-53%

est. 2Y upside i

DevOps & InfraSeries B

Framework and platform for building applications powered by language models

Rank

#3737

Sector

Developer Tools

Est. Liquidity

~4Y

Data Quality

Data: Medium

The expected equity upside over 2 years is -53% with likely downside from multiple compression and competitive pressure.

Last updated: July 3, 2026

Bull (20%)+7%

If LangChain sustains leadership and benefits from an IPO window in 2027, revenue could reach $40M with a 25x forward multiple, yielding a 7% gain from the secondary market entry valuation.

Base (35%)-27%

Revenue grows to $40M but multiple compresses to 17x (within public comp range), resulting in a ~27% decline from entry.

Bear (45%)-100%

Incumbent competition from OpenAI and Microsoft erodes market share; revenue growth disappoints and exit multiple falls to 6x, with preferred liquidation preference absorbing all proceeds, leaving common stock worthless.

Est. time to liquidity~4.0 years
Adjusted for competitive dynamics: -57% (raw: -53%, adjustment: -4%)

Preference Stack Risk

high

Funding Intensity

2780%

Total preferred liquidation preference of $260 million represents 27.8% of the secondary market entry valuation, creating significant downside risk for common stockholders.

Dilution Risk

low

With $260M in total funding and a recent Series B round, the company has ample runway and is unlikely to raise additional dilutive capital within 2 years.

Secondary Liquidity

moderate

Listed on pre-IPO platforms (Forge Global, Nasdaq Private Market) with a secondary mark implying $937M valuation, providing some liquidity but limited.

Deployed Engineering — 14 roles

Customer Engineering — 11 roles

People — 5 roles

Marketing — 4 roles

Sales Development Representative — 4 roles

Legal — 1 role

Product — 1 role

Sales Operations — 1 role

View all 75 open roles at LangChain →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does LangChain plan to maintain developer mindshare as OpenAI and Microsoft embed orchestration into their APIs?”

  • 2

    “What is the path to $100M ARR and what unit economics drive that growth?”

  • 3

    “What is the expected timeline to liquidity and how should I value my equity given the secondary market mark?”

Community

Valuation Sentiment

Our model estimates -53% 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.