AI Atlas
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Embedding Comparator

Embedding models — dimensions, price, language support, storage cost.

YOUR RAG SCENARIO

Total: token

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RAG cost Storage Tags
Storage = num_docs × dim × 4 bytes (float32). DBs like pgvector or Pinecone can compress this (binary, scalar quantization) — real storage may be 30-50% less.