# Manhattan ActiveOrder: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/manhattan-activeorder

## 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% | 40 | 20% | 5 |

## What the models said for it

- "Need distributed, store/DC orchestration at scale: Manhattan ActiveOrder / Fluent Commerce / IBM Sterling." (Muse Glimmer 30B, Order management)

## And against it

- "Overkill for most mid‑market firms; useful if you have very complex fulfillment needs and budget." (GLM 4.7 FlashX, 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Manhattan ActiveOrder, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- cin7.com: 5
- skunexus.com: 5
- flxpoint.com: 4
- kibocommerce.com: 4
- ibm.com: 3
- manh.com: 3
- statwharf.com: 3
- g2.com: 2
- getapp.com: 2
- gitnux.org: 2

### Pages cited

- https://cin7.com/blog/best-order-management-software: 5
- https://skunexus.com/blog/best-order-management-software: 5
- https://flxpoint.com/blog/best-distributed-order-management-systems: 4
- https://kibocommerce.com/blog/best-order-management-systems: 4
- https://manh.com/our-insights/resources/articles/best-order-management-software-oms-compared: 3
- https://getapp.com/operations-management-software/order-management/org/mid-size-business: 2
- https://gitnux.org/best/ordering-management-software: 2
- https://knowledgelib.io/business/retail-transformation/retail-oms-comparison/2026.md: 2

## 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.