Pevlika Browser Apps

Embedding Cost Calculator

One-time embedding cost, vector count and storage for a document set.

Runs in your browser — nothing is uploaded

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How to use Embedding Cost Calculator

  1. Enter your values — the unit for each field is shown next to it.
  2. The result updates instantly as you type.
  3. Copy the results, or change inputs to compare scenarios.

Formula & assumptions

Chunks per doc = ⌈(tokens − overlap) ÷ (chunk − overlap)⌉

Storage = vectors × dimensions × 4 bytes (float32)

  • Model prices as of 2026-09-30 from the Anthropic, OpenAI and Google pricing pages (standard rates, short prompts). Prices change — check the provider before budgeting.
RAG Chunk Count CalculatorNumber of chunks for a corpus at a chunk size and overlap. File Token EstimatorEstimate tokens in text, Markdown, code, CSV and JSON files. Chunk Size CalculatorLargest chunk size that fits your retrieval budget and top-k. Chunk Overlap CalculatorOverlap tokens, stride and storage overhead for chunking.