# ServiceNow ITOM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 18 judge labels across 2 categories by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/servicenow-itom

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 19 | 24% | 17 |
| [Incident management and on-call](https://www.gane.ai/index/it/operations/incident-management-and-on-call/index.md) | 0% | 53 | 0% | 1 |

## What the models said for it

- "ServiceNow ITOM | Direct integration into IT workflows, CMDBs, and automated remediation runbooks." (Gemini 3.5 Flash, AIOps)
- "Choose ServiceNow ITOM if service mapping, CMDB context, and ITSM workflows are central." (GPT-6 Luna, AIOps)
- "Choose ServiceNow when ITSM, CMDB, and enterprise workflow integration are priorities." (Perplexity Sonar, AIOps)
- "If you're deeply invested in ServiceNow, its ITOM AIOps reduces vendor sprawl." (Qwen 3.7 Flash, AIOps)

## And against it

- "What to Avoid - ServiceNow ITOM and Dynatrace are consistently rated highly but are considered expensive" (Kimi K2, AIOps)
- "Avoid jumping straight into enterprise-tier platforms like Dynatrace or ServiceNow's AIOps" (DeepSeek V4 Flash, AIOps)
- "Avoid buying it as a standalone AIOps experiment." (Perplexity Sonar, AIOps)
- "Higher cost and more enterprise-oriented." (Grok 4.20, AIOps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ServiceNow ITOM, from 60 of the 64 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 44
- motadata.com: 24
- newrelic.com: 23
- servicenow.com: 23 (its own site)
- softwareadvice.com: 19
- zapier.com: 18
- kanerika.com: 14
- manageengine.com: 14
- moveworks.com: 14
- getapp.com: 13

### Pages cited

- https://g2.com/categories/aiops-platforms: 35
- https://motadata.com/blog/aiops-platforms: 24
- https://zapier.com/blog/aiops-platform: 18
- https://kanerika.com/blogs/aiops-tools: 14
- https://moveworks.com/us/en/resources/blog/enterprise-guide-to-aiops-platforms: 13
- https://newrelic.com/info/best-aiops-tools: 12
- https://openobserve.ai/blog/top-10-aiops-platforms: 12
- https://parseable.com/blog/best-aiops-platforms-tools-2026: 12

## In its own words

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

- Positioning: ServiceNow ITOM solutions across CMDB and service data foundations, Discovery, Service Mapping, ITOM Health, event intelligence, and service observability (https://careers.servicenow.com/jobs/744000151461304/itom-solution-architect)
- For: customers (https://careers.servicenow.com/jobs/744000151461304/itom-solution-architect)

## 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.