OpenAI Embeddings Cost Calculator
Estimate the OpenAI Embeddings API bill. Pick text-embedding-3-small ($0.02/1M), 3-large ($0.13), or ada-002 ($0.10), enter monthly tokens (or chars/docs), and optionally toggle Batch (~50%). Add a one-time RAG ingest plus monthly query tokens to see first-month vs ongoing cost. Cost = tokens ÷ 1M × $/1M. Estimates only; official OpenAI pricing prevails.
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Corpus / monthly embed cost
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One-time ingest cost
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Monthly query embed cost
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First month (ingest + corpus + query)
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Ongoing monthly (corpus + query)
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Estimates only; official vendor pricing prevails (2026-10-30). Cost = tokens ÷ 1M × $/1M (Batch ≈ half). Chars/docs ≈ chars ÷ 4 tokens. First month = ingest + corpus + query; ongoing = corpus + query.Official pricing: OpenAI
Voyage AI Embedding Cost Calculator · RAG Cost Calculator · Gemini Embedding Cost Calculator · OpenAI Batch API Savings Calculator
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- Can these AI prices change?
- Yes. Vendors change list prices often. Edit the $/1M or plan fields, and confirm on the official pricing page before you budget.
- Is usage data uploaded?
- No. Token and subscription math runs in your browser. Nothing is sent to a server.