Weaviate vs Qdrant.
Live source-backed comparison for Weaviate and Qdrant in Embeddings. The page updates from materialized radar candidates and stays out of the sitemap unless source coverage and unique data modules pass the quality gate.
Close call: choose by workflow
Weaviate and Qdrant are close on automated fit for Embeddings. The better choice depends on access model, deployment preference, and source-backed evidence.
Automated fit scores are close enough that access and deployment needs matter more than the score gap.
- Sources
- 4
- Modules
- 7
- Freshness
- Updated 2026-06-26
Weaviate
Official Weaviate documentation for vector databases, hybrid search, embeddings, semantic search, and RAG application infrastructure. official_service vector database vector db vector search hybrid search semantic search rag text embedding multimodal api hosted open source hybrid search retrieval similarity search
- hosted/API workflows where a managed service path matters.
- Open-source or self-hosted workflows that need repository-level control.
Qdrant
Official Qdrant documentation for vector search, vector database deployments, semantic search, embeddings, and retrieval infrastructure. official_service vector database vector db vector search semantic search embedding store rag text embedding api hosted open source self-hosted similarity search retrieval filtering
- hosted/API workflows where a managed service path matters.
- Open-source or self-hosted workflows that need repository-level control.
Side-by-side decision factors
Every row is derived from retained radar metadata. Unknown prices, benchmarks, dates, and capabilities stay unverified.
| Axis | Weaviate | Qdrant | Edge | Basis | Source |
|---|---|---|---|---|---|
| Automated fit | RDR91 | RDR90 | Close / tie | Task fit from AI on Radar's materialized best-of ranking. | weaviate.io |
| Access model | Paid API | Paid API | Close / tie | Access labels come from source-backed provider metadata and conservative repo/model signals. | weaviate.io |
| Hosted/API signal | Available | Available | Close / tie | Useful when the priority is a managed API or hosted service path. | weaviate.io |
| Open-source/self-hosted signal | Present | Present | Close / tie | Useful when the priority is repository-level control, open-source access, or self-hosting. | weaviate.io |
| Source coverage | 2 sources | 2 sources | Close / tie | Distinct retained source URLs available for this comparison. | weaviate.io |
| Evidence freshness | 2026-06-26 | 2026-06-26 | Close / tie | Newest retained update date from the candidate record. | weaviate.io |
- This pair is close across the visible comparison axes; use source links and access model fit as the deciding factors.
- Pricing, benchmark numbers, release dates, and context windows are shown only when source-backed; unknown facts stay unverified.
- This is an automated source-backed comparison, not an independent benchmark run.