Databricks vs dbt Labs: employee equity compared
Secondary market prices, valuation trajectory, equity structure, and liquidity outlook for employees choosing between Databricks and dbt Labs.
Databricks
Data & AI platform — Delta Lake, MLflow, Unity Catalog, plus the Mosaic foundation-model stack.
IPO highly anticipated, likely 2026–2027 given massive scale. One of the most closely watched pre-IPO names in tech.
Sticky enterprise ARR; ISO/NSO options; IPO imminent when ARR > $1B
dbt Labs
Creator of dbt (data build tool), the open-source SQL transformation layer used by 30,000+ data teams at Airbnb, JetBlue, and GitLab.
IPO possible 2027–2029 once ARR milestones are hit. Strategic M&A also plausible in consolidating sector.
Sticky enterprise ARR; ISO/NSO options; IPO imminent when ARR > $1B
Key differences for employees
Equity structure
Databricks grants ISO/NSO with strike prices ranging from $85–$110 depending on your grant year. dbt Labs grants ISO/NSO with strike prices from $14–$26.
Secondary market premium
The secondary market is pricing Databricks at a +0% premium over its last primary round ($134B → $134B). dbt Labs trades at +2% over its last round ($4.2B → $4.3B). A higher secondary premium signals stronger investor demand and potentially better near-term liquidity for employees looking to sell.
Revenue and growth
Databricks runs at $5.4B ARR, growing +65% YoY (fast). dbt Labs runs at $0.1B ARR, growing +50% YoY (fast). Revenue growth rate matters for equity because it drives the peer-multiple valuation — the method most correlated with exit multiples.
Liquidity timeline
Databricks: IPO highly anticipated, likely 2026–2027 given massive scale. One of the most closely watched pre-IPO names in tech.
dbt Labs: IPO possible 2027–2029 once ARR milestones are hit. Strategic M&A also plausible in consolidating sector.
Calculate your specific grant
Enter your actual shares, equity type, and strike price. PrivatePulse calculates your personal equity value at both companies using 4 independent methods.