Free LLM inference hardware calculator. Calculate GPU memory requirements, VRAM usage, and optimal hardware configuration for large language model deployment. Support for NVIDIA H100, A100, RTX series GPUs.
Experience and understand how different token generation speeds affect user experience through this interactive visualization tool.
Accurately count and visualize token breakdown for your text. Support GPT, Claude, DeepSeek and other model tokenizers with cost estimation and comparison features.