Qdrant

Vector·application·open·Open Source·#78 of 944·-2·infrastructure·Rising·Breakout #16

84.3

Strong

High confidence

What it does

Qdrant is an open-source retrieval engine for high-dimensional embeddings.

Overview: Indexes vector representations of content and serves nearest-neighbour lookups at query time.
Best for: Builders pairing embedding models with persistent, queryable storage.
Why it matters: It ranks #72 in the current CrowdWiseAI index. It is currently showing rising momentum across tracked signals.

Website GitHub

Repo Score Comparison

Tool Stronger

Tool Score

84.3

Rank #77

Repo Score

71.9

Repo Rank #31

Score Gap+12.3

The tool scores higher than its repo, typically because multi-source signals (PyPI, npm, Stack Overflow, Google Trends) add dimensions the repo-only model doesn't capture.