dbt Labs vs Lightdash

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

dbt Labs

+55%

est. 2Y upside i

Rank

#1528

Sector

Data Transformation

Est. Liquidity

~3Y

Data Quality

Data: Medium

dbt Labs: Strong Upside with 55% expected upside.

Last updated: March 22, 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. dbt Labs (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

dbt Labs
+55%
Lightdash
-11%

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