DATABRICKS CEO ALI GHODSI: A Costly AI Training Foray, Sidestepping the Model Wars & the Push to Kill Tokenmaxxing Bloat
Databricks just shipped products to take on ClickHouse, Splunk, and Oracle. Here's why that matters for AI infrastructure.

Why it matters
Databricks is pivoting from a pure data platform play into competitive product releases against established enterprise incumbents, signaling a shift in how AI infrastructure companies are commoditizing analytics workloads rather than building foundational models.
The key facts
8 to knowDatabricks releasing products competing with ClickHouse, Splunk, and Oracle
CEO Ali Ghodsi commentary on AI training costs and model economics
Strategic shift away from pure model development toward application-layer infrastructure
Databricks releases products competing with ClickHouse, Splunk, and Oracle
CEO Ali Ghodsi explicitly avoiding model wars competition
Focus on 'tokenmaxxing bloat' reduction suggests efficiency-first approach
Strategic positioning in data infrastructure vs. frontier model development
Enterprise data platform consolidation play
Go to the source
Newcomer (VC)newcomer.co
Publisher excerpt: Databricks releases products to compete with ClickHouse, Splunk & Oracle