-44%

est. 2Y upside i

Series D+

Rank

#3174

Sector

Enterprise Software / AIOps

Est. Liquidity

~3Y

Data Quality

Data: Low

Given a 27% preference overhang, likely dilutive raise, and high competitive pressure from dominant incumbents, the expected equity value over 2 years is strongly negative (-43.5%).

Last updated: July 3, 2026

Bull (10%)+19%

In a strong IPO market, BigPanda could sustain a 15x revenue multiple on projected $115M revenue, yielding a $1.725B exit. After 20% dilution, net upside for common is 19.1%.

Base (45%)-27%

With public comp multiples at 8-12x, a 10x multiple on $115M revenue gives a $1.15B exit, below the $1.24B entry. After 20% dilution, common stock loses 27.3%.

Bear (45%)-74%

Intensified competition from ServiceNow and Datadog compresses the multiple to 5x, producing a $575M exit. After dilution and preference, common suffers a 73.6% loss.

Est. time to liquidity~3.0 years

Preference Stack Risk

high

Funding Intensity

27%

Total funding $340M represents 27% of current valuation, implying a significant preference overhang.

Dilution Risk

high

Given last round in 2022 and lack of profitability, a down round or bridge is likely, causing 15-25% dilution.

Secondary Liquidity

limited

Secondary trading at same valuation as primary suggests some liquidity for insiders, but volume may be low.

Questions to Ask at the Interview

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

  • 1

    “How does BigPanda plan to differentiate as ServiceNow builds native AIOps?”

  • 2

    “What is the current ARR growth rate and path to profitability?”

  • 3

    “Given the preference stack, what is the liquidation preference and how does it affect common equity?”

Community

Valuation Sentiment

Our model estimates -44% 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.