Compare

A · run_fd7dfevsB · run_739370support-triageSwap A and B

Duration: 3.3s -93%; A: 49.9s
Cost: $0.043 +71%; A: $0.025
Tokens: 15.3k +32%; A: 11.6k
Steps: 8 +33%; A: 6
Model changed: Gemini 2.5 Pro; A: GPT-4.1

Steps, aligned

Change	Step	A	B
Faster	Input policy check	0.8s	0.0s
Faster	Plan the task	13.5s	0.5s
Faster	search_docs	5.1s	0.4s
Faster	Retrieve context · top 8	4.3s	0.3s
Faster	Decide next step	10.2s	0.7s
Changed	search_tickets	13.0s	0.3s
Added	search_docs	—	0.3s
Added	Write final answer	—	0.5s

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.