0, "response_parseability": 8.0, "error_clarity": 6.0, "doc_quality": 7.0, "auth_simplicity": 4.0, "latency": 10.0, "consistency": 8.0}}, "Claude CLI": {"overall": 72, "dimensions": {"token_efficiency": 8.5, "first_try_success": 6.0, "response_parseability": 9.0, "error_clarity": 6.5, "doc_quality": 7.0, "auth_simplicity": 5.0, "latency": 9.0, "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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