# Manhattan Active Omni: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/manhattan-active-omni

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Order management systems](https://www.gane.ai/index/gtm/revops/order-management-systems/index.md) | 0% | 20 | 0% | 9 |

## What the models said for it

- "ML-powered fulfillment optimization; highest analyst ratings (Forrester Wave Leader) ... fastest to deploy, easiest to scale" (Kimi K2, Order management)
- "For complex store-based retail, start with Manhattan, Blue Yonder, IBM, Fluent, and Kibo." (GPT-6 Luna, Order management)
- "Manhattan Active Omni or IBM Sterling are the standard bearers for efficiency" (Qwen 3.7 Flash, Order management)
- "Need distributed, store/DC orchestration at scale: Manhattan ActiveOrder / Fluent Commerce / IBM Sterling." (Muse Glimmer 30B, Order management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Manhattan Active Omni, from 27 of the 27 answers that named it (only the models that return a source list).

### Domains cited

- bestdevops.com: 15
- softwareadvice.com: 14
- selecthub.com: 13
- knowledgelib.io: 12
- capterra.com: 10
- kibocommerce.com: 10
- erpresearch.com: 7
- gitnux.org: 7
- theretailexec.com: 7
- unleashedsoftware.com: 7

### Pages cited

- https://bestdevops.com/top-10-order-management-systems-oms-features-pros-cons-comparison: 15
- https://softwareadvice.com/scm/order-management-system-comparison: 14
- https://knowledgelib.io/business/retail-transformation/retail-oms-comparison/2026.md: 12
- https://capterra.com/order-management-software: 9
- https://selecthub.com/c/order-management-software: 9
- https://kibocommerce.com/blog/best-order-management-systems: 7
- https://theretailexec.com/tools/best-enterprise-order-management-system: 7
- https://unleashedsoftware.com/order-management-guide/best-order-management-software: 7

## 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.