E182: The Rise of ClickHouse

E182: The Rise of ClickHouse

Author: Robby (MTF); Tim (Essence VC) October 9, 2025 Duration: 47:02

In the episode, we sat down with ClickHouse Co-Founder Yury Izrailevsky to unpack how one of the fastest open-source databases in the world became the analytics engine of choice for 2,000 customers including Harvey, Canva, HP, and Supabase. From its Yandex origins to powering AI observability, Yury shares how ClickHouse balances open-source roots, cloud innovation, and a remote-first culture moving at breakneck speed.

ClickHouse's Series C valued the company at $6.35B earlier this year, and just yesterday they announced an extension to that round, just months after it was raised.

In this episode, we dig into:

  • Origins & Founding Story

    • ClickHouse began as an internal project at Yandex to power a Google Analytics–style platform, focused on performance and scale.

    • Open-sourced in 2016 - rapid global adoption laid the foundation for ClickHouse the company.

    • Yury first discovered ClickHouse while at Google; impressed by its speed, he later co-founded the company in 2021 alongside Aaron Katz (ex-Elastic) and the original creator Alexey Milovidov.

  • Why ClickHouse Stands Out

    • Column-oriented, open source OLAP database designed for massive-scale analytical processing.

    • Excels in performance, efficiency, and cost - ideal for large data volumes and real-time analytics (and now AI workloads).

    • Architectural choices:

      • Columnar storage = better compression and faster execution.

      • Separation of compute and storage enables elasticity, scalability, and resilience in the cloud.

  • Open Source vs. Cloud

    • Open-source version offers freedom and flexibility.

    • Cloud product delivers much lower total cost of ownership and fully managed experience.

    • Architectural parity between the two ensuring no vendor lock-in for customers.

    • Customers can run the same queries on both; most stay with cloud due to simplicity and cost efficiency.

  • Use Cases & Ecosystem

    • 4 main use cases:

      1. Real-time analytics

      2. Data Warehousing

      3. Observability

      4. AI / ML Workloads

  • Company Building & Culture

    • Fully remote from day one.

    • Prioritized experienced, self-sufficient engineers over early-career hires.

    • Built and launched GA version in less than a year - insane pace of innovation.

  • Innovation & Community

    • Monthly release cadence.

    • Hundreds of integrations and connectors.

    • Strong open-source and commercial community

  • Advice for Founders

    • Focus on what matters most

    • Hire mature, independent thinkers.

    • Move fast but maintain quality; ClickHouse Cloud achieved production-grade quality in record time.


Building a company around open source software is a unique and often misunderstood path, full of specific challenges and rare opportunities. The Open Source Startup Podcast digs into that journey directly with the people who have navigated it, moving beyond theory to the practical realities shared in conversation. Hosts Robby and Tim bring their distinct perspectives from MTF and Essence VC to these discussions, creating a space where founders speak candidly. You’ll hear from the architects behind names like HashiCorp, MongoDB, and Vercel, as well as leaders from Chronosphere, DBT, and mobile.dev, as they unpack their experiences. This podcast focuses on the pivotal decisions around community building, monetization strategies, and maintaining project ethos under the pressures of scaling a business. Each episode serves as a detailed case study, revealing how these companies turned publicly available code into sustainable, impactful enterprises. The dialogue naturally explores the tensions between open collaboration and commercial needs, offering a real-world blueprint that is both instructive and nuanced. For anyone curious about the intersection of community-driven development and venture-scale growth, this series provides an essential and unfiltered resource.
Author: Language: English Episodes: 50

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