Lightdash vs Preset

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

Lightdash

-34%

est. 2Y upside i

Data & AnalyticsSeries B

Rank

#2999

Sector

Business Intelligence, Data Analytics, SaaS

Est. Liquidity

~3Y

Data Quality

Data: Medium

The equity is a lottery ticket at best: Lightdash has $11M ARR, only 6% YoY growth, and a $37.5M preferred stack above the $33M valuation, so the common stock is already underwater.

Last updated: August 3, 2026

Preset

-17%

est. 2Y upside i

Data & AnalyticsSeries C

Rank

#2774

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.