Compare

A · run_40b399vsB · run_392678support-triageSwap A and B

Duration: 7.1s -84%; A: 45.4s
Cost: $0.051 +35%; A: $0.038
Tokens: 21.1k +99%; A: 10.6k
Steps: 4 -20%; A: 5
Model same: GPT-4.1; A: GPT-4.1

Steps, aligned

Change	Step	A	B
Faster	Input policy check	1.0s	0.2s
Faster	Plan the task	13.7s	2.3s
Faster	search_docs	8.2s	1.1s
Changed	Write final answer	7.0s	3.1s
Removed	Write final answer	12.7s	—

Output diff

− 2 words + 2 words 94% unchanged

Billing P2P1The customer reports a duplicate charge on the March invoice and wants a refund today. ~~#4821~~#4822and routed it to the billing queue, attached both payment ids and flagged it for same-day review.