Link copied to clipboard # Qdrant vs Weaviate Comparison - What are their main differences? Share [ Export ](/compare/qdrant/weaviate/export.csv) QdrantWeaviate[+ Add Product](#) Pricing **Qdrant** No pricing available **Weaviate** **Free** · Self-Deployed (Open Source **Free** · Free (Weaviate Cloud) **Starting at $45.00** Per Month · Flex (Weaviate Cloud) **Starting at $400.00** Per Month · Premium (Weaviate Cloud) **Contact Us** Per Year · Enterprise Cloud **Contact Us** Per Year · Bring Your Own Cloud (BYOC) Show more **Pricing Insights** from reviews Perceived Cost **Qdrant** Not enough reviews yet **Weaviate** Not enough reviews yet Average Discount **Qdrant** Not enough reviews yet **Weaviate** Not enough reviews yet Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **Qdrant** 6 months Based on 100 responses **Weaviate** 6 months Based on 100 responses Return on Investment **Qdrant** 6 months Based on 100 responses **Weaviate** 6 months Based on 100 responses **Pros & Cons** from reviews **Qdrant** Not enough data **Weaviate** Not enough data Integrations **Qdrant** Not enough data **Weaviate** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dd674051aa4dc7d0dfc8b7737b799e0b/aws-bedrock.jpg "Product Avatar Image") AWS Bedrock ](https://www.g2.com/products/aws-bedrock/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0956b45963f61f58f6b413500ed5d7aa/langchain.jpg "Product Avatar Image") LangChain ](https://www.g2.com/products/langchain/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_9678d6029ec39f597b4bca8f6f9b6146/llamaindex.jpg "Product Avatar Image") LlamaIndex ](https://www.g2.com/products/llamaindex/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a3c09e107ad12a40282b8df134815022/openai-sdk.png "Product Avatar Image") OpenAI SDK ](https://www.g2.com/products/openai-sdk/reviews)[ View all ](https://www.g2.com/products/weaviate/integrations) Screenshots **Qdrant** ![Qdrant screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1766866/Screenshot.png) **Weaviate** ![Weaviate screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1347503/1-Weaviate-Cloud-Service-_WCS_-_-to-manage-all-your-clusters.png) **Ratings** from reviews Meets Requirements **Qdrant** **8.5** /10 Based on 11 responses **Weaviate** **8.7** /10 Based on 46 responses Ease of Use **Qdrant** **9.1** /10 Based on 11 responses **Weaviate** **8.8** /10 Based on 47 responses Ease of Setup **Qdrant** **9.2** /10 Based on 11 responses **Weaviate** **8.6** /10 Based on 39 responses Ease of Admin **Qdrant** Not enough data **Weaviate** **8.3** /10 Based on 17 responses Quality of Support **Qdrant** **8.5** /10 Based on 9 responses **Weaviate** **8.4** /10 Based on 45 responses Has the product been a good partner in doing business? **Qdrant** Not enough data **Weaviate** **8.3** /10 Based on 16 responses Product Direction (% positive) **Qdrant** **10.0** /10 Based on 11 responses **Weaviate** **9.2** /10 Based on 45 responses **Features** ratings from reviews Vector Database **9.0** /10 Based on 10 responses **9.0** /10 Based on 45 responses User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 58.3% Mid-Market(51-1000 emp.) 33.3% Enterprise(\> 1000 emp.) 8.3% Small-Business(50 or fewer emp.) 58.3% Mid-Market(51-1000 emp.) 33.3% Enterprise(\> 1000 emp.) 8.3% Small-Business(50 or fewer emp.) 61.5% Mid-Market(51-1000 emp.) 25.0% Enterprise(\> 1000 emp.) 13.5% Small-Business(50 or fewer emp.) 61.5% Mid-Market(51-1000 emp.) 25.0% Enterprise(\> 1000 emp.) 13.5% **Reviewers' Industry** [![Qdrant](https://images.g2crowd.com/uploads/product/hd_favicon/e697bad7029236d0dcbf3017fb918701/qdrant.jpeg "Qdrant")](https://www.g2.com/products/qdrant/reviews) Qdrant Manufacturing 16.7% E-Learning 16.7% Computer & Network Security 16.7% Marketing and Advertising 8.3% Market Research 8.3% Other 33.3% [![Weaviate](https://images.g2crowd.com/uploads/product/hd_favicon/00ba695553d8449a71f9524ede8ddfff/weaviate.svg "Weaviate")](https://www.g2.com/products/weaviate/reviews) Weaviate Computer Software 25.0% Information Technology and Services 12.5% Marketing and Advertising 