# CrateDB vs Qdrant Comparison | | CrateDB | Qdrant | |---|---|---| | **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | | **Total Reviews** | 85 | 12 | | **Largest Market Segment** | Small-Business (55.0% of reviews) | Small-Business (58.3% of reviews) | | **Entry Level Price** | Free | No pricing available | --- ## Top Pros & Cons ### CrateDB Pros: - Ease of Use (12 reviews) - SQL Usage (11 reviews) Cons: - Lack of Features (5 reviews) - Software Limitations (4 reviews) ### Qdrant **Not enough data** --- ## Ratings Comparison | Rating | CrateDB | Qdrant | |---|---|---| | **Meets Requirements** | 8.9 (62 reviews) | 8.5 (11 reviews) | | **Ease of Use** | 8.9 (65 reviews) | 9.1 (11 reviews) | | **Ease of Setup** | 8.9 (49 reviews) | 9.2 (11 reviews) | | **Ease of Admin** | 8.9 (32 reviews) | Not enough data | | **Quality of Support** | 9.1 (56 reviews) | 8.5 (9 reviews) | | **Has the product been a good partner in doing business?** | 9.3 (25 reviews) | Not enough data | | **Product Direction (% positive)** | 8.7 (64 reviews) | 10.0 (11 reviews) | --- ## Pricing ### CrateDB #### Entry-Level Pricing Plan: OSS Price: Free Description: Free and open source. Built for real world experimentation and development. Key Features: - https://cratedb.com/pricing/oss [Browse all 3 editions](https://www.g2.com/products/cratedb/pricing) #### Free Trial Yes ### Qdrant #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Document Databases | Product | Score | Reviews | |---|---|---| | **CrateDB** | 9.4/10 | 9 | | **Qdrant** | N/A | N/A | #### Data Management | Feature | CrateDB | Qdrant | |---|---|---| | **Data Model** | 9.8 (8 reviews) | Not enough data | | **Data Types** | 9.6 (9 reviews) | Not enough data | | **Built - In Search** | 9.4 (9 reviews) | Not enough data | | **Event Triggers** | 9.3 (7 reviews) | Not enough data | #### Availability | Feature | CrateDB | Qdrant | |---|---|---| | **Auto Sharding** | 9.0 (8 reviews) | Not enough data | | **Auto Recovery** | 8.6 (7 reviews) | Not enough data | | **Data Replication** | 8.8 (7 reviews) | Not enough data | #### Performance | Feature | CrateDB | Qdrant | |---|---|---| | **Query Optimization** | 8.3 (7 reviews) | Not enough data | #### Security | Feature | CrateDB | Qdrant | |---|---|---| | **Role-Based Authorization** | 9.0 (7 reviews) | Not enough data | | **Authentication** | 8.6 (7 reviews) | Not enough data | | **Audit Logs** | 9.0 (7 reviews) | Not enough data | | **Encryption** | 9.3 (7 reviews) | Not enough data | #### Support | Feature | CrateDB | Qdrant | |---|---|---| | **Multi-Model** | 9.8 (7 reviews) | Not enough data | | **Operating Systems** | 9.4 (8 reviews) | Not enough data | | **BI Connectors** | 9.0 (7 reviews) | Not enough data | ### Columnar Databases | Product | Score | Reviews | |---|---|---| | **CrateDB** | 9.2/10 | 9 | | **Qdrant** | N/A | N/A | #### Storage | Feature | CrateDB | Qdrant | |---|---|---| | **Data Model** | 9.0 (7 reviews) | Not enough data | | **Data Types** | 9.2 (8 reviews) | Not enough data | #### Availability | Feature | CrateDB | Qdrant | |---|---|---| | **Auto Sharding** | 9.8 (9 reviews) | Not enough data | | **Auto Recovery** | 9.4 (6 reviews) | Not enough data | | **Data Replication** | 9.7 (6 reviews) | Not enough data | #### Performance | Feature | CrateDB | Qdrant | |---|---|---| | **Integrated Cache** | 10.0 (5 reviews) | Not enough data | #### Security | Feature | CrateDB | Qdrant | |---|---|---| | **Role-Based Authorization** | 8.3 (5 reviews) | Not enough data | | **Authentication** | 8.9 (6 reviews) | Not enough data | | **Audit Logs** | 9.0 (5 reviews) | Not enough data | | **Encryption** | 7.5 (6 reviews) | Not enough data | #### Support | Feature | CrateDB | Qdrant | |---|---|---| | **Multi-Model** | 