How do their growth rates compare?

Qdrant has a month-over-month growth rate of -38.4%; Ragie has -26.8%.

How does pricing compare?

Qdrant: Freemium, Contact for Pricing. The open-source engine is free to self-host. Qdrant Cloud offers a free-forever tier (single node, 0.5 vCPU / 1GB RAM / 4GB disk), usage-based Standard pricing for production (compute, memory, storage plus paid inference tokens), and sales-led Premium, Hybrid and Private Cloud plans. Ragie: Freemium, Free Trial, Free. Free tier plus a free trial, with paid plans scaling by usage; enterprise pricing and custom deployments (VPC or on-prem) are available by contacting sales.

What are alternatives to Qdrant and Ragie?

Other tools in related categories include Exa, Algolia, LlamaIndex, Pinecone, Jina AI.

Qdrant vs Ragie — Traffic (72.99K vs 7.56K), Pricing & Verdict

Open AI Tools

Qdrant vs Ragie — Traffic (72.99K vs 7.56K), Pricing & Verdict | Open AI Tools

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Qdrant	Ragie
Official Domain	qdrant.io	ragie.ai
Pricing Model	Freemium, Contact for Pricing	Freemium, Free Trial, Free
Monthly Visits	72.99K (72,992)	7.56K (7,557)
MoM Traffic Delta	-45.42K (-38.4%)	-2.77K (-26.8%)
Primary Market & Share	🇮🇳 India (46%)	🇺🇸 United States (47.5%)
Direct Visits / mo	43.79K	2.99K
User Rating	4.6	4.4
Supported Platforms	Website	Website

Qdrant

Open-source, high-performance vector search at any scale

High-performance vector engine

Built entirely in Rust with SIMD and a custom Gridstore storage engine for fast, scalable vector search.

Native hybrid search

Combine dense and sparse vectors in one query, supporting BM25, SPLADE++ and miniCOIL for keyword-plus-vector retrieval.

Expansive metadata filtering

Store metadata as JSON and apply advanced filters such as nested, text, geo and has_vector, with filters applied during HNSW traversal.

Memory-efficient quantization

Asymmetric, scalar and binary quantization reduce memory usage by up to 64x while preserving search quality.

Strengths & Pros

+Open-source core with a generous free cloud tier for prototyping
+Strong performance and Rust-based engineering trusted by 35k+ GitHub stars
+Native hybrid search and one-stage filtering simplify production retrieval
+Deploy anywhere: cloud, hybrid, private or edge, plus SOC 2, HIPAA, SSO and RBAC tooling