# ServiceNow: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 83 judge labels across 5 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/servicenow/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| IT service management | 0% | 48 | 61% | 44 |
| Incident management and on-call | 0% | 53 | 58% | 12 |
| Third-party risk management | 0% | 70 | 55% | 11 |
| Workflow orchestration | 0% | 39 | 36% | 11 |
| Cloud cost management | 0% | 68 | 40% | 5 |

## What the models said for it

- "Market leader with a 44.4% share... best for large enterprises needing deep ITIL compliance and extensive customization." (Mistral Small, ITSM)
- "For large teams that need deep process coverage and broad ecosystem integrations, ServiceNow remains a proven choice." (Claude Haiku 4.5, ITSM)
- "Dominates the high-end enterprise market and is frequently positioned as a "Leader" by Gartner" (Qwen 3.7 Flash, ITSM)
- "Choose ServiceNow if you're a large enterprise needing comprehensive ITIL coverage" (Kimi K2, ITSM)

## And against it

- "Avoid enterprise-grade platforms like ServiceNow, which require six-figure budgets and dedicated, full-time administrators" (Gemini 3.5 Flash, ITSM)
- "You must avoid this tool if your organization cannot afford a massive Total Cost of Ownership (TCO)." (Qwen 3.7 Flash, ITSM)
- "What to Avoid: ServiceNow ... generally overkill for mid-sized companies" (Kimi K2, ITSM)
- "Avoid enterprise tools like ServiceNow — minimum deals run into six figures" (DeepSeek V4 Flash, ITSM)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.