# Top 10 Chroma Vector Database Alternatives & Competitors **Average Rating:** 4.2/5 **Total Number of Reviews:** 6 Explore the best alternatives to Chroma Vector Database for users who need new software features or want to try different solutions. Other important factors to consider when researching alternatives to Chroma Vector Database include reliability and ease of use. The best overall Chroma Vector Database alternative is Elasticsearch. Other similar apps like Chroma Vector Database are SingleStore, Pinecone, Zilliz, and CrateDB. Chroma Vector Database alternatives can be found in [Vector Database Software](https://www.g2.com/categories/vector-database) but may also be in [AI Search & Retrieval Infrastructure Platforms Software](https://www.g2.com/categories/ai-search-retrieval-infrastructure-platforms) or [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database). ## Best Paid & Free Alternatives to Chroma Vector Database - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) - [SingleStore](https://www.g2.com/products/singlestore/reviews) - [Pinecone](https://www.g2.com/products/pinecone/reviews) - [Zilliz](https://www.g2.com/products/zilliz/reviews) - [CrateDB](https://www.g2.com/products/cratedb/reviews) - [TiDB](https://www.g2.com/products/tidb/reviews) - [Weaviate](https://www.g2.com/products/weaviate/reviews) - [KX](https://www.g2.com/products/kx-kx/reviews) - [Supabase](https://www.g2.com/products/supabase-supabase/reviews) - [Qdrant](https://www.g2.com/products/qdrant/reviews) ## Top 10 Alternatives to Chroma Vector Database Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Chroma Vector Database stacks up to the competition, check reviews from current & previous users in industries like Automotive, Computer Software, and Consumer Electronics, and find the best product for your business. ### 1. [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) By Elastic **Average Rating:** 4.5/5 **Total Reviews:** 292 Create and manage a search experience tailored to your specific needs in no time, thanks to seamless indexing, best-in-class relevance and intuitive customization features. Reviewers say compared to Chroma Vector Database, Elasticsearch is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs Elasticsearch](https://www.g2.com/compare/chroma-vector-database-vs-elastic-elasticsearch) **Compare Elasticsearch with other alternatives:** - [Elasticsearch vs SingleStore](https://www.g2.com/compare/elastic-elasticsearch-vs-singlestore) - [Elasticsearch vs Pinecone](https://www.g2.com/compare/elastic-elasticsearch-vs-pinecone) - [Elasticsearch vs Zilliz](https://www.g2.com/compare/elastic-elasticsearch-vs-zilliz) - [Elasticsearch vs CrateDB](https://www.g2.com/compare/cratedb-vs-elastic-elasticsearch) - [Elasticsearch vs TiDB](https://www.g2.com/compare/elastic-elasticsearch-vs-tidb) - [Elasticsearch vs Weaviate](https://www.g2.com/compare/elastic-elasticsearch-vs-weaviate) - [Elasticsearch vs KX](https://www.g2.com/compare/elastic-elasticsearch-vs-kx-kx) - [Elasticsearch vs Supabase](https://www.g2.com/compare/elastic-elasticsearch-vs-supabase-supabase) - [Elasticsearch vs Qdrant](https://www.g2.com/compare/elastic-elasticsearch-vs-qdrant) ### 2. [SingleStore](https://www.g2.com/products/singlestore/reviews) By SingleStore **Average Rating:** 4.5/5 **Total Reviews:** 118 SingleStoreDB is a real-time, unified, distributed SQL database combining transactional + analytical + vector data workloads. Reviewers say compared to Chroma Vector Database, SingleStore is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs SingleStore](https://www.g2.com/compare/chroma-vector-database-vs-singlestore) **Compare SingleStore with other alternatives:** - [SingleStore vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-singlestore) - [SingleStore vs Pinecone](https://www.g2.com/compare/pinecone-vs-singlestore) - [SingleStore vs Zilliz](https://www.g2.com/compare/singlestore-vs-zilliz) - [SingleStore vs CrateDB](https://www.g2.com/compare/cratedb-vs-singlestore) - [SingleStore vs TiDB](https://www.g2.com/compare/singlestore-vs-tidb) - [SingleStore vs Weaviate](https://www.g2.com/compare/singlestore-vs-weaviate) - [SingleStore vs KX](https://www.g2.com/compare/kx-kx-vs-singlestore) - [SingleStore vs Supabase](https://www.g2.com/compare/singlestore-vs-supabase-supabase) - [SingleStore vs Qdrant](https://www.g2.com/compare/qdrant-vs-singlestore) ### 3. [Pinecone](https://www.g2.com/products/pinecone/reviews) By Pinecone Systems **Average Rating:** 4.6/5 **Total Reviews:** 39 Pinecone is a fully managed vector database that makes it easy to add vector search to production applications. It combines state-of-the-art vector search libraries, advanced features such as filtering, and distributed infrastructure to provide high performance and reliability at any scale. No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Reviewers say compared to Chroma Vector Database, Pinecone is: - Better at support - Easier to set up - Better at meeting requirements Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs Pinecone](https://www.g2.com/compare/chroma-vector-database-vs-pinecone) **Compare Pinecone with other alternatives:** - [Pinecone vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-pinecone) - [Pinecone vs SingleStore](https://www.g2.com/compare/pinecone-vs-singlestore) - [Pinecone vs Zilliz](https://www.g2.com/compare/pinecone-vs-zilliz) - [Pinecone vs CrateDB](https://www.g2.com/compare/cratedb-vs-pinecone) - [Pinecone vs TiDB](https://www.g2.com/compare/pinecone-vs-tidb) - [Pinecone vs Weaviate](https://www.g2.com/compare/pinecone-vs-weaviate) - [Pinecone vs KX](https://www.g2.com/compare/kx-kx-vs-pinecone) - [Pinecone vs Supabase](https://www.g2.com/compare/pinecone-vs-supabase-supabase) - [Pinecone vs Qdrant](https://www.g2.com/compare/pinecone-vs-qdrant) ### 4. [Zilliz](https://www.g2.com/products/zilliz/reviews) By ZILLIZ **Average Rating:** 4.7/5 **Total Reviews:** 53 Zilliz Cloud is a cloud-native vector database that stores, indexes, and searches billions of embedding vectors to power enterprise-grade similarity search, recommender systems, anomaly detection, and more. ​ Zilliz Cloud, built on the popular open-source vector database Milvus, allows for easy integration with vectorizers from OpenAI, Cohere, HuggingFace, and other popular models. Purpose-built to solve the challenge of managing billions of embeddings, Zilliz Cloud makes it easy to build applications for scale. Reviewers say compared to Chroma Vector Database, Zilliz is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs Zilliz](https://www.g2.com/compare/chroma-vector-database-vs-zilliz) **Compare Zilliz with other alternatives:** - [Zilliz vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-zilliz) - [Zilliz vs SingleStore](https://www.g2.com/compare/singlestore-vs-zilliz) - [Zilliz vs Pinecone](https://www.g2.com/compare/pinecone-vs-zilliz) - [Zilliz vs CrateDB](https://www.g2.com/compare/cratedb-vs-zilliz) - [Zilliz vs TiDB](https://www.g2.com/compare/tidb-vs-zilliz) - [Zilliz vs Weaviate](https://www.g2.com/compare/weaviate-vs-zilliz) - [Zilliz vs KX](https://www.g2.com/compare/kx-kx-vs-zilliz) - [Zilliz vs Supabase](https://www.g2.com/compare/supabase-supabase-vs-zilliz) - [Zilliz vs Qdrant](https://www.g2.com/compare/qdrant-vs-zilliz) ### 5. [CrateDB](https://www.g2.com/products/cratedb/reviews) By CrateDB **Average Rating:** 4.4/5 **Total Reviews:** 