AI Gross Margin

Also called Gross Margin for AI Products

Gross margin for a product built on AI models, counting model and compute costs as part of the cost of delivering it. It often comes in well below traditional software, because every request costs compute.

Why it matters

Investors value a software company partly on its gross margin, so an AI product that looks like SaaS but carries heavy model costs is a different business. Founders improve it by sending simple requests to smaller models, reusing work that repeats, and pricing so that heavy users pay more.

For example

An AI writing tool earning ₹1 crore a month spends ₹40 lakh on model calls and hosting, a 60 percent gross margin, and works to raise it by moving most requests to a cheaper model.

Go deeper

The New Business of AI (and How It's Different From Traditional Software) Andreessen Horowitz · essay An a16z essay from 2020 that compared AI companies' gross margins, often 50 to 60 percent, with the 60 to 80 percent or more of comparable software companies, and traced the gap to compute and human support. Open a16z.com →

Related terms

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