8.3% Consulting 6.3% Financial Services 4.2% Other 43.8% Alternatives **Qdrant Alternatives** ![Supabase](https://images.g2crowd.com/uploads/product/hd_favicon/71506b5f01eaefca430fe84b5207cf1c/supabase-supabase.jpeg "Supabase") [ Supabase ](/products/supabase-supabase/reviews) ![MongoDB Atlas](https://images.g2crowd.com/uploads/product/hd_favicon/d217eaad5fe841fcdd1136204e725516/mongodb-atlas%282%29.svg "MongoDB Atlas") [ MongoDB Atlas ](/products/mongodb-atlas/reviews) ![Algolia](https://images.g2crowd.com/uploads/product/hd_favicon/879f5b5f5ad6000281c7c48f17d0e442/algolia.svg "Algolia") [ Algolia ](/products/algolia/reviews) ![Stack Internal](https://images.g2crowd.com/uploads/product/hd_favicon/f1cf57486e15b40b9915b60bf222eb13/stack-internal.svg "Stack Internal") [ Stack Internal ](/products/stack-internal/reviews) **Weaviate Alternatives** ![Pinecone](https://images.g2crowd.com/uploads/product/hd_favicon/a1e67980893ee4f8056b9bfc529e0d81/pinecone.jpeg "Pinecone") [ Pinecone ](/products/pinecone/reviews) ![Supabase](https://images.g2crowd.com/uploads/product/hd_favicon/71506b5f01eaefca430fe84b5207cf1c/supabase-supabase.jpeg "Supabase") [ Supabase ](/products/supabase-supabase/reviews) ![Algolia](https://images.g2crowd.com/uploads/product/hd_favicon/879f5b5f5ad6000281c7c48f17d0e442/algolia.svg "Algolia") [ Algolia ](/products/algolia/reviews) ![MongoDB Atlas](https://images.g2crowd.com/uploads/product/hd_favicon/d217eaad5fe841fcdd1136204e725516/mongodb-atlas%282%29.svg "MongoDB Atlas") [ MongoDB Atlas ](/products/mongodb-atlas/reviews) ## Qdrant vs Weaviate FAQs Generated using AI Last updated: November 14, 2026 ### What is the difference between Weaviate vs Qdrant? Weaviate’s clearest distinction is its reviewer-cited hybrid search and AI-workflow flexibility, while Qdrant scores slightly higher for setup and ease of use. | Dimension | [Weaviate](https://www.g2.com/products/weaviate/reviews) | [Qdrant](https://www.g2.com/products/qdrant/reviews) | | --- | --- | --- | | G2 Rating (reviews) | 4.4/5 (50+ reviews) | 4.5/5 (10+ reviews) | | Ease of Setup | 8.6 | 9.2 | | Quality of Support | 8.4 | 8.5 | | Top Reviewer-Cited Strength | Native hybrid search combining vector and keyword retrieval | Fast, scalable vector indexing and similarity search | ### How do the pricing models of Weaviate and Qdrant compare? Weaviate and Qdrant have no supplied Price/Cost satisfaction scores to establish a value winner; recent reviewers describe value and cost trade-offs for both. - **Weaviate:** Recent reviewers value its open-source flexibility and managed deployment options, while noting that cloud costs can grow with workload and that forecasting total spend can require effort. - **Qdrant:** Reviewers value its open-source flexibility and free evaluation option; recent feedback also describes pricing as high. - In recent reviews, Weaviate users cite cost control and Qdrant users cite pricing as considerations when assessing their deployments. ### What are the best alternatives to Weaviate and Qdrant? Supabase, Pinecone, and MongoDB Atlas are the top three G2-ranked alternatives to Weaviate and Qdrant. | Product | G2 Rating (reviews) | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | | [Weaviate](https://www.g2.com/products/weaviate/reviews) | 4.4/5 (50+ reviews) | Reviewers describe cloud costs as workload-dependent and note that forecasting can take effort. | Hybrid search and AI application workflows | | [Qdrant](https://www.g2.com/products/qdrant/reviews) | 4.5/5 (10+ reviews) | Recent feedback describes pricing as high. | Fast vector search and scalable indexing | | [Supabase](https://www.g2.com/products/supabase-supabase/reviews) | 4.6/5 (200+ reviews) | — | — | | [Pinecone](https://www.g2.com/products/pinecone/reviews) | 4.4/5 (80+ reviews) | — | — | | [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) | 4.5/5 (900+ reviews) | — | — | ### Which Vector Database features should I prioritize when comparing Weaviate and Qdrant? Prioritize semantic and hybrid search, setup and usability, support, and integration fit when evaluating Weaviate and Qdrant. - **Setup