+61%

est. 2Y upside i

AI & MLSeries D+

GPU cloud and workstation provider for AI and deep learning

Rank

#736

Sector

AI Cloud Infrastructure / GPU Computing

Est. Liquidity

~1Y

Data Quality

Data: Medium

Lambda offers substantial upside over 2 years, with a probability-weighted upside of ~61%.

Last updated: July 19, 2026

Bull (20%)+80%

IPO in H2 2026 drives multiple expansion to 15x forward revenue, yielding 2.4x total return; net of 20% dilution, 80% upside for common.

Base (35%)+107%

Steady growth with multiple converging to 10x forward revenue; ~2x return before dilution, net 107% upside.

Bear (45%)+16%

Multiple compresses to 6x due to incumbent competition, yielding 36% return before dilution; net 16% upside.

Est. time to liquidity~1.0 years
Adjusted for competitive dynamics: 69% (raw: 61%, adjustment: +8%)

Preference Stack Risk

high

Funding Intensity

27%

Total preferred funding of $2.44B represents 27% of entry valuation, giving preference holders priority over common.

Dilution Risk

high

Planned IPO in H2 2026 will likely issue new shares, diluting existing equity holders by ~20%.

Secondary Liquidity

moderate

Secondary market transaction implied a $9B valuation, indicating some liquidity for pre-IPO employees.

Engineering — 8 roles

G&A — 8 roles

Operations — 2 roles

Data Center Infrastructure — 1 role

View all 19 open roles at Lambda →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Lambda differentiate from AWS, Azure, and GCP in terms of GPU pricing and developer experience?”

  • 2

    “What is the margin structure and how does it scale with increased capacity?”

  • 3

    “What is the expected dilution from the upcoming IPO and how does it affect employee equity value?”

Community

Valuation Sentiment

Our model estimates +61% 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.