AI Tool Comparison
Qdrant vs Weaviate
A side-by-side breakdown to help you pick the right tool for your workflow.
Qdrant
Store and search embeddings at scale: self-host free and open source, or run managed Qdrant Cloud billed by infrastructure resources rather than per query.
Weaviate
Combine keyword and semantic search in one query, self-managed as open source or run on Weaviate Cloud with tiered SLAs.
Bottom Line
Last reviewed: August 2026
Qdrant and Weaviate both compete in Developer Tools, overlapping most directly on developer Tools. Qdrant carries the higher rating (4.6 vs 4.5), but a gap that size rarely overrides a real workflow fit on its own.
Choose Qdrant if…
Best for teams building production AI applications that need precise filtering alongside vector similarity search, and its edge is combines vector search with payload indexing, letting you filter results with real precision, not just approximate matches. A production-grade choice once you need that filtering control, self-hosting requires real ops knowledge to run well.
Choose Weaviate if…
Best for developers who want vectorization handled automatically at ingestion instead of a separate embedding step, and its edge is built-in integration with OpenAI, Cohere, and Hugging Face embedding providers, no manual vectorization pipeline. A genuinely batteries-included vector database, module configuration can get complex on advanced setups.
| Attribute | Qdrant | Weaviate |
|---|---|---|
| Category | Developer Tools | Developer Tools |
| Pricing | freemium | freemium |
| Pricing Detail | Free (self-host) / Standard from ~$30-60/mo / Private Cloud $25K/yr | Free (self-host) / Free tier Cloud / from $45/mo Flex |
| Rating |
Key Features
Qdrant
- Fast Rust-based engine
- Advanced payload filtering
- Horizontal scaling
- Managed cloud option
Weaviate
- Built-in vectorizer modules
- Hybrid (vector + keyword) search
- Generative search
- GraphQL and REST APIs
Pros
Qdrant
- •Excellent performance
- •Strong filtering
- •Production-grade
Weaviate
- •Batteries-included design
- •Strong hybrid search
- •Active community
Cons
Qdrant
- Ops knowledge for self-host
- Tuning needed at scale
Weaviate
- Module config can be complex
- Resource intensive