# ServiceNow IT Operations Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/servicenow-it-operations-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 27 | 17% | 6 |

## What the models said for it

- "Dynatrace and ServiceNow often lead in enterprise evaluations" (Grok 4.20, AIOps)
- "(Best for Enterprise Integration)" (GLM 4.7 FlashX, AIOps)

## And against it

- "Can get pricey as usage grows ... AIOps features may feel bolted-on rather than native" (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 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 0 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ServiceNow IT Operations Management, from 31 of the 31 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 28
- servicenow.com: 14 (its own site)
- motadata.com: 10
- newrelic.com: 10
- dynatrace.com: 9
- softwareadvice.com: 9
- capterra.com: 8
- gane.ai/index: 7
- kanerika.com: 7
- logicmonitor.com: 7

### Pages cited

- https://g2.com/categories/aiops-platforms: 21
- https://g2.com/categories/aiops-platforms/enterprise: 12
- 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: 12
- https://motadata.com/blog/aiops-platforms: 10
- https://capterra.com/aiops-platforms-software: 8
- https://kanerika.com/blogs/aiops-tools: 7
- https://servicenow.com/content/dam/servicenow-assets/public/en-us/doc-type/resource-center/analyst-report/ar-payr-g2-2026-grid-report-aiops.pdf: 7
- https://cio.com/article/188989/top-aiops-platforms.html: 6

## In its own words

What ServiceNow IT Operations Management's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Deliver proactive digital operations with AIOps. (https://careers.servicenow.com/jobs/744000151461304/itom-solution-architect)
- Customers named: FedEx

## 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.