# LLM Token Count & Multi-Model API Cost Comparison 360° Briefing (`dev-llm-context-cost-briefing`)
- **Status**: 200 OK | **Latency**: 1ms | **Cached**: false
- **Primary Authority**: 100% Platform AI FinOps Pricing Engine
- **License & Trust**: 100% Platform Owned Compute (public_third_party_api)
- **Verified At (UTC)**: 2026-10-27T20:13:00.490Z
- **Data Freshness**: live
## Structured Data
```json
{
  "input_characters": 40000,
  "estimated_input_tokens": 10527,
  "expected_output_tokens": 1000,
  "cost_per_call_usd": {
    "gemini_flash": 0.00145,
    "gemini_pro": 0.01816,
    "claude_sonnet": 0.04658,
    "claude_opus": 0.2329,
    "gpt_4o": 0.03632,
    "deepseek_r1": 0.00798
  }
}
```
> **AI Agent Hint**: Agent Data Hub: ask anything via GET /api/v1/ask?q=..., whole tasks via /api/v1/bundles, up to 10 calls via POST /api/v1/batch. Add compact=1 or fields=a,b to save tokens. Docs: /llms.txt