Clouded Judgement: Software Valuations in the Age of AI Disruption
The article analyzes the sharp decline in SaaS valuations (median NTM revenue multiple at 3.6x, lowest in 10+ years) amid AI disruption fears, presenting competing bull and bear arguments about whether legacy software will be displaced by AI agents or retain durable competitive advantages. The author argues the market is overly pessimistic short-term but likely correct long-term: while cloud migrations will continue and systems of record have real switching costs, AI agents will eventually capture most incremental value, pushing legacy SaaS toward lower-margin middleware positions.
Metrics in this report
36months
median
Public SaaS companies
16multiple
median
Public software companies with positive FCF
3.6multiple
median
Public software companies, current period
9.7multiple
median
High-growth software (>22% NTM growth)
6.4multiple
median
Mid-growth software (15-22% NTM growth)
2.6multiple
median
Low-growth software (<15% NTM growth)
19percent
median
Public SaaS companies
15percent
median
Public SaaS companies
76percent
median
Public SaaS companies
2.0percent
median
Next quarter guidance for reporting SaaS companies
13percent
median
Public SaaS companies
12percent
median
Public SaaS companies
108percent
median
Public SaaS companies
-1percent
median
Public SaaS companies
3.0percent
median
Q4 results for reporting SaaS companies (ServiceNow, Atlassian, Palantir, Bill.com, Paylocity)
23percent
median
Public SaaS companies
37percent
median
Public SaaS companies