Databases
Database Systems
Relational, document, analytical, vector, and embedded database engines.
Best Database Systems tools by public signals
These picks are computed from scored public evidence. Use the openness column in the ranking to separate OSI-approved, source-available, open-core, proprietary, and unverified-license tools.
Use Case Rankings
Ordered by ToolVitals score, then health, shipping, confidence, GitHub stars, and name.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | Elasticsearch Distributed search and analytics engine with an open-source core and additional license options. | 99 | 99 | Open core | 77.9k | 99 | Active |
| 02 | ClickHouse ClickHouse® is a real-time analytics database management system | 99 | 99 | OSI-approved OSS | 49.9k | 99 | Active |
| 03 | YDB YDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions | 99 | 99 | OSI-approved OSS | 4.8k | 99 | Active |
| 04 | YTsaurus YTsaurus is a scalable and fault-tolerant open-source big data platform. | 99 | 99 | OSI-approved OSS | 2.2k | 99 | Active |
| 05 | DuckDB DuckDB is an analytical in-process SQL database management system | 98 | 99 | OSI-approved OSS | 41.2k | 99 | Active |
| 06 | Turso Turso is an in-process SQL database, compatible with SQLite. | 98 | 98 | OSI-approved OSS | 24.3k | 98 | Active |
| 07 | OpenSearch 🔎 Open source distributed and RESTful search engine. | 98 | 96 | OSI-approved OSS | 13.7k | 97 | Active |
| 08 | Convex The open-source reactive database for app developers | 97 | 98 | OSI-approved OSS | 12.5k | 97 | Active |
| 09 | harper Harper is an open-source Node.js performance platform that unifies database, cache, application, and messaging layers into one in-memory process. | 97 | 98 | OSI-approved OSS | 87 | 97 | Active |
| 10 | Milvus Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search | 97 | 97 | OSI-approved OSS | 46.1k | 97 | Active |
| 11 | RisingWave Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale. | 97 | 97 | OSI-approved OSS | 9.3k | 97 | Active |
| 12 | ParadeDB Simple, Elastic-quality search for Postgres | 97 | 97 | OSI-approved OSS | 9.3k | 97 | Active |
| 13 | HelixDB HelixDB is an OLTP graph-vector database built in Rust. | 97 | 97 | OSI-approved OSS | 5.9k | 97 | Active |
| 14 | Spice.ai A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents. | 97 | 97 | OSI-approved OSS | 3.1k | 97 | Active |
| 15 | Qdrant Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/ | 97 | 96 | OSI-approved OSS | 34.5k | 97 | Active |
| 16 | Dragonfly A modern replacement for Redis and Memcached | 97 | 96 | OSI-approved OSS | 31.5k | 97 | Active |
| 17 | StarRocks The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project. | 97 | 96 | OSI-approved OSS | 12.1k | 97 | Active |
| 18 | arcadedb ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings. | 96 | 98 | OSI-approved OSS | 1.2k | 97 | Active |
| 19 | Valkey A flexible distributed key-value database that is optimized for caching and other realtime workloads. | 97 | 96 | OSI-approved OSS | 27.2k | 96 | Active |
| 20 | SpacetimeDB Development at the speed of light | 97 | 96 | OSI-approved OSS | 25.2k | 96 | Active |
| 21 | Trino Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io) | 97 | 96 | OSI-approved OSS | 13.2k | 96 | Active |
| 22 | LadybugDB LadybugDB a graph database | 97 | 96 | OSI-approved OSS | 1.7k | 96 | Active |
| 23 | RxDB A fast, local first, reactive Database for JavaScript Applications https://rxdb.info/ | 96 | 96 | OSI-approved OSS | 23.4k | 96 | Active |
| 24 | Manticore Search Search engine and full-text search database. | 96 | 96 | OSI-approved OSS | 12k | 96 | Active |
| 25 | CrateDB CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene. | 96 | 96 | OSI-approved OSS | 4.4k | 96 | Active |
| 26 | Rayforce SIMD-accelerated columnar database for analytics. | 96 | 96 | OSI-approved OSS | 267 | 96 | Active |
| 27 | TDengine High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios | 96 | 95 | OSI-approved OSS | 25.1k | 96 | Active |
| 28 | QuestDB QuestDB is a high performance, open-source, time-series database | 96 | 95 | OSI-approved OSS | 17.3k | 96 | Active |
| 29 | MariaDB Community-developed open-source relational database server derived from MySQL. | 96 | 95 | OSI-approved OSS | 8.2k | 96 | Active |
| 30 | TiDB TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling. | 96 | 94 | OSI-approved OSS | 40.5k | 96 | Active |
| 31 | DXOS TypeScript implementation of the DXOS protocols, SDK, toolchain and Composer. | 95 | 97 | OSI-approved OSS | 520 | 96 | Active |
| 32 | XTDB An immutable SQL database for application development, time-travel reporting and data compliance. Developed by @juxt | 95 | 96 | OSI-approved OSS | 3.1k | 96 | Active |
| 33 | etcd Distributed reliable key-value store for the most critical data of a distributed system | 96 | 94 | OSI-approved OSS | 52.3k | 95 | Active |
| 34 | Infinispan Infinispan is an open source data grid platform and highly scalable NoSQL cloud data store. | 96 | 94 | OSI-approved OSS | 1.4k | 95 | Active |