and usability:** Qdrant leads Ease of Setup, 9.2 to 8.6, and Ease of Use, 9.1 to 8.8. - **Support:** The products are at parity on Quality of Support, Qdrant 8.5 and Weaviate 8.4. - **Requirements fit:** Weaviate scores 8.7 on Meets Requirements versus Qdrant’s 8.5. - **Search approach:** Recent Weaviate reviewers highlight native hybrid search combining BM25 keyword matching with vector similarity; Qdrant reviewers emphasize vector similarity search and high-dimensional indexing. - **Integration fit:** Recent Weaviate reviews cite Python, LlamaIndex, and LangChain integrations; Qdrant reviewers describe integration with AI applications and multiple programming languages. ### What are the pros and cons of Weaviate vs Qdrant? Weaviate’s headline strength is native hybrid search for AI retrieval workflows, while Qdrant’s is fast, scalable vector search. - **Weaviate strengths:** In recent reviews, users praise semantic and hybrid search, metadata filtering, and integrations for RAG and AI applications. - **Weaviate trade-offs:** Reviewers describe a learning curve around schemas, configuration, and advanced tuning; self-hosting and cost planning can add operational work. - **Qdrant strengths:** Recent reviewers highlight fast indexing and similarity search across large, high-dimensional vector sets, plus open-source flexibility. - **Qdrant trade-offs:** Reviewers note limited built-in visualization and a learning curve for vector database concepts; advanced setup can require manual configuration. ### Is Weaviate or Qdrant better for small businesses? Qdrant is the stronger small-business fit on the available segment evidence, while Weaviate reviewers describe useful capabilities for small projects and teams. - **Weaviate:** Reviewers describe Weaviate as useful for personal projects and prototyping, while also noting that advanced configuration can feel like more infrastructure than a small project needs. - **Qdrant:** Reviewers cite a free evaluation option and straightforward setup, alongside concerns about pricing and limited visual tools. ### Which Vector Database platform has better integrations? Weaviate has the stronger integration signal, with recent reviews naming more specific AI-development tools than Qdrant reviews. - **Weaviate:** G2 reviewers mention Python, LlamaIndex, and LangChain integrations, describing their use in application development and RAG workflows. - **Qdrant:** Recent reviewers cite integration with AI applications and support for multiple programming languages. ### How do Weaviate and Qdrant compare on customer support? Weaviate and Qdrant are at parity on Quality of Support, scoring 8.4 and 8.5 respectively, a 0.1-point difference. - **Weaviate:** Reviewers describe responsive expert help, useful community resources, and support that resolved technical issues; other feedback notes slower responses in a difficult support case. - **Qdrant:** Reviewers describe helpful support and documentation, while one implementation account reports that resolving setup issues took time. ### Which is easier to implement, Weaviate or Qdrant? Qdrant leads Weaviate on Ease of Setup by 0.6 points, scoring 9.2 versus 8.6. - **Qdrant:** Reviewers describe Docker-based self-hosting as quick and straightforward, supported by detailed documentation; one account reports complex cloud deployment and integration. - **Weaviate:** Reviewers describe quick starts for prototyping and managed deployment, while noting that schema design, GraphQL/API queries, and advanced configuration take additional learning. ### Which product has better Semantic Search? Semantic Search is the most frequently mentioned feature across Weaviate and Qdrant reviews. - **Weaviate:** Recent reviewers describe semantic search as central to finding contextually relevant information and building RAG workflows; reviewers also cite hybrid search as a way to combine semantic and keyword retrieval. - **Qdrant:** Recent reviewers describe semantic and similarity search for embeddings, image discovery, and recommendations, emphasizing fast retrieval across large vector datasets.