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AI agent cost benchmarks

What does one agentic AI outcome actually cost? Benchmarks across 78 workflows and 24 models. Prices as of 25 Oct 2026.

Agentic workflows rarely cost the price of a single chat message. They plan, call tools and re-read a growing context on every step, so one outcome can cost many times more. These benchmarks show how much, per workflow and per model.
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New: The State of Agentic AI Costs 2026: the full 78x24 benchmark, synthesized into findings, with the dataset free to download.

Browse by area

Finance
7 workflows · $0.0062 to $3.85 / outcome
Procurement
5 workflows · $0.0106 to $2.23 / outcome
ITSM
7 workflows · $0.0113 to $2.06 / outcome
HR
6 workflows · $0.0142 to $2.98 / outcome
Sales
5 workflows · $0.0046 to $2.10 / outcome
Legal & Compliance
4 workflows · $0.0125 to $1.86 / outcome
Healthcare Admin
4 workflows · $0.0120 to $1.75 / outcome
Marketing
4 workflows · $0.0060 to $1.73 / outcome
Supply Chain & Logistics
5 workflows · $0.0060 to $1.65 / outcome
Operations
4 workflows · $0.0080 to $1.68 / outcome
Customer Support
5 workflows · $0.0173 to $2.67 / outcome
IT Security / SecOps
5 workflows · $0.0116 to $2.97 / outcome
Software Engineering / DevOps
5 workflows · $0.0191 to $3.16 / outcome
Insurance
4 workflows · $0.0123 to $1.73 / outcome
Banking
4 workflows · $0.0062 to $1.73 / outcome
Data & Analytics
4 workflows · $0.0125 to $1.58 / outcome

How these benchmarks are calculated

Every figure is a modeled estimate from the same cost engine as the live estimator, pricing generic, representative workflows across 24 models at their published list prices (checked 25 Oct 2026), under documented default assumptions. They are illustrative starting points, not metered bills; tune them to your own process in the estimator and validate against your real usage.