Databricks vs Lightdash

Side-by-side comparison of model-estimated upside.

Databricks

+7%

est. 2Y upside i

AI & MLSeries D+

Rank

#3046

Sector

Enterprise Software / Data & AI

Est. Liquidity

~1Y

Data Quality

Data: High

Databricks is a strong business at a fair-to-full price.

Last updated: March 19, 2026

Lightdash

-11%

est. 2Y upside i

DevOps & InfraSeries A

Rank

#3760

Sector

Business Intelligence, Developer Tools

Est. Liquidity

~5Y

Data Quality

Data: Low

Lightdash is a high-risk equity position with a negative probability-weighted expected return of approximately -11% over a 2-year horizon.

Last updated: May 5, 2026

Note: These companies have different risk levels. Databricks (Moderate Risk) and Lightdash (Higher Risk). A higher expected upside in a higher-risk company comes with greater uncertainty. Compare within the same risk tier for more meaningful evaluation.

Upside Comparison

Expected Upside

Databricks
+7%
Lightdash
-11%

Disclaimer: These rankings are AI-generated estimates and do not constitute financial or career advice. Always conduct your own due diligence.