Databricks vs Scale AI

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

Databricks

+45%

est. 2Y upside i

AI & ML

Rank

#834

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

Scale AI

-81%

est. 2Y upside i

AI & MLSeries D+

Rank

#3593

Sector

AI Infrastructure

Est. Liquidity

~3Y

Data Quality

Data: Medium

Common equity in Scale AI faces severe preference overhang ($15.9B vs $29B valuation) and low growth (14.5%), leading to a negative expected upside of -81% over 2 years.

Last updated: July 19, 2026

Note: These companies have different risk levels. Databricks (Moderate Risk) and Scale AI (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

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