Home › Benchmarks › Software Engineering / DevOps

Software Engineering / DevOps AI agent cost benchmarks

Token cost per outcome for autonomous agents across 5 Software Engineering / DevOps workflows. Prices as of 25 Oct 2026.

Software Engineering / DevOps agents in this benchmark run from about $0.0191 to $3.16 per outcome on the clean path. Pick a workflow for the full model-by-model breakdown.

Workflow	Cheapest /outcome	Dearest /outcome	Steps
Test-Failure Triage	$0.0191	$1.91	9
Build & Release	$0.0204	$2.04	8
Code/PR Review	$0.0230	$2.30	9
Dependency Patching	$0.0290	$2.90	10
On-call Runbook	$0.0316	$3.16	11

Open the live estimator →