9.8 (7 reviews) | Not enough data | | **Operating Systems** | 10.0 (5 reviews) | Not enough data | ### Vector Database | Product | Score | Reviews | |---|---|---| | **CrateDB** | 8.6/10 | 15 | | **Qdrant** | 9.0/10 | 10 | #### Data Indexing | Feature | CrateDB | Qdrant | |---|---|---| | **Semantic Search** | 8.9 (15 reviews) | 9.3 (10 reviews) | | **Indexing Data** | 8.8 (15 reviews) | 9.5 (10 reviews) | #### Filters | Feature | CrateDB | Qdrant | |---|---|---| | **Accurate Search** | 8.6 (15 reviews) | 8.7 (10 reviews) | | **Single Stage Filtering - Vector Database** | 8.3 (15 reviews) | 8.3 (9 reviews) | ### Real-time Analytic Database | Product | Score | Reviews | |---|---|---| | **CrateDB** | 8.6/10 | 20 | | **Qdrant** | N/A | N/A | #### Query latency | Feature | CrateDB | Qdrant | |---|---|---| | **Lower query latency** | 8.9 (20 reviews) | Not enough data | | **Continuous queries** | 8.6 (20 reviews) | Not enough data | #### Data latency | Feature | CrateDB | Qdrant | |---|---|---| | **Lower data latency** | 8.6 (19 reviews) | Not enough data | | **Data pipeline performance** | 8.5 (19 reviews) | Not enough data | #### Connectors | Feature | CrateDB | Qdrant | |---|---|---| | **Faster ingestion** | 8.5 (19 reviews) | Not enough data | | **Built-in connectors** | 8.8 (19 reviews) | Not enough data | #### Scale | Feature | CrateDB | Qdrant | |---|---|---| | **Linearly scalable database** | 9.0 (18 reviews) | Not enough data | | **Storage management** | 8.2 (16 reviews) | Not enough data | #### Architecture | Feature | CrateDB | Qdrant | |---|---|---| | **Data security** | 8.7 (18 reviews) | Not enough data | | **Lockless architecture** | 8.6 (17 reviews) | Not enough data | ### AI Search & Retrieval Infrastructure Platforms | Product | Score | Reviews | |---|---|---| | **CrateDB** | N/A | N/A | | **Qdrant** | N/A | N/A | #### Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms | Feature | CrateDB | Qdrant | |---|---|---| | **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 | CrateDB | Qdrant | |---|---|---| | **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 | CrateDB | Qdrant | |---|---|---| | **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 | CrateDB | Qdrant | |---|---|---| | **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 | CrateDB | Qdrant | |---|---|---| | **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 | CrateDB | Qdrant | |---|---|---| | **Search analytics & relevance debugging** | Not enough data | Not enough data | | **High availability & disaster recovery** | Not enough data | Not enough data | ### Database as a Service (DBaaS) | Product | Score | Reviews | |---|---|---| | **CrateDB** | 7.9/10 | 7 | | **Qdrant** | N/A | N/A | #### Configuration | Feature | CrateDB | Qdrant | |---|---|---| | **Application Performance** | 9.0 (7 reviews) | Not enough data | | **Orchestration** | 8.3 (6 reviews) | Not enough data | | **Database Monitoring** | 8.3 (6 reviews) | Not enough data | | **Anomaly Detection** | 8.1 (6 reviews) | Not enough data | | **Network Security** | 7.8 (6 reviews) | Not enough data | #### Database Administration | Feature | CrateDB | Qdrant | |---|---|---| | **Provisioning** | 8.9 (6 reviews) | Not enough data | | **Governance** | 7.8 (6 reviews) | Not enough data | | **Auditing** | 7.5 (6 reviews) | Not enough data | #### Availability | Feature | CrateDB | Qdrant | |---|---|---| | **Scalability** | 9.3 (5 reviews) | Not enough data | | **Backup** | 8.3 (5 reviews) | Not enough data | | **Archiving** | 7.0 (5 reviews) | Not enough data | | **Indexing** | Not enough data | Not enough data | #### Security | Feature | CrateDB | Qdrant | |---|---|---| | **Data Masking** | Not enough data | Not enough data | | **Authentication And Single Sign-On** | Not