How do their growth rates compare?

Qdrant has a month-over-month growth rate of -38.4%; Shaped has -39.2%.

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. Shaped: Contact for Pricing. Contact for pricing. New users receive $100 in free credits with no credit card required; plans for Shaped Cloud are quoted based on usage and scale.

What are alternatives to Qdrant and Shaped?

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

Qdrant vs Shaped — Traffic (72.99K vs 11.87K), Pricing & Verdict

Open AI Tools

Qdrant vs Shaped — Traffic (72.99K vs 11.87K), Pricing & Verdict | Open AI Tools

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Qdrant	Shaped
Official Domain	qdrant.io	shaped.ai
Pricing Model	Freemium, Contact for Pricing	Contact for Pricing
Monthly Visits	72.99K (72,992)	11.87K (11,871)
MoM Traffic Delta	-45.42K (-38.4%)	-7.65K (-39.2%)
Primary Market & Share	🇮🇳 India (46%)	🇺🇸 United States (36.4%)
Direct Visits / mo	43.79K	4.73K
User Rating	4.6	4.8
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