Cost Monitor & Intelligence
Track token consumption in real-time, isolate reasoning step overheads, and forecast next-month spend.
The RaksHex Cost Monitor tracks every single request sent to model providers. It attributes tokens, costs, and response latencies to individual user IDs, collections, or routes.
Real-time Attribution
Unlike general-purpose cloud monitoring tools, RaksHex decodes API responses to read exact model token returns, supporting:
- OpenAI GPT-4o, GPT-4, and o1/o3-series models.
- Anthropic Claude 3.5 Sonnet / Opus.
- Google Gemini 1.5 Pro / Flash.
- DeepSeek R1 / V3.
Holt-Winters Forecasting
We use a triple-exponential smoothing algorithm (Holt-Winters forecasting) to analyze hourly, weekly, and monthly trend seasonality. It displays a 95% confidence boundary indicating when your LLM consumption is expected to breach budget limits.