-26%

est. 2Y upside i

AI & MLSeries D+

Data labeling and annotation platform for training AI models

Rank

#2949

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

Bull (20%)+24%

Revenue reaches $120M; exit multiple expands to 12x due to IPO interest and AI tailwind, offset by 20% dilution.

Base (55%)-24%

Revenue reaches $120M; exit multiple converges to 8x in line with public SaaS comps, dilution 20%.

Bear (25%)-72%

Revenue reaches $120M; exit multiple compresses to 4x due to competition and slowdown, dilution 20%.

Est. time to liquidity~3.0 years
Adjusted for competitive dynamics: -30% (raw: -26%, adjustment: -4%)

Preference Stack Risk

moderate

Funding Intensity

19%

Total funding of $189M represents 18.9% of current valuation, moderate preference overhang but common shareholders still have significant upside before preference.

Dilution Risk

high

Last round was 4.5 years ago; with $50M ARR and likely heavy burn, a new round is probable, diluting existing equity by ~20%.

Secondary Liquidity

none

No secondary trades reported; liquidity likely limited until IPO or acquisition.

Other — 8 roles

View all 8 open roles at Labelbox →

Last updated: March 10, 2026

Questions to Ask at the Interview

Strategic questions based on Labelbox's data — designed to show you've done your homework.

  • 1

    “How does Labelbox plan to achieve profitability given its heavy investment in AI?”

  • 2

    “What is the company's strategy to differentiate from Scale AI and Amazon Ground Truth?”

  • 3

    “Given the stale valuation, how does the company plan to set a new valuation in the next round or IPO?”

Community

Valuation Sentiment

Our model estimates -26% upside. What do you think?

Anonymous. Do not share material non-public information.

Community Discussion

Comments are reviewed before they appear publicly.

0/2000

Loading comments...

Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.