# Manhattan: 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

## 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% | 181 | 100% | 2 |

## And against it

- "without the enterprise complexity or price tag of IBM Sterling or Manhattan" (Kimi K2, Order management)
- "generally overkill and overpriced for mid-sized companies" (DeepSeek V4 Flash, 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 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- cin7.com: 3
- kyanon.digital: 3
- spotsaas.com: 3
- capterra.com: 2
- guideflow.com: 2
- scmgalaxy.com: 2
- skunexus.com: 2
- statwharf.com: 2
- theretailexec.com: 2
- viewpointanalysis.com: 2

### Pages cited

- https://kyanon.digital/blog/best-retail-order-management-systems: 3
- https://cin7.com/blog/best-order-management-software: 2
- https://scmgalaxy.com/tutorials/top-10-order-management-systems-oms-features-pros-cons-comparison: 2
- https://skunexus.com/blog/best-order-management-software: 2
- https://spotsaas.com/blog/best-order-management-software: 2
- https://viewpointanalysis.com/post/order-management-software-options-2026: 2
- https://aws.amazon.com/marketplace/seller-profile: 1
- https://brightpearl.com/: 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.