Embedding calculator
Embedding Cost Calculator
Estimate how much it costs to embed documents for semantic search, RAG, or internal knowledge-base retrieval.
Estimate document embedding cost
Monthly embedding cost$0.00
One full indexing run$0.00
Cost per 1,000 documents$0.00
Total tokens0
Estimated chunks0
What changes the cost
Embedding cost is usually driven by document count, document length, chunking strategy, overlap, and how often you re-index the corpus.
- Smaller chunks can improve retrieval but create more chunks.
- Overlap improves continuity but increases embedded tokens.
- Batching may reduce cost on some providers, but this MVP uses standard listed prices.