+22%

est. 2Y upside i

AI & MLDevOps & InfraMedia & Comms

ComfyUI is building foundational open source software for the visual AI space. We make tools for the artist of the future: a human equipped with AI who can be an order of magnitude more productive than before. We unlock animators, creative directors, and startups to use AI without paying money to large closed AI companies. Our team comes from Stability AI and Google many contributed to the ComfyUI ecosystem way before working here.

Rank

#3055

Sector

Generative AI, Developer Tools, Multimedia and Design Software

Est. Liquidity

~4Y

Data Quality

Data: Medium

Comfy operates in the rapidly growing generative AI sector with a strong open-source community and a promising hybrid monetization model.

Last updated: March 10, 2026

Bull (10%)+350%

Comfy successfully scales its managed cloud hosting and enterprise API services, capturing significant market share from competitors like RunComfy and fal.ai. The robust community and custom node ecosystem drive strong network effects, pushing revenue to $50M+ by 2028 and justifying a $450M valuation at a 9x revenue multiple, well above the assumed current $100M valuation.

Base (45%)+50%

Comfy continues to grow its user base and community, but monetization through cloud hosting and enterprise features faces stiff competition from incumbents and well-funded startups. Revenue grows steadily to $20M by 2028, leading to a modest $150M valuation, representing a 7.5x revenue multiple, slightly above the assumed current $100M valuation.

Bear (45%)-80%

Major incumbents like Google or OpenAI launch more comprehensive, free, or deeply integrated generative AI workflow tools, commoditizing Comfy's core offering. Enterprise adoption stalls due to security concerns or lack of advanced features, leading to a down round that values the company at $20M, wiping out most common stock value given the $19M in liquidation preferences.

Est. time to liquidity~4.0 years

Preference Stack Risk

high

Investors hold $19M in liquidation preferences. In an exit at the assumed current valuation of $100M, common stock holders would receive $81M. However, in a bear case exit at $20M, common stock holders would only receive $1M after investor preferences are paid.

Dilution Risk

moderate

As a pre-profitability Series A company, Comfy will likely require additional funding rounds, which will lead to further dilution for existing equity holders.

Secondary Liquidity

none

There is no indication of an active secondary market or tender offers for Comfy's equity at this early stage.

View all 19 open roles at Comfy →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “Given the strong presence of major tech companies like Google and Microsoft in generative AI and cloud inference, how does Comfy plan to differentiate its managed cloud hosting and API services to compete effectively, especially considering its open-source core?”

  • 2

    “With the core software being free, what specific milestones or metrics is Comfy tracking to demonstrate the scalability and profitability of its hybrid revenue model, particularly concerning enterprise adoption and API usage fees?”

  • 3

    “As an early-stage company that has raised $19M and is not yet profitable, what is the anticipated timeline for future funding rounds or a liquidity event, and how does the company plan to manage potential dilution for common stock holders?”

Community

Valuation Sentiment

Our model estimates +22% 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.