Weights & Biases
-57%
est. 2Y upside i
Machine learning experiment tracking and model management platform
Rank
#3355
Sector
AI/Machine Learning, Developer Tools
Est. Liquidity
~1Y
Data Quality
Data: MediumJoining post-acquisition W&B offers limited upside for common equity given the 34x revenue multiple paid by CoreWeave.
Last updated: July 19, 2026
AI tailwinds and CoreWeave IPO sustain multiples at 15x revenue. Exit value $1.08B yields -36.5% return for common after $250M preference.
Multiple converges to public comps at 10x revenue. Exit value $720M yields -57.6% as common recovers $470M against $1.45B entry common value.
Multiple compresses to 6x revenue due to competition or slowdown. Exit value $432M, preference takes $250M, common gets $182M for -74.6% loss.
Preference Stack Risk
moderateFunding Intensity
0%Total funding $250M represents 14.7% of acquisition valuation, moderate preference overhang.
Dilution Risk
lowNo anticipated dilutive fundraising within 2 years due to acquisition by CoreWeave.
Secondary Liquidity
noneCompany is acquired; no secondary market for private shares.
Questions to Ask at the Interview
Strategic questions based on Weights & Biases's data — designed to show you've done your homework.
- 1
“How will CoreWeave's acquisition impact W&B's product roadmap and go-to-market strategy?”
- 2
“What is the expected growth trajectory for W&B as a subsidiary, and how does it align with CoreWeave's broader cloud strategy?”
- 3
“What is the liquidity timeline for employee equity post-acquisition, and are there any lockup restrictions?”
Community
Valuation Sentiment
Our model estimates -57% 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.