Top rated database engines — October 2026

Relational, document, analytical and everything between: where your data lives.

October 2026 — not enough votes for a ranking yet

• Aerospike
• Amazon Aurora
• Amazon DynamoDB
• Amazon Redshift
• Apache Cassandra
• Apache CouchDB
• Apache Druid
• Apache HBase
• Apache Hive
• Apache Solr
• Apache Spark SQL
• ArangoDB
• Azure Cosmos DB
• Chroma
• ClickHouse
• Cloud Firestore
• CockroachDB
• Couchbase
• Databricks
• DuckDB
• Elasticsearch
• Firebase Realtime Database
• Firebird
• Google BigQuery
• Google Cloud Spanner
• H2 Database
• Hazelcast
• IBM Db2
• InfluxDB
• MariaDB
• Memcached
• Microsoft Access
• Microsoft SQL Server
• Milvus
• MongoDB
• MySQL
• Neo4j
• OpenSearch
• Oracle Database
• Pinecone
• PostgreSQL
• Prometheus
• Qdrant
• QuestDB
• Redis
• RocksDB
• SAP HANA
• SQLite
• ScyllaDB
• SingleStore
• Snowflake
• Teradata
• TiDB
• TimescaleDB
• Trino
• Valkey
• Weaviate
• YugabyteDB
• etcd