enough data | Not enough data | | **Data Anonymization** | Not enough data | Not enough data | #### Data Management | Feature | CrateDB | Qdrant | |---|---|---| | **Data Replication** | Not enough data | Not enough data | | **Advanced Data Analytics** | Not enough data | Not enough data | ### NoSQL Databases | Product | Score | Reviews | |---|---|---| | **CrateDB** | N/A | N/A | | **Qdrant** | N/A | N/A | #### Database Features | Feature | CrateDB | Qdrant | |---|---|---| | **Storage** | Not enough data | Not enough data | | **Availability** | Not enough data | Not enough data | | **Stability** | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | | **Security** | Not enough data | Not enough data | | **Data Manipulation** | Not enough data | Not enough data | | **Query Language** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Vector Database Software](https://www.g2.com/categories/vector-database) **Unique to CrateDB (5):** [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database), [Time Series Databases](https://www.g2.com/categories/time-series-databases), [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Document Databases](https://www.g2.com/categories/document-databases), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas) **Unique to Qdrant (1):** [ AI Search & Retrieval Infrastructure Platforms Software](https://www.g2.com/categories/ai-search-retrieval-infrastructure-platforms) --- ## Reviewer Demographics ### By Company Size | Segment | CrateDB | Qdrant | |---|---|---| | **Small-Business** | 55.0% | 58.3% | | **Mid-Market** | 32.5% | 33.3% | | **Enterprise** | 12.5% | 8.3% | ### By Industry #### CrateDB - **Computer Software:** 28.7% - **Consulting:** 15.0% - **Information Technology and Services:** 12.5% - **Financial Services:** 5.0% - **Telecommunications:** 3.8% - **Computer & Network Security:** 3.8% - **Program Development:** 3.8% - **Insurance:** 2.5% - **Leisure, Travel & Tourism:** 2.5% - **Automotive:** 2.5% - **Other:** 20.0% #### 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% --- ## Alternatives ### Alternatives to CrateDB - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews) - [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) — 4.5/5 stars (371 reviews) - [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1011 reviews) - [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (908 reviews) - [MongoDB](https://www.g2.com/products/mongodb/reviews) — 4.5/5 stars (557 reviews) - [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews) - [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews) - [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews) - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews) ### Alternatives to Qdrant - [Supabase](https://www.g2.com/products/supabase-supabase/reviews) — 4.7/5 stars (49 reviews) - [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (452 reviews) - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (292 reviews) - [Weaviate](https://www.g2.com/products/weaviate/reviews) — 4.6/5 stars (29 reviews) - [Pinecone](https://www.g2.com/products/pinecone/reviews) — 4.6/5 stars (39 reviews) - [SearchStax](https://www.g2.com/products/searchstax/reviews) — 4.5/5 stars (176 reviews) - [Redis Software](https://www.g2.com/products/redis-software/reviews) — 4.5/5 stars (134 reviews) - [SingleStore](https://www.g2.com/products/singlestore/reviews) — 4.5/5 stars (118 reviews) - [Zilliz](https://www.g2.com/products/zilliz/reviews) — 4.7/5 stars (53 reviews) - [PG Vector](https://www.g2.com/products/pg-vector/reviews) — 3.8/5 stars (12 reviews) --- ## Top Discussions ### CrateDB No discussions available for this product. ### Qdrant No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/cratedb-vs-qdrant)