Tech Stack/Backend Stack/ClickHouse
ClickHouse

ClickHouse

Columnar database for blazing-fast analytics at any scale

DatabasesBest for: Analytics, logging, and high-volume time-series dataVisit Website

Overview

ClickHouse stores data in columns rather than rows, which fundamentally changes the performance characteristics for analytical queries. When you run a query that aggregates a single column across millions of rows, ClickHouse reads only that column - not entire rows - resulting in orders-of-magnitude faster queries than row-based databases.

For product analytics, logging, and time-series data, ClickHouse handles volumes that would bring PostgreSQL to its knees. Billions of events, petabytes of logs, and years of time-series data are queryable in seconds without expensive hardware or complex indexing strategies.

The compression ratios are remarkable. Columnar storage with LZ4 or ZSTD compression routinely achieves 10-20x compression, meaning your storage costs are a fraction of what they would be with traditional databases. More data, less cost, faster queries.

Key Features

Columnar Storage

Read only the columns you query for massive speed gains

Real-Time Queries

Aggregate billions of rows in seconds

High Compression

10-20x compression ratios reduce storage costs

SQL Compatible

Standard SQL with analytical extensions

Materialized Views

Pre-aggregate data for instant dashboard queries

Replication

Multi-master replication for high availability

Why We Recommend ClickHouse

When clients need real-time analytics over large datasets - product analytics, log analysis, IoT data - ClickHouse delivers query performance that no row-based database can match at the same cost.