The data + AI 'lakehouse' platform racing toward one of tech's biggest IPOs.
Updated · Analysis by Trace Cohen · databricks.com
~$7B equity+debt round, early 2026
~$7B equity+debt round, early 2026
with positive free cash flow
by the creators of Apache Spark
named in the 2026 mega-IPO list
Set in an early-2026 round of roughly $7B in equity and debt. Databricks is frequently named in the 2026 mega-IPO pipeline alongside the frontier AI labs.
Databricks sells a consumption-based data and AI platform — the 'lakehouse' — that unifies data engineering, analytics, and machine learning on one system. Customers pay for compute and platform usage, so revenue scales directly with how much data and AI workload they run.
Its strategic position is being the neutral, multi-cloud place enterprises build and run AI on their own data — competing with Snowflake on data and with the hyperscalers' native AI stacks. Crossing ~$5.4B in annualized revenue with positive free cash flow is what makes it a credible near-term IPO candidate rather than a cash-burning AI bet.
Databricks closed roughly $7B in equity and debt in early 2026 at a ~$134B valuation (some reports put the target as high as $175B). The mix of equity and debt, plus positive free cash flow, reflects a company positioning its balance sheet for a public listing.
The public data-cloud rival; the core lakehouse-vs-warehouse battle.
Hyperscalers' native data + AI services.
Bundled analytics pressuring standalone platforms.
Databricks is the most IPO-ready name on the AI list precisely because it isn't a foundation-model bet — it's picks-and-shovels with real revenue and positive cash flow. In a market where the frontier labs are valued on narrative, Databricks gets valued on multiples. If it prices well, it becomes the template public-market investors use to sanity-check every private AI mark above it.
Databricks is valued at approximately $134 billion following an early-2026 round of about $7 billion in equity and debt; some reports cited a target as high as $175 billion.
Through consumption-based pricing on its data and AI 'lakehouse' platform — customers pay for the compute and platform usage they consume for data engineering, analytics, and machine learning.
Databricks is repeatedly named in the 2026 mega-IPO pipeline. With roughly $5.4 billion in annualized revenue and positive free cash flow, it is one of the most IPO-ready private tech companies, though it has not confirmed a date.
Analysis by Trace Cohen · @Trace_Cohen · t@nyvp.com. Figures are as of the update date; verify before relying on them.