LiquidMetal AI

liquidmetal.ai →

-81%

est. 2Y upside i

AI & ML

Seaplane is a Sequoia-backed company since 2020.

Rank

#3815

Sector

AI Developer Tools

Est. Liquidity

~3Y

Data Quality

Data: Low

LiquidMetal AI operates in a rapidly expanding AI developer tools market with a strong gross margin (~75%) and notable customer wins like AMD and Vultr.

Last updated: March 10, 2026

Bull (10%)+200%

LiquidMetal AI's lightweight foundation models ('Nanos') gain significant traction for on-device and private enterprise use cases, capturing a niche market from larger cloud providers due to cost-effectiveness and data privacy. Strategic partnerships with major hardware vendors like AMD expand market reach, pushing revenue to $500M+ by 2028 and justifying a $6B valuation at a 12x multiple, a 3x return on current valuation.

Base (45%)+25%

LiquidMetal AI continues to grow its customer base with its AI platform and intelligent primitives, maintaining a strong gross margin. However, intense competition from incumbents like Google, Microsoft, and OpenAI limits market share expansion and pricing power. Revenue grows steadily to $200M by 2028, leading to a modest valuation increase to $2.5B, a 1.25x return.

Bear (45%)-60%

Dominant incumbents like Google and Microsoft integrate similar 'lightweight' AI capabilities directly into their cloud offerings, commoditizing LiquidMetal AI's core value proposition. This leads to slower-than-expected customer acquisition and pricing pressure. The company struggles to differentiate, resulting in a down round or acquisition at a significantly reduced valuation of $800M, wiping out most common stock value.

Est. time to liquidity~3.0 years

Preference Stack Risk

moderate

Investors hold $250M in liquidation preferences ahead of common stock, representing 12.5% of the current $2B valuation.

Dilution Risk

moderate

As a Series C+ company, further funding rounds are likely, which could lead to additional dilution for existing equity holders.

Secondary Liquidity

none

There is no indication of active secondary markets or tender offers for LiquidMetal AI's private shares.

Questions to Ask at the Interview

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

  • 1

    “Given the intense competition from hyperscalers and large foundation model companies like OpenAI, how does LiquidMetal AI plan to sustain its competitive moat and pricing power in the long term, especially for its 'Nanos' and on-premise solutions?”

  • 2

    “With the recent $250M funding round and a $2B valuation, what are the key milestones and growth targets LiquidMetal AI aims to achieve over the next 18-24 months to justify further valuation increases?”

  • 3

    “Considering the company's stage and the competitive landscape, what is the most realistic timeline and preferred exit strategy (e.g., IPO, acquisition) the leadership team envisions for employees to realize liquidity on their equity?”

Community

Valuation Sentiment

Our model estimates -81% 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.