85 Crate.io is a distributed, document-oriented database designed to be used with traditional SQL syntax. Reviewers say compared to Chroma Vector Database, CrateDB is: - Better at support - Easier to set up - Better at meeting requirements Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs CrateDB](https://www.g2.com/compare/chroma-vector-database-vs-cratedb) **Compare CrateDB with other alternatives:** - [CrateDB vs Elasticsearch](https://www.g2.com/compare/cratedb-vs-elastic-elasticsearch) - [CrateDB vs SingleStore](https://www.g2.com/compare/cratedb-vs-singlestore) - [CrateDB vs Pinecone](https://www.g2.com/compare/cratedb-vs-pinecone) - [CrateDB vs Zilliz](https://www.g2.com/compare/cratedb-vs-zilliz) - [CrateDB vs TiDB](https://www.g2.com/compare/cratedb-vs-tidb) - [CrateDB vs Weaviate](https://www.g2.com/compare/cratedb-vs-weaviate) - [CrateDB vs KX](https://www.g2.com/compare/cratedb-vs-kx-kx) - [CrateDB vs Supabase](https://www.g2.com/compare/cratedb-vs-supabase-supabase) - [CrateDB vs Qdrant](https://www.g2.com/compare/cratedb-vs-qdrant) ### 6. [TiDB](https://www.g2.com/products/tidb/reviews) By PingCAP **Average Rating:** 4.6/5 **Total Reviews:** 67 TiDB, powered by PingCAP, unlocks limitless scale for data-intensive businesses. Our advanced distributed SQL database enables leading enterprises, SaaS, and digital native companies to build petabyte-grade clusters while managing millions of tables, concurrent connections, frequent schema changes, and zero-downtime scaling. Reviewers say compared to Chroma Vector Database, TiDB is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs TiDB](https://www.g2.com/compare/chroma-vector-database-vs-tidb) **Compare TiDB with other alternatives:** - [TiDB vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-tidb) - [TiDB vs SingleStore](https://www.g2.com/compare/singlestore-vs-tidb) - [TiDB vs Pinecone](https://www.g2.com/compare/pinecone-vs-tidb) - [TiDB vs Zilliz](https://www.g2.com/compare/tidb-vs-zilliz) - [TiDB vs CrateDB](https://www.g2.com/compare/cratedb-vs-tidb) - [TiDB vs Weaviate](https://www.g2.com/compare/tidb-vs-weaviate) - [TiDB vs KX](https://www.g2.com/compare/kx-kx-vs-tidb) - [TiDB vs Supabase](https://www.g2.com/compare/supabase-supabase-vs-tidb) - [TiDB vs Qdrant](https://www.g2.com/compare/qdrant-vs-tidb) ### 7. [Weaviate](https://www.g2.com/products/weaviate/reviews) By Weaviate **Average Rating:** 4.6/5 **Total Reviews:** 30 Weaviate is a cloud-native, real-time vector search engine (aka neural search engine or deep search engine). There are modules for specific use cases such as semantic search, plugins to integrate Weaviate in any application of your choice, and a console to visualize your data. Weaviate is used as a semantic search engine, similar image search engine our automatic classification engine based on the built-in machine learning models. Applications range from product search to CRM classifications. Weaviate has an open-core and a paid service for enterprise SLA usage and custom, industry-specific machine learning models. Reviewers say compared to Chroma Vector Database, Weaviate is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs Weaviate](https://www.g2.com/compare/chroma-vector-database-vs-weaviate) **Compare Weaviate with other alternatives:** - [Weaviate vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-weaviate) - [Weaviate vs SingleStore](https://www.g2.com/compare/singlestore-vs-weaviate) - [Weaviate vs Pinecone](https://www.g2.com/compare/pinecone-vs-weaviate) - [Weaviate vs Zilliz](https://www.g2.com/compare/weaviate-vs-zilliz) - [Weaviate vs CrateDB](https://www.g2.com/compare/cratedb-vs-weaviate) - [Weaviate vs TiDB](https://www.g2.com/compare/tidb-vs-weaviate) - [Weaviate