Lightdash vs Preset

Side-by-side comparison of model-estimated upside.

Lightdash

+4%

est. 2Y upside i

Data & AnalyticsDevOps & InfraSeries A

Rank

#3940

Sector

Business Intelligence, Data Analytics, Developer Tools

Est. Liquidity

~4Y

Data Quality

Data: Medium

Lightdash presents a risky equity opportunity for a job seeker.

Last updated: March 10, 2026

Preset

-17%

est. 2Y upside i

Data & AnalyticsSeries C

Rank

#3875

Sector

Business Intelligence, Data Analytics

Est. Liquidity

~4Y

Data Quality

Data: Low

Preset's equity carries a negative probability-weighted expected upside of approximately -17%, driven primarily by a severe preference stack — $55.7M in total funding almost certainly exceeds the company's current market value (estimated ~$48M based on Series C implied terms) — which eliminates common equity participation in any exit below ~$55.7M.

Last updated: May 5, 2026

Upside Comparison

Expected Upside

Disclaimer: These rankings are AI-generated estimates and do not constitute financial or career advice. Always conduct your own due diligence.