# IBM Sterling B2B: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/ibm-sterling-b2b

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [EDI platforms](https://www.gane.ai/index/it/it-data/edi-platforms/index.md) | 0% | 87 | 100% | 1 |

## And against it

- "High Total Cost of Ownership (TCO): High upfront licensing fees, infrastructure costs, and expensive ongoing maintenance." (Gemini 3.5 Flash, EDI)

## 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 | 1 | 1 |
| 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 | 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 B2B, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- ihateedi.com: 2
- reddit.com: 2
- aayutechnologies.com: 1
- blog.edictsystems.com: 1
- blog.seeburger.com: 1
- burq.io: 1
- capterra.com: 1
- datainterchange.com: 1
- edielevate.com: 1
- ezcomsoftware.com: 1

### Pages cited

- https://aayutechnologies.com/blog/common-edi-implementation-issues: 1
- https://blog.edictsystems.com/transparent-pricing-with-edi: 1
- https://blog.seeburger.com/avoid-5-edi-provider-mistakes-and-boost-your-supply-chain: 1
- https://burq.io/blog/edi-integration-challenges: 1
- https://capterra.com/p/122910/TrueCommerce-EDI-Solutions/reviews: 1
- https://capterra.com/p/155593/SPS-Commerce/reviews: 1
- https://datainterchange.com/edi-implementation-issues: 1
- https://edielevate.com/pricing: 1

## Record

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