vs KX](https://www.g2.com/compare/kx-kx-vs-weaviate) - [Weaviate vs Supabase](https://www.g2.com/compare/supabase-supabase-vs-weaviate) - [Weaviate vs Qdrant](https://www.g2.com/compare/qdrant-vs-weaviate) ### 8. [KX](https://www.g2.com/products/kx-kx/reviews) By KX **Average Rating:** 4.6/5 **Total Reviews:** 51 KX is maker of kdb+, a time series and vector database, independently benchmarked as the fastest on the market. It can process and analyze time series, historical and vector data at unmatched speed and scale, empowering developers, data scientists, and data engineers to build high-performance data-driven applications and turbo-charge their favorite analytics tools in the cloud, on-premise, or at the edge. For more info visit www.kx.com. Reviewers say compared to Chroma Vector Database, KX is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs KX](https://www.g2.com/compare/chroma-vector-database-vs-kx-kx) **Compare KX with other alternatives:** - [KX vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-kx-kx) - [KX vs SingleStore](https://www.g2.com/compare/kx-kx-vs-singlestore) - [KX vs Pinecone](https://www.g2.com/compare/kx-kx-vs-pinecone) - [KX vs Zilliz](https://www.g2.com/compare/kx-kx-vs-zilliz) - [KX vs CrateDB](https://www.g2.com/compare/cratedb-vs-kx-kx) - [KX vs TiDB](https://www.g2.com/compare/kx-kx-vs-tidb) - [KX vs Weaviate](https://www.g2.com/compare/kx-kx-vs-weaviate) - [KX vs Supabase](https://www.g2.com/compare/kx-kx-vs-supabase-supabase) - [KX vs Qdrant](https://www.g2.com/compare/kx-kx-vs-qdrant) ### 9. [Supabase](https://www.g2.com/products/supabase-supabase/reviews) By Supabase **Average Rating:** 4.7/5 **Total Reviews:** 51 Supabase is an open-source backend-as-a-service (BaaS) platform that enables developers to build and scale applications efficiently without managing server infrastructure. Launched in 2020 as an alternative to Firebase, Supabase offers a suite of tools including a PostgreSQL database, authentication, real-time subscriptions, and storage capabilities. By leveraging the robustness of PostgreSQL, Supabase provides a scalable and secure foundation for modern web and mobile applications. Key Features and Functionality: - PostgreSQL Database: Each Supabase project includes a dedicated PostgreSQL database, offering full SQL support and advanced features such as JSON handling, full-text search, and vector support. - Instant APIs: Supabase automatically generates RESTful and GraphQL APIs based on your database schema, eliminating the need for manual coding and accelerating development. - Authentication and Authorization: The platform provides built-in user authentication with support for various sign-in methods, including email/password, magic links, and social logins. It also integrates seamlessly with PostgreSQL's Row Level Security for fine-grained access control. - Real-time Capabilities: Supabase enables real-time data synchronization via WebSockets, allowing applications to respond instantly to database changes. - Edge Functions: Developers can deploy serverless functions close to users for low-latency execution, facilitating scalable and efficient backend logic. - File Storage: Supabase offers scalable storage solutions for managing and serving files, complete with configurable access policies to ensure data security. Primary Value and User Solutions: Supabase addresses the challenges developers face in building and scaling applications by providing a comprehensive, open-source backend platform. It eliminates the complexities of managing server infrastructure, allowing developers to focus on creating feature-rich applications. With its real-time capabilities, robust authentication, and seamless integration