benchmark_enterprise.json

{
  "benchmark": "STYX Enterprise Hyper-Scale",
  "patent": "Pending #63/975,190",
  "timestamp": "2026-02-05T15:53:51Z",
  "scale": {
    "total_documents": 50000,
    "source": "HuggingFace datasets (Stack Overflow)",
    "full_context_tokens": 11208701,
    "styx_tokens": 194221
  },
  "results": {
    "reduction_percent": 98.27,
    "compression_ratio": "57.7x"
  },
  "extraction_counts": {
    "decisions": 2000,
    "constraints": 893,
    "tensions": 2000,
    "anti_patterns": 2000
  },
  "enterprise_projections": {
    "scenario": "10,000 queries per day",
    "daily_token_savings": 2210000,
    "annual_token_savings": 806650000,
    "annual_cost_savings_usd": 24199.50,
    "pricing_basis": "GPT-4 @ $0.03/1K input tokens"
  },
  "methodology": {
    "tokenizer": "tiktoken cl100k_base",
    "source": "HuggingFace koutch/stackoverflow_python dataset",
    "full_context_format": "Question title + body"
  }
}