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SlateIndex

Qdrant reviews

New

Open-Source Vector Search Engine written in Rust

Vector DatabasesBerlin, Germany51–200 employeesFounded 2021

Visibility score
60.5%
New vs last week
Weekly run · Nov 2

Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

Reviews · what AI answers and open sources say

Qdrant reviews: what AI answers say

Positive in AI answers
68%
of 65 engine answers that mention Qdrant
Sentiment of answers
Positive68%
Neutral21%
Mixed11%

What answers praise

  • High performance and memory efficiency, written in Rust · 6 answers
  • Strong metadata and complex payload filtering · 8 answers
  • Free tier for prototyping and testing · 5 answers
  • Open-source option with flexible self-hosting · 6 answers
  • Strong default choice for startups and production RAG · 3 answers

Common criticisms

    Open sources these answers cite

    SourceTypeCitations
    g2.comReview site19
    github.comWeb19
    costbench.comWeb13
    milvus.ioWeb13
    atlan.comWeb12
    toolradar.comWeb12
    firecrawl.devWeb11
    dupple.comWeb10
    geekflare.comWeb10
    mixpeek.comWeb9

    Classified from 65 engine answers across 12 prompts in the last four weekly runs.SlateIndex does not collect review-site ratings and never shows invented quotes.

    Cite as: SlateIndex, “Qdrant AI visibility profile”, https://slateindex.ai/brand/qdrant, data of Nov 2, 2026. Licence: CC BY 4.0.