Lightdash vs Preset
Side-by-side comparison of model-estimated upside.
Lightdash
-34%
est. 2Y upside i
Rank
#2999
Sector
Business Intelligence, Data Analytics, SaaS
Est. Liquidity
~3Y
Data Quality
Data: MediumThe 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
Rank
#2774
Sector
Business Intelligence, Data Analytics
Est. Liquidity
~4Y
Data Quality
Data: LowPreset'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
Disclaimer: These rankings are AI-generated estimates and do not constitute financial or career advice. Always conduct your own due diligence.