AI & Prompt Tools · Free tool
Embedding Cost Estimator
Total tokens and cost for embedding a document corpus — compare OpenAI, Voyage, Cohere, and more at once.
Updated April 2026
Estimate how much it costs to embed a corpus into a vector database once. Re-embedding on every update multiplies the bill.
Total tokens
50,000,000
One-off cost
$1.00
Prices are list rates as published by each vendor; volume discounts may apply. Query-side embedding cost is separate and usually much smaller.
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What it does
Estimate embedding cost for a corpus — compare OpenAI, Voyage, Cohere side by side.
Runs entirely in your browser — no upload, no account, no watermark. For more tools in this category see the full tools index.
How to use it
- Enter document count and avg tokens.
- Pick embedding models.
- Read total cost per provider.
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