Clouded Judgement: Second Mover Advantage in AI and SaaS
The article argues that second-mover advantage is often underestimated in rapidly evolving AI and SaaS markets, where first movers can be handicapped by outdated infrastructure and high cost structures while second movers benefit from learned lessons, better pricing, and educated buyers. The author provides comprehensive SaaS benchmarking data showing median metrics across public cloud companies including valuation multiples, growth rates, margins, and unit economics.
Metrics in this report
31months
median
Public SaaS companies (gross margin adjusted)
4.8x
median
All public SaaS companies
22.7x
median
High-growth SaaS (>25% NTM growth)
6.9x
median
Mid-growth SaaS (15-25% NTM growth)
3.9x
median
Low-growth SaaS (<15% NTM growth)
18percent
median
Public SaaS companies
16percent
median
Public SaaS companies
76percent
median
Public SaaS companies
14percent
median
Public SaaS companies
12percent
median
Public SaaS companies
108percent
median
Public SaaS companies
-3percent
median
Public SaaS companies
24percent
median
Public SaaS companies
38percent
median
Public SaaS companies