-73%

est. 2Y upside i

DevOps & InfraAI & MLSeries A

Macroscope superpowers software teams so that everyone has the advantage. Leaders get an accurate birds eye view of how the codebase and product is evolving, on-demand without ever having to interrupt engineers.

Rank

#2168

Sector

Developer Tools, Artificial Intelligence, Software Development Applications

Est. Liquidity

~4Y

Data Quality

Data: Medium

Macroscope presents a risky equity opportunity with a moderate expected upside, primarily due to a high incumbent threat from major tech players like Microsoft and Google actively competing in the AI developer tools space.

Last updated: March 10, 2026

Bull (15%)+300%

Macroscope successfully differentiates its AI-powered codebase understanding from incumbent offerings, securing large enterprise contracts and expanding its usage-based revenue significantly. This leads to a valuation of $1.1B (4x current) by 2028, driven by strong ARR growth and market leadership in a niche.

Base (45%)+75%

Macroscope maintains steady growth within its target market, competing effectively with smaller players but facing pressure from incumbents. It achieves a modest exit or next funding round at a $483M valuation by 2028, representing a solid but not explosive return.

Bear (40%)-85%

Dominant incumbents like Microsoft (GitHub Copilot) integrate similar or superior features, commoditizing Macroscope's core offerings. This leads to stalled growth, a down round, or an acquisition at a significantly reduced valuation, potentially wiping out most common stock value given liquidation preferences.

Est. time to liquidity~4.0 years

Preference Stack Risk

moderate

Funding Intensity

18%

Investors hold $40M in liquidation preferences ahead of common shareholders.

Dilution Risk

high

As a Series A company, Macroscope will likely require additional funding rounds, leading to further dilution for existing equity holders.

Secondary Liquidity

limited

While a secondary market valuation exists, active and broad secondary liquidity for employees is typically limited at this stage.

Engineering — 6 roles

View all 6 open roles at Macroscope →

Last updated: February 22, 2026

Questions to Ask at the Interview

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

  • 1

    “Given the rapid advancements and resource allocation by companies like Microsoft (GitHub Copilot) and Google in AI-powered developer tools, how does Macroscope plan to sustain its competitive differentiation and pricing power over the next 2-3 years?”

  • 2

    “With a hybrid per-developer SaaS and usage-based revenue model, what is Macroscope's strategy for scaling customer acquisition and expanding usage within existing accounts, particularly with larger enterprise clients?”

  • 3

    “As a Series A company with a $276M secondary market valuation, how does Macroscope envision its path to a liquidity event for employees, and what are the key milestones the company aims to achieve in the next 24 months to support that trajectory?”

Community

Valuation Sentiment

Our model estimates -73% 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.