# IBM Sterling: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/ibm-sterling

## 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% | 186 | 67% | 6 |
| [CPQ](https://www.gane.ai/index/gtm/revops/cpq/index.md) | 0% | 63 | 0% | 1 |

## And against it

- "avoiding enterprise-heavy options like IBM Sterling or Oracle NetSuite that often require custom quotes" (Grok 4.20, Order management)
- "Scalable for growing companies (not overly enterprise-heavy like IBM Sterling)" (Grok 4.20, Order management)
- "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 | 2 | 2 | 4 |
| 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 | 1 | 1 | 2 |
| 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 IBM Sterling, from 21 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 12
- selecthub.com: 10
- softwareadvice.com: 10
- spotsaas.com: 10
- cin7.com: 7
- g2.com: 6
- getapp.com: 4
- kibocommerce.com: 4
- pipe17.com: 4
- shopify.com: 4

### Pages cited

- https://selecthub.com/inventory-management/order-management-software: 8
- https://softwareadvice.com/scm/order-management-system-comparison: 8
- https://cin7.com/blog/best-order-management-software: 6
- https://spotsaas.com/list/order-management-software/for-small-business: 6
- https://kibocommerce.com/blog/best-order-management-systems: 4
- https://capterra.com/order-management-software: 3
- https://capterra.com/resources/best-order-management-software-small-business: 3
- https://kyanon.digital/blog/best-retail-order-management-systems: 3

## 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.