Compare

A · run_8a76d7vsB · run_fd7dfesupport-triageSwap A and B

Duration: 49.9s +760%; A: 5.8s
Cost: $0.025 -12%; A: $0.029
Tokens: 11.6k -59%; A: 28.6k
Steps: 6 +20%; A: 5
Model changed: GPT-4.1; A: Claude Haiku

Steps, aligned

Change	Step	A	B
Slower	Input policy check	0.1s	0.8s
Slower	Plan the task	1.4s	13.5s
Slower	search_docs	1.0s	5.1s
Slower	Retrieve context · top 8	0.9s	4.3s
Changed	Decide next step	2.0s	10.2s
Added	Write final answer	—	13.0s

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.