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Chroma vs Qdrant

Our take

Pick Chroma if app teams who will run chromadb locally or pay Cloud usage after the Starter credits, and already have an embedding model. Pick Qdrant if rAG teams who will run OSS or Cloud Free for $0 (1 GB / 4 GB, ~1M × 768-d vectors) and only open Standard when they need dedicated RAM and a 99.5% SLA.

Best for

Chroma A retrieval index you own

Qdrant Store and search embeddings you already made

Free plan

Chroma $0 · pip install chromadb

Qdrant $0 · you host Docker / Kubernetes / Edge

Lowest paid

Chroma Team (Cloud) $250/mo

Qdrant Cloud Standard $85/mo

Runs where

Chroma Local or hosted

Qdrant

Watch out

Chroma You bring the embedding bill

Qdrant Free Cloud suspends after 1 idle week

Last checked

Chroma 2026-10-22 · trychroma.com/pricing

Qdrant 2026-10-22 · qdrant.tech/pricing

Which one, then?

Pick Chroma if

app teams who will run chromadb locally or pay Cloud usage after the Starter credits, and already have an embedding model.

Read the Chroma page

Pick Qdrant if

rAG teams who will run OSS or Cloud Free for $0 (1 GB / 4 GB, ~1M × 768-d vectors) and only open Standard when they need dedicated RAM and a 99.5% SLA.

Read the Qdrant page

Other comparisons