Surge
-38%
est. 2Y upside i
Surge AI is a data labeling and RLHF (Reinforcement Learning from Human Feedback) platform designed to help organizations build and improve machine learning systems through high-quality human-annotated data.
Rank
#3080
Sector
AI, Data & Cloud Infrastructure
Est. Liquidity
~3Y
Data Quality
Data: MediumSurge AI has a strong competitive position and profitability, but the current valuation implies a very high multiple (17x ARR) given modest growth (~12.5% YoY).
Last updated: July 19, 2026
Multiple holds near 15x due to strong IPO window and category leadership, yielding exit value ~$24.6B, a 2.5% upside from entry.
Multiple compresses to 8x (in line with public comps), exit value ~$13.1B, a 45.3% downside.
Multiple collapses to 5x due to competitive pressure or synthetic data disruption, exit value ~$8.2B, a 65.8% downside.
Preference Stack Risk
lowFunding Intensity
420%Total preferred stock of $1B represents 4.2% of current valuation, so preference overhang is low.
Dilution Risk
lowWith $1B cash and profitability, dilution from future rounds is unlikely within 2 years.
Secondary Liquidity
noneNo secondary market transactions reported; liquidity expected at IPO or acquisition.
Questions to Ask at the Interview
Strategic questions based on Surge's data — designed to show you've done your homework.
- 1
“How does Surge AI plan to maintain its moat against synthetic data advances?”
- 2
“What is the customer concentration breakdown and churn rate?”
- 3
“How are you thinking about IPO timing and secondary liquidity for employees?”
Community
Valuation Sentiment
Our model estimates -38% upside. What do you think?
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Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.