Tools

Calculators from our own infrastructure work. Free, no sign-up, nothing stored against an identity.

Inference VRAM Calculator

How much GPU memory a self-hosted model needs, with the KV cache for concurrent requests counted alongside the weights.

Embedding Storage Calculator

Disk and memory for a vector database: text or image embeddings, single-vector or late interaction, with HNSW index overhead and stored payload.