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Real-time analytics databases

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Oxla

OLAP engine

C++ MPP OLAP engine, now Redpanda SQL: read-only Postgres-dialect queries over Redpanda topics and Iceberg history in BYOC.

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Timeplus

Streaming database

Streaming SQL database with a free Apache 2.0 engine (Proton), a $199/month Cloud plan and self-hosted Enterprise clusters.

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OpenSearch

Search-analytics

Apache 2.0 search, log-analytics and vector engine forked from Elasticsearch, with security, alerting, SQL/PPL and k-NN included free.

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InfluxDB

Time-series

Time-series database for metrics, IoT and observability: SQL and InfluxQL, Python plugins; free Core caps queries, Enterprise compacts.

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Free self-hosted; cloud from $30/month

Tiger Data

Time-series

Tiger Data sells TimescaleDB, a PostgreSQL extension for time-series data, and Tiger Cloud, its managed Postgres service on AWS and Azure.

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QuestDB

Time-series

Open-source time-series database with SQL extensions (SAMPLE BY, ASOF JOIN), fast ingestion and Parquet; Enterprise adds HA and security.

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Kinetica

OLAP engine

GPU- or CPU-accelerated SQL database for real-time geospatial, time-series, graph, vector and Kafka streaming analytics.

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Kyligence

OLAP engine

Commercial OLAP engine built on Apache Kylin, with MDX and cell-level security, plus the Zen metrics platform and Copilot.

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Hydrolix

OLAP engine

Streaming data lake for high-volume log and event data on object storage, queried with ClickHouse SQL and billed per GB ingested.

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Aiven

OLAP engine

Managed open source data platform; Aiven for ClickHouse runs ClickHouse on fixed hourly plans on AWS, GCP or Azure with Kafka and PostgreSQL integrations.

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Altinity

OLAP engine

Managed open-source ClickHouse in Altinity's cloud or your own (BYOC), plus the Kubernetes operator, Stable builds and 24/7 support.

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Databend

OLAP engine

Open-source cloud data warehouse with Snowflake-style warehouses, streams and tasks, per-second billing, and vector and full-text search.

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