Black Forest Labs

bfl.ai →

-2%

est. 2Y upside i

AI & MLSeries B

We’re the leading frontier AI research lab, continuously building the most advanced technology that shapes the visual understanding of the world. Our team pioneered Stable Diffusion, Stable Video Diffusion, and FLUX.1 – benchmarks in the evolution of generative AI.

Rank

#2980

Sector

Generative AI

Est. Liquidity

~3Y

Data Quality

Data: Medium

The expected upside is ~ -2% over 2 years, reflecting high risk from incumbent competition and a stretched multiple.

Last updated: July 3, 2026

Bull (20%)+68%

Strong growth and category leadership sustain a premium exit multiple of 15x, perhaps via an IPO window. Exit value ~$5.5B.

Base (35%)+12%

Revenue grows to $364M by 2028; multiple normalizes to 10x in line with comps. Exit value ~$3.6B.

Bear (45%)-44%

Intense competition from Big Tech compresses multiple to 5x. Exit value ~$1.8B, significant downside.

Est. time to liquidity~3.0 years

Preference Stack Risk

moderate

Funding Intensity

14%

Total funding of $464M represents 14.3% of entry valuation, so preferred stock has moderate liquidation preference overhang.

Dilution Risk

low

With $464M in total funding (most recent $300M in Dec 2025), runway likely exceeds 2 years, making a near-term raise unlikely.

Secondary Liquidity

none

No secondary market data available; liquidity likely limited until IPO or acquisition.

Other — 19 roles

View all 19 open roles at Black Forest Labs →

Last updated: February 22, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Black Forest Labs differentiate from OpenAI and Midjourney in the long term?”

  • 2

    “What is the path to profitability given high compute costs?”

  • 3

    “How do you think the dual-license model will affect enterprise adoption and margins?”

Community

Valuation Sentiment

Our model estimates -2% 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.