Databricks vs Lightdash

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

Databricks

+45%

est. 2Y upside i

AI & ML

Rank

#854

Sector

Data and AI Platform

Est. Liquidity

~2Y

Data Quality

Data: High

The equity offers moderate upside with high risk.

Last updated: July 19, 2026

Lightdash

-11%

est. 2Y upside i

DevOps & InfraSeries A

Rank

#3175

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
+45%
Lightdash
-11%

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