# E182: The Rise of ClickHouse

Page: https://stenobird.com/podcast/open-source-startup-podcast/e182-the-rise-of-clickhouse
Text version: https://stenobird.com/podcast/open-source-startup-podcast/e182-the-rise-of-clickhouse.md
Podcast: [Open Source Startup Podcast](https://stenobird.com/podcast/open-source-startup-podcast)
Published: 2025-10-08T21:09:42+00:00
Episode link: https://podcasters.spotify.com/pod/show/ossstartuppodcast/episodes/E182-The-Rise-of-ClickHouse-e3992rl
Audio file: https://anchor.fm/s/3eab794c/podcast/play/109398325/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-9-8%2F3d17188d-b4d6-93d3-1d9a-0e17d50e1cf5.mp3
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JSON: https://stenobird.com/v1/public/podcasts/open-source-startup-podcast/episodes/e182-the-rise-of-clickhouse
Duration seconds: 2822

## Resource

ClickHouse evolved from a Yandex internal tool into a $6B+ powerhouse by leveraging columnar storage for massive-scale analytics. Co-founder Yury Izrailevsky explains how they scaled from open-source roots to a high-performance managed cloud service.

## Highlights
- Main idea: ClickHouse uses columnar storage to achieve superior compression and execution speeds for large-scale analytical workloads
- Practical takeaway: Achieving architectural parity between open-source and cloud versions prevents vendor lock-in and ensures consistent query results
- Failure mode: Neglecting back-office operations like billing and CRM before launch can lead to significant operational friction during rapid growth
- Strategic insight: Building a team of experienced, self-sufficient engineers is more effective for rapid innovation than hiring early-career talent
- Operational lesson: Scaling a managed service requires having sales, marketing, and support functions ready before the product reaches GA

## Topics

ClickHouse, OLAP Databases, Columnar Storage, Open Source Software, Cloud Computing, Data Warehousing, Real-time Analytics, AI Infrastructure

## Chapters
- 1:00 — Origins at Yandex: The history of ClickHouse as an internal project for Yandex Metrica and its transition to open source.
- 4:35 — The Performance Advantage: What makes ClickHouse stand out in the competitive landscape of analytical databases.
- 8:05 — Columnar Architecture: A technical look at how columnar storage improves data compression and query efficiency.
- 14:40 — Managing Rapid Innovation: The challenges of maintaining a monthly release cadence while ensuring commercial-grade stability.
- 18:30 — Cloud Scalability: How the separation of compute and storage enables elastic scaling and cost-efficient idling in the cloud.
- 25:25 — Building High-Velocity Teams: Strategies for recruiting the right talent to execute at a breakneck pace.
- 32:30 — Modern Use Cases: AI and Observability: How industry leaders like OpenAI and Netflix use ClickHouse for massive-scale event processing.

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## Transcript

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