# Qdrant vs Zilliz Comparison | | Qdrant | Zilliz | |---|---|---| | **Star Rating** | 4.5 out of 5 | 4.7 out of 5 | | **Total Reviews** | 12 | 52 | | **Largest Market Segment** | Small-Business (58.3% of reviews) | Small-Business (49.0% of reviews) | | **Entry Level Price** | No pricing available | Free | --- ## Top Pros & Cons ### Qdrant **Not enough data** ### Zilliz Pros: - Ease of Use (9 reviews) - Speed (8 reviews) Cons: - Expensive (4 reviews) - Limitations (3 reviews) --- ## Ratings Comparison | Rating | Qdrant | Zilliz | |---|---|---| | **Meets Requirements** | 8.5 (11 reviews) | 9.3 (47 reviews) | | **Ease of Use** | 9.1 (11 reviews) | 9.3 (49 reviews) | | **Ease of Setup** | 9.2 (11 reviews) | 9.0 (28 reviews) | | **Ease of Admin** | Not enough data | 8.9 (12 reviews) | | **Quality of Support** | 8.5 (9 reviews) | 9.5 (43 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 9.1 (11 reviews) | | **Product Direction (% positive)** | 10.0 (11 reviews) | 9.5 (44 reviews) | --- ## Pricing ### Qdrant #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Zilliz #### Entry-Level Pricing Plan: Starter Price: Free Description: The simplest way to experience a fully-managed vector database. Key Features: - Up to 1 million vectors - Up to 2 free collections - No credit card required [Browse all 3 editions](https://www.g2.com/products/zilliz/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Artificial Intelligence | Product | Score | Reviews | |---|---|---| | **Qdrant** | N/A | N/A | | **Zilliz** | N/A | N/A | #### Additional Functionality | Feature | Qdrant | Zilliz | |---|---|---| | **Tagging** | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Multi-Language** | Not enough data | Not enough data | | **Predictive Analytics** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **Speech Recognition** | Not enough data | Not enough data | | **Reporting/Analytics** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | | **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Customer Segmentation** | Not enough data | Not enough data | | **Collaboration Tools** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **For eCommerce** | Not enough data | Not enough data | | **Role-Based Permissions** | Not enough data | Not enough data | | **Customizable Branding** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | | **Document Management** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Trend Analysis** | Not enough data | Not enough data | | **Machine Learning** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Alerts/Escalation** | Not enough data | Not enough data | | **Performance Metrics** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Mobile App** | Not enough data | Not enough data | | **Multiple Data Sources** | Not enough data | Not enough data | | **For Sales Teams/Organizations** | Not enough data | Not enough data | | **Sentiment Analysis** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Chatbot** | Not enough data | Not enough data | | **Workflow Automation** | Not enough data | Not enough data | ### Generative AI | Product | Score | Reviews | |---|---|---| | **Qdrant** | N/A | N/A | | **Zilliz** | N/A | N/A | #### Additional Functionality | Feature | Qdrant | Zilliz | |---|---|---| | **Code Generation** | Not enough data | Not enough data | | **Text to Image** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | Not enough data | | **Virtual Characters and Avatars** | Not enough data | Not enough data | | **Content Generation** | Not enough data | Not enough data | | **Personalization and Recommendation** | Not enough data | Not enough data | | **Conditional Generation** | Not enough data | Not enough data | | **Transformer Model** | Not enough data | Not enough data | | **Automated Image & Video Editing** | Not enough data | Not enough data | | **Interactive and Co-Creative Systems** | Not enough data | Not enough data | | **Text Summarization** | Not enough data | Not enough data | | **Data Augmentation** | Not enough data | Not enough data | | **Variation Autoencoder Models** | Not enough data | Not enough data | | **Adversarial Training** | Not enough data | Not enough data | | **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | | **Simulation and Scenario Generation** | Not enough data | Not enough data | | **Creative Design** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Prompt Engineering** | Not enough data | Not enough data | | **Foundation Model** | Not enough data | Not enough data | ### Database