# Manhattan Associates Order Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/manhattan-associates-order-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 2% | 15 | 0% | 2 |

## What the models said for it

- "gravitate toward Salesforce Order Management, NetSuite Order Management, or Manhattan Associates" (MiniMax M2.5, Order management)
- "Need enterprise-grade orchestration across many nodes? IBM Sterling or Manhattan." (GPT-5.4 mini, Order management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Manhattan Associates Order Management, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- docs.oracle.com: 1
- help.sap.com: 1
- ibm.com: 1
- shopify.com: 1

### Pages cited

- https://docs.oracle.com/cd/E26401_01/doc.122/e48842/T373258T374818.htm: 1
- https://help.sap.com/docs/SAP_COMMERCE/9d346683b0084da2938be8a285c0c27a/8b446d01866910149e6aab9a9051a4a8.html: 1
- https://ibm.com/docs/en/order-management: 1
- https://shopify.com/blog/retail-order-management-software: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.