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.

4
Professional Tools
1,000+
Users

TCO Calculator

Compare cloud vs on-premises costs for AI workloads with real-time AWS pricing and Token API (SaaS) options.

Key Features:

  • Real-time AWS pricing via API
  • Token API pricing (OpenAI, Anthropic, Gemini, Bedrock)
  • 1-5 year analysis periods
  • B300, B200, H200, H100, A100, L40S 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

Facility Design

Design rack layouts for AI infrastructure with power and cooling considerations.

Key Features:

  • Rack layout planning
  • Power per rack configurations
  • PUE calculations
  • Data center space optimization
AI Infrastructure Planner - Complete Suite
Access all four professional calculators in one comprehensive tool
Launch Tool