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.

#ToolHealthShippingOpennessStarsScoreStatus
01ClickHouse
ClickHouse® is a real-time analytics database management system
9999OSI-approved OSS50.7k99Active
02Elasticsearch
Distributed search and analytics engine with an open-source core and additional license options.
9898Open core78.4k98Active
03YTsaurus
YTsaurus is a scalable and fault-tolerant open-source big data platform.
9898OSI-approved OSS2.3k98Active
04Turso
Turso is an in-process SQL database, compatible with SQLite.
9798OSI-approved OSS25.1k98Active
05DuckDB
DuckDB is an analytical in-process SQL database management system
9797OSI-approved OSS42.7k97Active
06Spice.ai
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
9797OSI-approved OSS3.1k97Active
07harper
Harper is an open-source Node.js performance platform that unifies database, cache, application, and messaging layers into one in-memory process.
9797OSI-approved OSS9097Active
08Milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
9796OSI-approved OSS46.5k97Active
09ParadeDB
Simple, Elastic-quality search for Postgres
9796OSI-approved OSS9.5k97Active
10Databend
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
9796OSI-approved OSS9.5k96Active
11Valkey
A flexible distributed key-value database that is optimized for caching and other realtime workloads.
9795OSI-approved OSS27.6k96Active
12YDB
YDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions
9795OSI-approved OSS4.8k96Active
13DXOS
TypeScript implementation of the DXOS protocols, SDK, toolchain and Composer.
9697OSI-approved OSS53196Active
14LadybugDB
LadybugDB a graph database
9696OSI-approved OSS1.9k96Active
15Rayforce
SIMD-accelerated columnar database for analytics.
9696OSI-approved OSS27796Active
16SpacetimeDB
Development at the speed of light
9695OSI-approved OSS25.4k96Active
17TDengine
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
9695OSI-approved OSS25.2k96Active
18arcadedb
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.
9695OSI-approved OSS1.2k96Active
19SereneDB
The First Distributed Real-Time Search Analytics Database
9695OSI-approved OSS95496Active
20etcd
Distributed reliable key-value store for the most critical data of a distributed system
9694OSI-approved OSS52.4k95Active
21Qdrant
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/
9694OSI-approved OSS35.3k95Active
22Dragonfly
A modern replacement for Redis and Memcached
9694OSI-approved OSS31.8k95Active
23StarRocks
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.
9694OSI-approved OSS12.2k95Active
24RisingWave
Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale.
9694OSI-approved OSS9.4k95Active
25MariaDB
Community-developed open-source relational database server derived from MySQL.
9694OSI-approved OSS8.5k95Active
26CrateDB
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.
9694OSI-approved OSS4.4k95Active
27PowerSync
SDK that enables local-first and real-time reactive apps with embedded SQLite for JavaScript clients, including React Native and Web
9694OSI-approved OSS73695Active
28OpenSearch
🔎 Open source distributed and RESTful search engine.
9693OSI-approved OSS13.9k95Active
29Trino
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
9693OSI-approved OSS13.4k95Active
30XTDB
An immutable SQL database for application development, time-travel reporting and data compliance. Developed by @juxt
9595OSI-approved OSS3.1k95Active
31Infinispan
Infinispan is an open source data grid platform and highly scalable NoSQL cloud data store.
9593OSI-approved OSS1.4k94Active
32TiDB
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.
9592OSI-approved OSS40.7k94Active
33RxDB
A fast, local first, reactive Database for JavaScript Applications https://rxdb.info/
9493OSI-approved OSS23.4k94Active
34Neo4j
Graph database platform
9493OSI-approved OSS17.4k94Active
35HelixDB
HelixDB is an OLTP graph-vector database built in Rust.
9396OSI-approved OSS6.2k94Active
36Manticore Search
Search engine and full-text search database.
9492OSI-approved OSS12.1k93Active
37QuestDB
QuestDB is a high performance, open-source, time-series database
9491OSI-approved OSS17.5k93Active
38Sonic
🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
9393OSI-approved OSS21.4k93Active
39Xata
Open source, cloud native, Postgres platform with copy-on-write branching and scale-to-zero
9392OSI-approved OSS1.1k93Active
40S2
Durable Streams API
9490OSI-approved OSS78792Active
41TerminusDB
TerminusDB is a distributed, collaborative database designed for building, sharing, versioning, and reasoning on structured data.
9390OSI-approved OSS3.5k91Active
42PgLite
Embeddable Postgres with real-time, reactive bindings.
9287OSI-approved OSS16.2k90Active
43SQLite
Embedded SQL database engine distributed as public-domain source.
8986Public-domain source10.9k88Active
44Typesense
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
8881OSI-approved OSS27.1k85Active
45Electric SQL
Read-path sync engine for Postgres that handles partial replication, data delivery and fan-out.
8380OSI-approved OSS10.4k82Active
46data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
8675OSI-approved OSS1.5k81Active
47MySQL
Open-source relational database server and MySQL Cluster codebase.
8573Open core12.5k80Active
48YantrikDB
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.
8080OSI-approved OSS17780Active
49Apache AGE
Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.
8275OSI-approved OSS4.9k79Active
50InfluxDB
Scalable datastore for metrics, events, and real-time analytics
6644OSI-approved OSS31.8k57Warning
51Marmot
A distributed SQLite server with MySQL wire compatible interface
6048OSI-approved OSS2.8k55Warning
52CnosDB
A cloud-native open source distributed time series database with high performance, high compression ratio and high availability.
6041OSI-approved OSS1.8k52Warning
53AceBase
Backend server with REST APIs for core backend needs.
6039OSI-approved OSS52551Warning
54Zinc Labs
Cloud native full text search
5033OSI-approved OSS17.9k43Critical
55OpenMLDB
Open-source machine learning database for consistent features across training and inference.
5222OSI-approved OSS1.7k40Warning
56Nile
PostgreSQL reengineered for multi-tenant apps
5018OSI-approved OSS1.1k37Critical
57Neon
Serverless Postgres database
3516OSI-approved OSS23.3k28Critical
58PlanetScale
Serverless MySQL platform
340OSI-approved OSS30520Critical
59Epsilla
Epsilla is a high performance Vector Database Management System
290OSI-approved OSS87417Critical
60OpenData
Collection of open source databases built on a common storage foundation.
215OSI-approved OSS54115Critical
61slothdb
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.
133OSI-approved OSS4129Critical

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.

Convex

The open-source reactive database for app developers

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.