| 35 | Xata Open source, cloud native, Postgres platform with copy-on-write branching and scale-to-zero | 95 | 94 | OSI-approved OSS | 1.1k | 95 | Active |
| 36 | SereneDB The First Distributed Real-Time Search Analytics Database | 95 | 94 | OSI-approved OSS | 734 | 95 | Active |
| 37 | Electric SQL Read-path sync engine for Postgres that handles partial replication, data delivery and fan-out. | 94 | 93 | OSI-approved OSS | 10.4k | 94 | Active |
| 38 | S2 Durable Streams API | 94 | 93 | OSI-approved OSS | 736 | 94 | Active |
| 39 | PowerSync SDK that enables local-first and real-time reactive apps with embedded SQLite for JavaScript clients, including React Native and Web | 94 | 92 | OSI-approved OSS | 721 | 94 | Active |
| 40 | Sonic 🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM. | 92 | 95 | OSI-approved OSS | 21.3k | 93 | Active |
| 41 | MySQL Open-source relational database server and MySQL Cluster codebase. | 92 | 87 | Open core | 12.4k | 90 | Active |
| 42 | PocketBase Open Source realtime backend in 1 file | 86 | 92 | OSI-approved OSS | 61k | 88 | Active |
| 43 | SQLite Embedded SQL database engine distributed as public-domain source. | 89 | 85 | Public-domain source | 10.5k | 87 | Active |
| 44 | data-api-builder Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores. | 88 | 80 | OSI-approved OSS | 1.5k | 85 | Active |
| 45 | PgLite Embeddable Postgres with real-time, reactive bindings. | 85 | 82 | OSI-approved OSS | 16k | 84 | Active |
| 46 | YantrikDB Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster. | 83 | 86 | OSI-approved OSS | 172 | 84 | Active |
| 47 | Apache AGE Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL. | 84 | 79 | OSI-approved OSS | 4.8k | 82 | Active |
| 48 | Typesense Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences | 75 | 60 | OSI-approved OSS | 26.6k | 69 | Active |
| 49 | Neo4j Graph database platform | 72 | 48 | OSI-approved OSS | 17.2k | 63 | Warning |
| 50 | OpenMLDB Open-source machine learning database for consistent features across training and inference. | 69 | 54 | OSI-approved OSS | 1.7k | 63 | Warning |
| 51 | TerminusDB TerminusDB is a distributed, collaborative database designed for building, sharing, versioning, and reasoning on structured data. | 72 | 47 | OSI-approved OSS | 3.4k | 62 | Warning |
| 52 | InfluxDB Scalable datastore for metrics, events, and real-time analytics | 70 | 49 | OSI-approved OSS | 31.7k | 61 | Warning |
| 53 | Marmot A distributed SQLite server with MySQL wire compatible interface | 65 | 49 | OSI-approved OSS | 2.8k | 58 | Warning |
| 54 | OpenData Collection of open source databases built on a common storage foundation. | 60 | 42 | OSI-approved OSS | 517 | 53 | Warning |
| 55 | Zinc Labs Cloud native full text search | 57 | 38 | OSI-approved OSS | 17.9k | 49 | Warning |
| 56 | AceBase Backend server with REST APIs for core backend needs. | 48 | 38 | OSI-approved OSS | 524 | 44 | Critical |
| 57 | Nile PostgreSQL reengineered for multi-tenant apps | 52 | 29 | OSI-approved OSS | 1.1k | 42 | Warning |
| 58 | Neon Serverless Postgres database | 48 | 27 | OSI-approved OSS | 23.1k | 40 | Critical |
| 59 | PlanetScale Serverless MySQL platform | 34 | 0 | OSI-approved OSS | 302 | 20 | Critical |
| 60 | slothdb Embedded SQL OLAP in C++. Live views that re-parse only the bytes your CSVs grew by. Reads Parquet/CSV/JSON/Avro/Arrow/SQLite natively. 3.9Ă— DuckDB on a 5-query warm batch. MIT. | 19 | 5 | OSI-approved OSS | 414 | 13 | Critical |
| 61 | GridDB GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy. | 10 | 2 | OSI-approved OSS | 2.5k | 7 | Critical |
Not Scored
Tracked for context, but excluded from rankings because comparable open/source-visible evidence is unavailable.
ArangoDB
Graph database and document store
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.CockroachDB
CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Databend
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.DroneDB Registry
Open-source geospatial data storage platform.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.HASH
Open-source multi-tenant platform for self-building knowledge graphs and simulation.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Memgraph
In-memory graph database
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.redis
For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Redpanda
Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.SeMI
Real-time vector search engine
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.SurrealDB
A scalable, distributed, collaborative, document-graph database, for the realtime web
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.TimescaleDB
A time-series database for high-performance real-time analytics packaged as a Postgres extension
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.YugabyteDB
YugabyteDB - the cloud native distributed SQL database for mission-critical applications.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.