Building or backing a agentic AI company? See how the money is really made

Updated October 202670+ pagesPDF

Agentic AI Business Models
Cover of NewMarketPitch's Agentic AI Business Models report, 2026 edition
How much cheaper is an AI agent than a human? On list prices, 7 to 14 times cheaper for a support ticket ($1-2 vs ~$13.50) and 2 to 5 times for a security alert. But platform fees and failed conversations handed back to humans are not in the sticker price. Chart from NewMarketPitch's Agentic AI report.
Is Sierra worth more than the software it wants to replace? Yes. Sierra, which sells AI customer-service agents, is worth $15.8B, more than Five9, NICE and Freshworks together ($13.2B). Those three expect ~$5.4B of sales in 2026, ~27 times Sierra’s ~$200M a year. Chart from NewMarketPitch's Agentic AI report.
Salesforce or ServiceNow: whose agents do more work? Salesforce, by its own count. Agentforce passed $1.5B a year and Salesforce counts 7 billion units of agent work. ServiceNow signs over $1B of AI a year but does not say how much work its agents do. Chart from NewMarketPitch's Agentic AI report.
Who is fighting whom in agentic AI? Where sales are public, the bigger seller leads, and in coding it is a lab’s own agent. Big software firms buy their way in: Salesforce bought Fin for ~$3.6B. Chart from NewMarketPitch's Agentic AI report.
Are AI agent startups priced like big tech? Far above it. Their last rounds value them at a median ~48 times their yearly sales (Sierra ×79, Cognition ×48). Listed software trades at ~4 times, and only Palantir (×79) is priced like them. Chart from NewMarketPitch's Agentic AI report.
Are the AI labs eating the agent startups’ lunch? In coding, yes: Anthropic’s own agent sells the most, $2.5B+ a year, 2.5 times Cognition. But the startups still grow fast, Cognition doubled its sales in four months. Chart from NewMarketPitch's Agentic AI report.
How do AI agents charge their customers? Three ways. Per user each month, like classic software ($30 to $125). Per step, action or session used (2¢ to 49¢). Or per resolved conversation ($0.99 to $2), paid only when the agent succeeds. Chart from NewMarketPitch's Agentic AI report.
Cognition or Claude Code: who leads in AI coding agents? Claude Code, on published sales: $2.5B+ a year in February 2026, its latest official figure, 2.5 times Cognition’s $1B seven months later. Cognition has been selling longer, since Devin went on general sale in December 2024. Chart from NewMarketPitch's Agentic AI report.
How fast do agent startups reach $100M of yearly sales? In months, not years. Manus and Genspark got there 8 to 9 months after launching their agent, Sierra ~21 months after its launch. Classic software startups took ~8 to 10 years, counted from their founding. Chart from NewMarketPitch's Agentic AI report.

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  • Which business models are winning
  • Who pays, and how much
  • Who makes money, who burns cash
  • Where the margins really are
  • Who are the top companies today
  • Who’s ahead, and who’s falling behind
  • What are their valuations
  • Who’s getting funded, and by whom
  • What are the biggest unsolved problems
  • What has changed in the last 12 months
  • Where are the biggest opportunities
  • Who are the likely future winners
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Verified data with sourcesUpdated in October 2026