Static tools for AI builders

AI calculators, with the math on the table.

Every number here is computed in your browser from disclosed formulas and vendor-published specs — no APIs, no accounts, no black boxes. Just the conversions AI practitioners actually need.

6 calculators, one data source

GPU specs shared across every tool — tables can never disagree.

Browse by task

What are you planning?

Every tool runs entirely client-side

LLM VRAM calculator

Parameters × quantization → VRAM, with a live match against consumer and datacenter GPUs.

Tokens per second

Decode speed ≈ memory bandwidth × 0.6 ÷ model size. Compare every GPU.

Training time

6 × params × tokens ÷ achieved FLOPS → GPU-hours for your pretrain or fine-tune.

API cost calculator

Input × price + output × price — one workload, every major provider compared.

Multi-GPU splitter

Total VRAM ÷ card memory → how many GPUs your rig needs.

GPU rental cost

Hourly × cards × hours — the same job priced across RunPod, Lambda, AWS, and Azure.