ClickHouse, one of the leading platforms in the areas of real-time data warehousing, observability, and AI/ML, has made a huge announcement about the growth in its partnership with Google Cloud at the Google Next ’26 event. This milestone will see the achievement of four key technical innovations by the platform; these include native integration with Google Cloud Lakehouse, BYOC support for Google Cloud, adoption of high-performance Axion Arm processor chips from Google, and integration of ClickHouse MCP Server with Google Antigravity.
All these changes are meant to facilitate better interoperability with the modern data stack in an effort to enable data-driven companies to deploy ClickHouse in a secure manner, improve query speeds, and optimize costs for all global clients.
The new developments confirm the growing presence of ClickHouse in the Google Cloud platform since many companies currently use ClickHouse Cloud for managing their real-time business intelligence, AI/ML, and other analytic workloads.
Seamless Analytics via Google Cloud Lakehouse Integration
With the new integration between native integration and Google Cloud Lakehouse, it becomes possible for users to execute queries on data lakes as well as ClickHouse databases at once. There will be no requirement to duplicate data, create ETL pipelines, and manage other infrastructures. Users will be able to access sub-second performance on Lakehouse tables along with existing operations.
For businesses managing large volumes of structured and unstructured data stored in Google Cloud Storage, the new integration makes things easier. The organization will be able to use the speed of ClickHouse for its entire data pool, cutting down the time from data loading to insights while reducing costs.
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Enhanced Control with Bring Your Own Cloud (BYOC)
The BYOC (Bring Your Own Cloud) deployment model of ClickHouse is now available for Google Cloud customers. Through this approach, companies can run ClickHouse Cloud right inside their own Google Cloud Virtual Private Cloud (VPC), blending the ease of a fully managed service with full control over their data environment. Essentially, with the BYOC approach, any sensitive data is kept within the customer’s boundary, thereby the customer benefits from maintaining the IAM policies, network security, and encryption protocols they had previously. On the other hand, ClickHouse deals with the operational aspects such as automatic provisioning, scaling and monitoring. Thanks to this, entities having strict compliance or data residency standards are able to utilize ClickHouse Cloud without any compromise.
Accelerated Performance on Google Axion Processors
In an effort to enhance performance and pricing efficiencies, ClickHouse Cloud on Google Cloud plans to adopt the custom-built Google Axion chips, which are Arm-based CPUs optimized for compute-intensive data processing jobs. The new development is anticipated to offer impressive gains in terms of performance and efficiency for the customer’s queries and enable users to scale their analytical workloads without making any modifications to their existing applications.
Initial benchmark results demonstrate significant gains in terms of throughput and latency in real-time analytics with Axions. The upgrade process will be automated for ClickHouse Cloud’s users on Google Cloud, thereby ensuring uninterrupted performance as the world’s most efficient real-time analytical database.
Empowering Developers: MCP Server and Google Antigravity
Building on its dedication to enhancing the developer experience, the ClickHouse MCP server has now expanded its capabilities to work seamlessly with AI-based integrated development environments like Google Antigravity. The partnership brings some interesting innovations, among which is the “Comment on Artifacts” feature.