Management Systems (DBMS) | Product | Score | Reviews | |---|---|---| | **Qdrant** | N/A | N/A | | **Zilliz** | 9.3/10 | 25 | #### Management | Feature | Qdrant | Zilliz | |---|---|---| | **Data dictionary** | Not enough data | 9.6 (23 reviews) | | **Data Replication** | Not enough data | 9.5 (23 reviews) | | **Query Language** | Not enough data | 9.2 (24 reviews) | | **Data Modeling** | Not enough data | 9.4 (24 reviews) | | **Performance Analysis** | Not enough data | 9.3 (23 reviews) | | **Data Synchronization** | Not enough data | Not enough data | | **Real-Time Data** | Not enough data | Not enough data | | **Data Storage Management** | Not enough data | Not enough data | #### Maintenance | Feature | Qdrant | Zilliz | |---|---|---| | **Data Migration** | Not enough data | 9.2 (22 reviews) | | **Backup and Recovery** | Not enough data | 9.2 (23 reviews) | | **Multi-User Environment** | Not enough data | 9.3 (23 reviews) | | **Automatic Backup** | Not enough data | Not enough data | | **Database Conversion** | Not enough data | Not enough data | #### Security | Feature | Qdrant | Zilliz | |---|---|---| | **Data Encryption** | Not enough data | 9.5 (22 reviews) | | **User Access Control** | Not enough data | 9.2 (22 reviews) | | **Mobile Access** | Not enough data | Not enough data | #### Additional Functionality | Feature | Qdrant | Zilliz | |---|---|---| | **Workflow Management** | Not enough data | Not enough data | | **Third-Party Integrations** | Not enough data | Not enough data | | **Data Extraction** | Not enough data | Not enough data | | **Relational Database Management** | Not enough data | Not enough data | | **SSL Security** | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | | **Data Connectors** | Not enough data | Not enough data | | **Search/Filter** | Not enough data | Not enough data | | **Reporting & Statistics** | Not enough data | Not enough data | | **Customizable Templates** | Not enough data | Not enough data | | **AI Copilot** | Not enough data | Not enough data | | **Full Text Search** | Not enough data | Not enough data | | **Data Virtualization** | Not enough data | Not enough data | | **Data Import/Export** | Not enough data | Not enough data | | **Generative AI** | Not enough data | Not enough data | | **Drag & Drop** | Not enough data | Not enough data | | **Customizable Fields** | Not enough data | Not enough data | | **Authentication** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Secure Data Storage** | Not enough data | Not enough data | | **Activity Dashboard** | Not enough data | Not enough data | | **Data Mapping** | Not enough data | Not enough data | | **Multiple Programming Languages Supported** | Not enough data | Not enough data | | **Data Capture and Transfer** | Not enough data | Not enough data | | **User Management** | Not enough data | Not enough data | | **NOSQL Database Management** | Not enough data | Not enough data | | **Access Controls/Permissions** | Not enough data | Not enough data | | **Calendar Management** | Not enough data | Not enough data | | **Real-Time Monitoring** | Not enough data | Not enough data | | **Document Storage** | Not enough data | Not enough data | | **Audit Management** | Not enough data | Not enough data | | **Charting** | Not enough data | Not enough data | ### Vector Database | Product | Score | Reviews | |---|---|---| | **Qdrant** | 9.0/10 | 10 | | **Zilliz** | 9.4/10 | 27 | #### Data Indexing | Feature | Qdrant | Zilliz | |---|---|---| | **Semantic Search** | 9.3 (10 reviews) | 9.6 (27 reviews) | | **Indexing Data** | 9.5 (10 reviews) | 9.6 (27 reviews) | #### Filters | Feature | Qdrant | Zilliz | |---|---|---| | **Accurate Search** | 8.7 (10 reviews) | 9.2 (27 reviews) | | **Single Stage Filtering - Vector Database** | 8.3 (9 reviews) | 9.3 (27 reviews) | ### AI Search & Retrieval Infrastructure Platforms | Product | Score | Reviews | |---|---|---| | **Qdrant** | N/A | N/A | | **Zilliz** | N/A | N/A | #### Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms | Feature | Qdrant | Zilliz | |---|---|---| | **Advanced relevance tuning** | Not enough data | Not enough data | | **Query understanding & expansion** | Not enough data | Not enough data | | **Multistage retrieval & re-ranking** | Not enough data | Not enough data | | **Context-aware & personalized search** | Not enough data | Not enough data | #### Embedding & model management - AI Search & Retrieval Infrastructure Platforms | Feature | Qdrant | Zilliz | |---|---|---| | **Embedding