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
01Elasticsearch
Distributed search and analytics engine with an open-source core and additional license options.
9999Open core77.9k99Active
02ClickHouse
ClickHouse® is a real-time analytics database management system
9999OSI-approved OSS49.9k99Active
03YDB
YDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions
9999OSI-approved OSS4.8k99Active
04YTsaurus
YTsaurus is a scalable and fault-tolerant open-source big data platform.
9999OSI-approved OSS2.2k99Active
05DuckDB
DuckDB is an analytical in-process SQL database management system
9899OSI-approved OSS41.2k99Active
06Turso
Turso is an in-process SQL database, compatible with SQLite.
9898OSI-approved OSS24.3k98Active
07OpenSearch
🔎 Open source distributed and RESTful search engine.
9896OSI-approved OSS13.7k97Active
08Convex
The open-source reactive database for app developers
9798OSI-approved OSS12.5k97Active
09harper
Harper is an open-source Node.js performance platform that unifies database, cache, application, and messaging layers into one in-memory process.
9798OSI-approved OSS8797Active
10Milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
9797OSI-approved OSS46.1k97Active
11RisingWave
Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale.
9797OSI-approved OSS9.3k97Active
12ParadeDB
Simple, Elastic-quality search for Postgres
9797OSI-approved OSS9.3k97Active
13HelixDB
HelixDB is an OLTP graph-vector database built in Rust.
9797OSI-approved OSS5.9k97Active
14Spice.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
15Qdrant
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/
9796OSI-approved OSS34.5k97Active
16Dragonfly
A modern replacement for Redis and Memcached
9796OSI-approved OSS31.5k97Active
17StarRocks
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.
9796OSI-approved OSS12.1k97Active
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.
9698OSI-approved OSS1.2k97Active
19Valkey
A flexible distributed key-value database that is optimized for caching and other realtime workloads.
9796OSI-approved OSS27.2k96Active
20SpacetimeDB
Development at the speed of light
9796OSI-approved OSS25.2k96Active
21Trino
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
9796OSI-approved OSS13.2k96Active
22LadybugDB
LadybugDB a graph database
9796OSI-approved OSS1.7k96Active
23RxDB
A fast, local first, reactive Database for JavaScript Applications https://rxdb.info/
9696OSI-approved OSS23.4k96Active
24Manticore Search
Search engine and full-text search database.
9696OSI-approved OSS12k96Active
25CrateDB
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.
9696OSI-approved OSS4.4k96Active
26Rayforce
SIMD-accelerated columnar database for analytics.
9696OSI-approved OSS26796Active
27TDengine
High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios
9695OSI-approved OSS25.1k96Active
28QuestDB
QuestDB is a high performance, open-source, time-series database
9695OSI-approved OSS17.3k96Active
29MariaDB
Community-developed open-source relational database server derived from MySQL.
9695OSI-approved OSS8.2k96Active
30TiDB
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.
9694OSI-approved OSS40.5k96Active
31DXOS
TypeScript implementation of the DXOS protocols, SDK, toolchain and Composer.
9597OSI-approved OSS52096Active
32XTDB
An immutable SQL database for application development, time-travel reporting and data compliance. Developed by @juxt
9596OSI-approved OSS3.1k96Active
33etcd
Distributed reliable key-value store for the most critical data of a distributed system
9694OSI-approved OSS52.3k95Active
34Infinispan
Infinispan is an open source data grid platform and highly scalable NoSQL cloud data store.
9694OSI-approved OSS1.4k95Active
35Xata
Open source, cloud native, Postgres platform with copy-on-write branching and scale-to-zero
9594OSI-approved OSS1.1k95Active
36SereneDB
The First Distributed Real-Time Search Analytics Database
9594OSI-approved OSS73495Active
37Electric SQL
Read-path sync engine for Postgres that handles partial replication, data delivery and fan-out.
9493OSI-approved OSS10.4k94Active
38S2
Durable Streams API
9493OSI-approved OSS73694Active
39PowerSync
SDK that enables local-first and real-time reactive apps with embedded SQLite for JavaScript clients, including React Native and Web
9492OSI-approved OSS72194Active
40Sonic
🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
9295OSI-approved OSS21.3k93Active
41MySQL
Open-source relational database server and MySQL Cluster codebase.
9287Open core12.4k90Active
42PocketBase
Open Source realtime backend in 1 file
8692OSI-approved OSS61k88Active
43SQLite
Embedded SQL database engine distributed as public-domain source.
8985Public-domain source10.5k87Active
44data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
8880OSI-approved OSS1.5k85Active
45PgLite
Embeddable Postgres with real-time, reactive bindings.
8582OSI-approved OSS16k84Active
46YantrikDB
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.
8386OSI-approved OSS17284Active
47Apache AGE
Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.
8479OSI-approved OSS4.8k82Active
48Typesense
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
7560OSI-approved OSS26.6k69Active
49Neo4j
Graph database platform
7248OSI-approved OSS17.2k63Warning
50OpenMLDB
Open-source machine learning database for consistent features across training and inference.
6954OSI-approved OSS1.7k63Warning
51TerminusDB
TerminusDB is a distributed, collaborative database designed for building, sharing, versioning, and reasoning on structured data.
7247OSI-approved OSS3.4k62Warning
52InfluxDB
Scalable datastore for metrics, events, and real-time analytics
7049OSI-approved OSS31.7k61Warning
53Marmot
A distributed SQLite server with MySQL wire compatible interface
6549OSI-approved OSS2.8k58Warning
54OpenData
Collection of open source databases built on a common storage foundation.
6042OSI-approved OSS51753Warning
55Zinc Labs
Cloud native full text search
5738OSI-approved OSS17.9k49Warning
56AceBase
Backend server with REST APIs for core backend needs.
4838OSI-approved OSS52444Critical
57Nile
PostgreSQL reengineered for multi-tenant apps
5229OSI-approved OSS1.1k42Warning
58Neon
Serverless Postgres database
4827OSI-approved OSS23.1k40Critical
59PlanetScale
Serverless MySQL platform
340OSI-approved OSS30220Critical
60slothdb
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.
195OSI-approved OSS41413Critical
61GridDB
GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.
102OSI-approved OSS2.5k7Critical

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.