Qdrant

Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave.

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Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave. Strengths: Top filtered-search performance; Great self-host story; Cloud option without giving up OSS.

Overall

8.6

curated_estimate

confidence: high · as of 2026-10-19

Capability fit

9.2

Price / performance

8.8

Latency / reliability

8.6

Developer & agent DX

8.4

Privacy / data retention

8.2

Lock-in risk (higher = worse)

3.0

Maturity / track record

8.5

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: Qdrant: https://qdrant.tech

Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave.

Strengths

· Top filtered-search performance
· Great self-host story
· Cloud option without giving up OSS

Weaknesses

· Ecosystem slightly smaller than Pinecone mindshare
· Need to tune HNSW for best results
· UI/ops polish varying by tier

Pricing notes

Rust engine; open-source + Qdrant Cloud; excellent filtered ANN; competitive cloud pricing.

Regions: global, eu, usLast reviewed: 2026-10-19Status: active

Sourced pricing

Contract status unavailable · no_sourced_price. Single normalized $/1M: null. Machine list: /api/pricing?provider=qdrant

No sourced SKU row. Notes above stay prose.

Community signals

Insight claims only — never mutate official scores. Outside reports: 0; seed examples: 1.

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