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Vector Database Cost Comparison

Enter one workload — vectors, dimensions, metadata bytes, writes and queries per month, read units per query and egress. The table prices it on Pinecone Builder, Pinecone Standard at low and high region rates (with the $50 minimum), Upstash Vector Pay as You Go and Upstash Fixed, with break-even notes. A full RAG bill = embed + store + query + LLM. Estimates only; provider pricing pages prevail.

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OptionMonthly$ / 1k queriesNote

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One workload priced on Pinecone Builder ($20 flat within 10 GB / 5M WU / 2M RU / 10 GB egress), Pinecone Standard (usage at low and high region rates, $50 minimum), Upstash Vector Pay as You Go and Upstash Fixed ($60 + storage). Upstash requests = writes + queries. Pinecone read units per query is an editable assumption. turbopuffer is not shown because its public pricing page lists ceiling rates only.

A full RAG bill = embed + store + query + LLM: price embeddings and generation with the linked calculators.

Estimates only. Official list prices as of 2026-11-01 (Asia/Shanghai); the provider's pricing page prevails. Sources: Pinecone pricing · Pinecone read/write unit docs · Upstash Vector pricing

Pinecone Cost Calculator · Upstash Vector Cost Calculator · RAG Cost Calculator · OpenAI Embeddings Cost Calculator · Voyage AI Embedding Cost Calculator · Gemini Embedding Cost Calculator

Wie es funktioniert

Werden Daten hochgeladen?
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Können sich diese KI-Preise ändern?
Ja. Bearbeiten Sie $/1M oder den Plan und prüfen Sie die offizielle Seite.
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Nein. Die Berechnung läuft im Browser.