# SMB Bench v1.0 research report



Source: https://oroagents.com/docs/resources/changelog/2026-11-06

Published: November 6, 2026
Tags: feature, improvement





Website [#website]

* The new [SMB Bench v1.0](/benchmarks/smb-bench) research report asks whether AI can learn from the delayed consequences of its own decisions while running a wholesale buying desk for a 90-day quarter. Nine frontier models are scored on the profit they make, against a fixed buying rule.
* SMB Bench replaces the ICCA Bench report, and the old report's address now opens SMB Bench.
* The other research reports read more easily, with shorter figure captions, clearer charts and tables, and layouts that fit phones.

<img alt="The SMB Bench v1.0 report opens with each frontier model's mean profit per quarter." src="__img0" />