versioning & lifecycle management** | Not enough data | Not enough data | | **Multimodal search support** | Not enough data | Not enough data | | **Pluggable embedding & LLM providers** | Not enough data | Not enough data | #### LLM retrieval & RAG optimization - AI Search & Retrieval Infrastructure Platforms | Feature | Qdrant | Zilliz | |---|---|---| | **Retrieval pipeline orchestration** | Not enough data | Not enough data | | **LLM-aware retrieval optimization** | Not enough data | Not enough data | | **Hybrid retrieval strategy optimization** | Not enough data | Not enough data | #### Data Enrichment & Index Intelligence - AI Search & Retrieval Infrastructure Platforms | Feature | Qdrant | Zilliz | |---|---|---| | **Incremental & streaming index updates** | Not enough data | Not enough data | | **Built-in data enrichment** | Not enough data | Not enough data | #### Security & governance - AI Search & Retrieval Infrastructure Platforms | Feature | Qdrant | Zilliz | |---|---|---| | **Fine-grained access controls** | Not enough data | Not enough data | | **Data residency & retention policies** | Not enough data | Not enough data | | **Audit logs & retrieval traceability** | Not enough data | Not enough data | #### Operations, observability & reliability - AI Search & Retrieval Infrastructure Platforms | Feature | Qdrant | Zilliz | |---|---|---| | **Search analytics & relevance debugging** | Not enough data | Not enough data | | **High availability & disaster recovery** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Vector Database Software](https://www.g2.com/categories/vector-database) **Unique to Qdrant (1):** [ AI Search & Retrieval Infrastructure Platforms Software](https://www.g2.com/categories/ai-search-retrieval-infrastructure-platforms) **Unique to Zilliz (1):** [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms) --- ## Reviewer Demographics ### By Company Size | Segment | Qdrant | Zilliz | |---|---|---| | **Small-Business** | 58.3% | 49.0% | | **Mid-Market** | 33.3% | 38.8% | | **Enterprise** | 8.3% | 12.2% | ### By Industry #### Qdrant - **Manufacturing:** 16.7% - **E-Learning:** 16.7% - **Computer & Network Security:** 16.7% - **Marketing and Advertising:** 8.3% - **Market Research:** 8.3% - **Information Technology and Services:** 8.3% - **Hospitality:** 8.3% - **Computer Software:** 8.3% - **Business Supplies and Equipment:** 8.3% #### Zilliz - **Computer Software:** 18.4% - **Information Technology and Services:** 18.4% - **Education Management:** 12.2% - **Computer & Network Security:** 10.2% - **Marketing and Advertising:** 6.1% - **Automotive:** 4.1% - **Medical Practice:** 4.1% - **Design:** 4.1% - **Apparel & Fashion:** 2.0% - **E-Learning:** 2.0% - **Other:** 18.4% --- ## Alternatives ### Alternatives to Qdrant - [Supabase](https://www.g2.com/products/supabase-supabase/reviews) — 4.6/5 stars (231 reviews) - [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (454 reviews) - [Weaviate](https://www.g2.com/products/weaviate/reviews) — 4.4/5 stars (49 reviews) - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (293 reviews) - [Pinecone](https://www.g2.com/products/pinecone/reviews) — 4.5/5 stars (72 reviews) - [SearchStax](https://www.g2.com/products/searchstax/reviews) — 4.5/5 stars (177 reviews) - [Redis Software](https://www.g2.com/products/redis-software/reviews) — 4.5/5 stars (136 reviews) - [SingleStore](https://www.g2.com/products/singlestore/reviews) — 4.5/5 stars (118 reviews) - [PG Vector](https://www.g2.com/products/pg-vector/reviews) — 3.8/5 stars (12 reviews) - [CrateDB](https://www.g2.com/products/cratedb/reviews) — 4.4/5 stars (85 reviews) ### Alternatives to Zilliz - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (762 reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (374 reviews) - [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (367 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2288 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (818 reviews) - [Pinecone](https://www.g2.com/products/pinecone/reviews) — 4.5/5 stars (72 reviews) - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (293 reviews) - [Toad For Oracle](https://www.g2.com/products/quest-software-toad-for-oracle/reviews) — 4.4/5 stars (286 reviews) - [Supabase](https://www.g2.com/products/supabase-supabase/reviews) — 4.6/5 stars (231 reviews) --- ## Top Discussions ### Qdrant No discussions available for this product. ### Zilliz No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/qdrant-vs-zilliz)