AI Infrastructure Planning Tools

Professional calculators and planners I built and use with Fortune 500 clients. Make informed AI infrastructure decisions with enterprise-grade analysis.

3
Professional Tools
1,000+
Users

AI Infrastructure TCO Calculator

Compare cloud vs on-premises costs for AI workloads with real-time pricing from AWS and Azure.

Key Features:

  • Real-time cloud pricing
  • Enterprise workload presets
  • 3-5 year analysis
  • H200, H100, A100 support

GenAI Sizing Calculator

Calculate optimal GPU requirements for LLM workloads including Llama, Mistral, and custom models.

Key Features:

  • LLM model memory calculations
  • GPU optimization
  • 4-bit to 32-bit precision
  • Performance estimates

Vector DB Sizing Calculator

Estimate vector database storage requirements for RAG applications with embedding optimization.

Key Features:

  • RAG-optimized chunking
  • OpenAI, Cohere, Sentence Transformers
  • HNSW/IVF index optimization
  • Storage & memory analysis
AI Infrastructure Planner - Complete Suite
Access all three professional calculators in one comprehensive tool
Launch Tool