RAG Pipeline Calculator

RAG Pipeline Cost Calculator

Estimate the full infrastructure cost of a retrieval-augmented generation pipeline: document indexing, query embeddings, retrieval, and completion. Live pricing across 300+ models.

• Indexing: set document count and average document token length
• Embedding model picker: text-embedding-3-small, text-embedding-3-large, and more
• Query: set daily query volume, chunks per query, and chunk token size
• Completion: set output tokens and pick any frontier or economy model
• Monthly total with one-time indexing cost separated from recurring query cost