Scale AI vs Labelbox

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

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

Labelbox

-26%

est. 2Y upside i

AI & MLSeries D+

Rank

#2947

Sector

Artificial Intelligence, Data Management

Est. Liquidity

~3Y

Data Quality

Data: Low

The expected equity value is negative (-26%) over 2 years due to stale valuation, high dilution from an anticipated raise, and moderate implied multiple compression.

Last updated: July 19, 2026

Upside Comparison

Expected Upside

Scale AI

-81%

Labelbox

-26%

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