Free tools

All tools run in your browser, need no sign-up, and use the same sourced data as the rest of the site.

• VRAM calculator: pick a model, precision, context length and GPU, and see whether it fits. Or switch to "I have X GB" to list everything that fits.
• GPU VRAM lookup: every GPU and Mac we track, its memory, which LLMs fit at 8K context and the cheapest listed rental.
• VRAM by precision: FP16, FP8, INT8 and INT4 weight sizes for any model or parameter count.
• Vast.ai vs Runpod cost per hour: the same GPU on both, with dates and sources.
• What can I run?: work backwards from your card's memory.
• Cheapest GPU setup finder: which 1 to 8 GPU rental holds your model for the least per hour.
• Badges: "fits on X GB" badges for model READMEs.