# IBM Cloud Pak: 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-cloud-pak

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 95 | 100% | 1 |

## And against it

- "heavyweight suites for small or operationally immature teams: Their breadth can create substantial implementation and governance overhead" (Perplexity Sonar, AIOps)

## 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 | 1 | 1 |
| 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 Cloud Pak, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- linkedin.com: 2
- motadata.com: 2
- promethium.ai: 2
- reddit.com: 2
- thectoclub.com: 2
- toolradar.com: 2
- zapier.com: 2
- 7wdata.be: 1
- agentmelt.com: 1

### Pages cited

- https://motadata.com/blog/aiops-platforms: 2
- https://promethium.ai/guides/data-virtualization-tools-vendors: 2
- https://zapier.com/blog/aiops-platform: 2
- https://7wdata.be/tool/starburst-galaxy: 1
- https://agentmelt.com/compare/smb-vs-enterprise-ai-agents: 1
- https://airflowsummit.org/slides/2026/building-a-low-cost-scalable-airflow.pdf: 1
- https://aistrategy.guide/en/capabilities/aiops: 1
- https://astronomer.io/blog/the-airflow-build-vs-buy-question-we-see-data-leaders-get-wrong: 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.