+34%

est. 2Y upside i

DevOps & InfraSeries B

Headless BI and semantic layer platform for data applications

Rank

#1269

Sector

Data Infrastructure

Est. Liquidity

~3Y

Data Quality

Data: Low

Cube offers moderate expected upside (~34%) over 2 years, but risks are high due to critical incumbent competition and lack of recent valuation data.

Last updated: July 3, 2026

Bull (20%)+131%

AI/agentic analytics leadership drives multiple expansion to 15x on $20.1M revenue, yielding $301.5M exit. Net of 20% dilution, upside 131%.

Base (35%)+48%

Revenue grows to $20.1M with multiple converging to 10x, exit at $201M. After 20% dilution, upside 48%.

Bear (45%)-20%

Incumbent competition compresses multiple to 6x, exit at $120.6M. After 20% dilution and preference overhang, common upside -20%.

Est. time to liquidity~3.0 years

Preference Stack Risk

severe

Funding Intensity

40%

Total funding ($48M) represents 40% of estimated valuation, creating significant preferred overhang.

Dilution Risk

high

With $48M total funding and moderate burn, additional raise likely within 2 years, diluting common by ~20%.

Secondary Liquidity

none

No secondary market data available; equity is illiquid until exit.

Sales — 3 roles

AI — 2 roles

Corporate Services — 1 role

Product — 1 role

View all 15 open roles at Cube →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Cube differentiate from Looker and dbt Labs’ semantic layers?”

  • 2

    “What is the company's go-to-market strategy for enterprise vs. open-source?”

  • 3

    “How does the equity structure handle dilution from future funding rounds?”

Community

Valuation Sentiment

Our model estimates +34% 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.