Sales AI agent cost benchmarks

Token cost per outcome for autonomous agents across 5 Sales workflows. Prices as of 25 Oct 2026.

Sales agents in this benchmark run from about $0.0046 to $2.10 per outcome on the clean path. Pick a workflow for the full model-by-model breakdown.

Workflow	Cheapest /outcome	Dearest /outcome	Steps
Pipeline Hygiene	$0.0046	$0.458	3
CRM Updates	$0.0158	$1.58	8
Follow-up Orchestration	$0.0163	$1.63	9
Lead Qualification	$0.0186	$1.86	9
Proposal Drafting	$0.0210	$2.10	10

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