with PostgreSQL, Supabase empowers developers to build secure, scalable, and responsive applications efficiently. Reviewers say compared to Chroma Vector Database, Supabase is: - Better at support - Better at meeting requirements - Easier to set up Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs Supabase](https://www.g2.com/compare/chroma-vector-database-vs-supabase-supabase) **Compare Supabase with other alternatives:** - [Supabase vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-supabase-supabase) - [Supabase vs SingleStore](https://www.g2.com/compare/singlestore-vs-supabase-supabase) - [Supabase vs Pinecone](https://www.g2.com/compare/pinecone-vs-supabase-supabase) - [Supabase vs Zilliz](https://www.g2.com/compare/supabase-supabase-vs-zilliz) - [Supabase vs CrateDB](https://www.g2.com/compare/cratedb-vs-supabase-supabase) - [Supabase vs TiDB](https://www.g2.com/compare/supabase-supabase-vs-tidb) - [Supabase vs Weaviate](https://www.g2.com/compare/supabase-supabase-vs-weaviate) - [Supabase vs KX](https://www.g2.com/compare/kx-kx-vs-supabase-supabase) - [Supabase vs Qdrant](https://www.g2.com/compare/qdrant-vs-supabase-supabase) ### 10. [Qdrant](https://www.g2.com/products/qdrant/reviews) By Qdrant **Average Rating:** 4.5/5 **Total Reviews:** 12 Qdrant engine is an open-source vector search database. It deploys as an API service providing a search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more. Reviewers say compared to Chroma Vector Database, Qdrant is: - Better at support - Easier to set up - Better at meeting requirements Categories in common with Chroma Vector Database: [Vector Database](https://www.g2.com/categories/vector-database) **Compare:** [Chroma Vector Database vs Qdrant](https://www.g2.com/compare/chroma-vector-database-vs-qdrant) **Compare Qdrant with other alternatives:** - [Qdrant vs Elasticsearch](https://www.g2.com/compare/elastic-elasticsearch-vs-qdrant) - [Qdrant vs SingleStore](https://www.g2.com/compare/qdrant-vs-singlestore) - [Qdrant vs Pinecone](https://www.g2.com/compare/pinecone-vs-qdrant) - [Qdrant vs Zilliz](https://www.g2.com/compare/qdrant-vs-zilliz) - [Qdrant vs CrateDB](https://www.g2.com/compare/cratedb-vs-qdrant) - [Qdrant vs TiDB](https://www.g2.com/compare/qdrant-vs-tidb) - [Qdrant vs Weaviate](https://www.g2.com/compare/qdrant-vs-weaviate) - [Qdrant vs KX](https://www.g2.com/compare/kx-kx-vs-qdrant) - [Qdrant vs Supabase](https://www.g2.com/compare/qdrant-vs-supabase-supabase) ## Explore Articles - [What's the top-rated cloud backup app for IT companies](https://www.g2.com/discussions/what-s-the-top-rated-cloud-backup-app-for-it-companies) - [What is the top-rated remote support platform for enterprises?](https://www.g2.com/discussions/what-is-the-top-rated-remote-support-platform-for-enterprises) - [What is the top-rated vulnerability scanner for large organizations?](https://www.g2.com/discussions/what-is-the-top-rated-vulnerability-scanner-for-large-organizations) - [What is the best platform for creating interactive presentations?](https://www.g2.com/discussions/what-is-the-best-platform-for-creating-interactive-presentations) - [Which is the best CDP tool for app developers](https://www.g2.com/discussions/which-is-the-best-cdp-tool-for-app-developers) - [What is the best software for improving employee engagement in the service sector?](https://www.g2.com/discussions/what-is-the-best-software-for-improving-employee-engagement-in-the-service-sector) ## Spotlight Categories - [Attribution Software](https://www.g2.com/categories/attribution) - [Employee Engagement Software](https://www.g2.com/categories/employee-engagement) - [Employee Intranet Software](https://www.g2.com/categories/employee-intranet)