Compare

A · run_fd7dfevsB · run_e9fdc7support-triageSwap A and B

Duration: 34.2s -31%; A: 49.9s
Cost: $0.041 +63%; A: $0.025
Tokens: 11.3k -2%; A: 11.6k
Steps: 10 +67%; A: 6
Model changed: Gemini 2.5 Pro; A: GPT-4.1

Steps, aligned

Change	Step	A	B
Faster	Input policy check	0.8s	0.4s
Faster	Plan the task	13.5s	3.8s
Faster	search_docs	5.1s	2.2s
Faster	Retrieve context · top 8	4.3s	2.1s
Faster	Decide next step	10.2s	5.7s
Changed	search_tickets	13.0s	1.1s
Added	search_docs	—	2.7s
Added	Decide next step	—	6.2s
Added	get_customer	—	2.8s
Added	Write final answer	—	5.2s

Output diff

− 2 words + 2 words 94% unchanged

Billing P1P2The customer reports a duplicate charge on the March invoice and wants a refund today. ~~#4822~~#4821and routed it to the billing queue, attached both payment ids and flagged it for same-day review.