Embedding & Vector DB Cost

Estimate costs for RAG: embeddings (OpenAI, Cohere, open-source) and vector DB storage/query (Pinecone, Weaviate, pgvector).

Embedding API or self-hosted
Total documents/chunks in your corpus
Chunk size in tokens; ~256 typical for RAG
Managed or self-hosted vector store
Search/retrieval requests
Monthly refresh of embeddings (e.g. 10% of docs)

Calculation

MetricValue
One-time Embedding Cost-
Vector DB Monthly-
Query Cost/mo-
Re-embed Cost/mo-
Total Monthly-
Cost per 1K queries-

Contact Us

Questions or feedback? Get in touch via our contact form.

Contact

FAQ

Visit our FAQ Center for more information and commonly asked questions.

FAQ