Client-Side Micro Utilities

AI Infrastructure Calculators

Instant, browser-executed calculators with zero server telemetry. Plan local GPU workstation builds and forecast monthly frontier API invoices.

AI Tools and Calculators
Hardware Sizing & Economics

Deterministic Memory Planning & Token Budgeting

💻 HARDWARE PLANNING

LLM GPU VRAM & Local Hardware Calculator

Select model parameters (1.5B to 671B MoE), GGUF quantization (FP16 down to IQ2), and context window (up to 128k) to compute exact memory requirements and matching consumer GPUs.

Client-Side JS Engine Launch Calculator →
💰 INFERENCE ECONOMICS

Frontier API Pricing & Token Cost Estimator

Input monthly prompt and generation volumes to compare live API costs side-by-side across OpenAI (o1, GPT-4o), Anthropic (Claude 3.5/3.7), Google Gemini, and DeepSeek.

10 Frontier Models Estimate Invoices →