AI Agents Are Repricing SaaS Business Models

This week, the valuation gap between SaaS companies with seat-based pricing models and those with hybrid pricing models widened further on a forward EV/Sales basis.

AI agents have meaningfully changed the market’s perception of software pricing. By 2026, the historical premium for seat-based SaaS has largely reversed. As AI agents increasingly replace or reduce the need for human seats, analysts have started to view seat-based pricing as a potential structural liability.

At the same time, usage-based and outcome-based pricing models are being rewarded, they align software costs more directly with the value created for customers.

Average valuations for companies with hybrid pricing models increased to 4.97x forward EV/Sales, while the average multiple for SaaS companies with seat-based pricing models stands at 3.39x.