# IBM Cloud Pak for AIOps: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/ibm-cloud-pak-for-aiops

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 32 | 33% | 9 |

## What the models said for it

- "ScienceLogic SL1 or IBM Cloud Pak | Strong topology mapping across on-premise hardware" (Gemini 3.5 Flash, AIOps)
- "If you need on-prem/hybrid with enterprise control → IBM Cloud Pak for AIOps" (DeepSeek V4 Flash, AIOps)
- "Regulatory/data concerns? *IBM Cloud Pak* or self-hosted options." (Qwen 3.7 Flash, AIOps)

## And against it

- "tools like IBM Cloud Pak for AIOps are more customizable, but they're usually not the first pick for tight budgets" (GPT-5.4 mini, AIOps)
- "Be cautious if you run IBM Cloud Pak for AIOps with Instana monitoring enabled in the same namespace" (Muse Glimmer 30B, AIOps)
- "High implementation costs and complexity, especially in hybrid setups." (Grok 4.20, 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 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named IBM Cloud Pak for AIOps, from 30 of the 34 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 22
- ibm.com: 11 (its own site)
- kanerika.com: 11
- newrelic.com: 10
- servicenow.com: 10
- motadata.com: 9
- softwareadvice.com: 9
- blog.n8n.io: 8
- dynatrace.com: 7
- gartner.com: 7

### Pages cited

- https://g2.com/categories/aiops-platforms: 17
- https://kanerika.com/blogs/aiops-tools: 11
- https://motadata.com/blog/aiops-platforms: 9
- https://blog.n8n.io/aiops-tools: 8
- https://g2.com/categories/aiops-platforms/enterprise: 8
- https://servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/resource-center/analyst-report/ar-payr-g2-spring-2026-enterprise-grid-report-itops.pdf: 7
- https://axiometica.com/blog/aiops-platforms-compared-2026: 6
- https://manageengine.com/it-operations-management/aiops/best-aiops-platforms-enterprises.html: 6

## In its own words

What IBM Cloud Pak for AIOps's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Apply artificial intelligence to enhance your IT operational processes. (https://developer.ibm.com/devpractices/aiops)
- For: an SRE (and application developer) (https://developer.ibm.com/devpractices/aiops)
- Integrations claimed: 100 (https://www.ibm.com/products/cloud-pak-for-aiops)
- Customers named: Electrolux, The Masters, NCHC, APIS IT

## 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.