+2%

est. 2Y upside i

DevOps & Infra

Rank

#1985

Sector

Data Observability

Est. Liquidity

~3Y

Data Quality

Data: Low

Low expected upside (~2.1%) and high risk.

Last updated: July 20, 2026

Bull (10%)+180%

Multiple expands to 9x (high end of comps) on AI data governance hype and potential acquisition interest. Revenue stays flat at $7.2M, implying exit valuation of $64.8M. After 20% dilution, net upside cut to 180% (capped at +200%). Probability reduced due to high incumbent threat and negative revenue momentum.

Base (45%)+65%

Multiple converges to 5x (low end of comps) as slow growth persists. Exit valuation $36M, less than total funding, so common upside diluted by 20% to 64.6%. Likely scenario given no growth signal and preference overhang.

Bear (45%)-100%

Multiple compresses to 3x or exit below $73.5M preference stack. Common equity recovers -100% as 1x non-participating preferred absorbs all proceeds. High probability due to incumbents (Datadog, Snowflake) and revenue decline.

Est. time to liquidity~3.0 years

Preference Stack Risk

severe

Funding Intensity

377%

Total funding of $73.5M is 3.77x the $19.5M valuation, so common stock recovers nothing unless exit exceeds $73.5M.

Dilution Risk

high

With $7.2M revenue and likely high burn, additional funding within 24 months is probable, diluting common shares by ~20%.

Secondary Liquidity

none

No secondary market implied; no recent secondary transactions reported.

View all 18 open roles at Bigeye →

Last updated: July 3, 2026

Questions to Ask at the Interview

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

  • 1

    “What is your current ARR growth trajectory and how does it compare to 12 months ago?”

  • 2

    “How do you defend against incumbents like Datadog entering the data observability space?”

  • 3

    “What is the expected timeline to liquidity and how might the preference stack affect common share outcomes?”

Community

Valuation Sentiment

Our model estimates +2% upside. What do you think?

Anonymous. Do not share material non-public information.

Community Discussion

Comments are reviewed before they appear publicly.

0/2000

Loading comments...

Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.