# Jira Service Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 130 judge labels across 6 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/jira-service-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [IT service management](https://www.gane.ai/index/it/operations/it-service-management/index.md) | 23% | 2 | 6% | 67 |
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 4% | 5 | 0% | 20 |
| [Incident management and on-call](https://www.gane.ai/index/it/operations/incident-management-and-on-call/index.md) | 0% | 12 | 6% | 32 |
| [IT asset management](https://www.gane.ai/index/it/operations/it-asset-management/index.md) | 0% | 21 | 20% | 5 |
| [IT documentation](https://www.gane.ai/index/it/operations/it-documentation/index.md) | 0% | 20 | 0% | 5 |
| [IT financial management](https://www.gane.ai/index/it/operations/it-financial-management/index.md) | 0% | 169 | 100% | 1 |

## What the models said for it

- "TeamDynamix ITSM and JIRA Service Management stand out for their balance of ease of use, scalability, and strong mid-market support." (Mistral Small, ITSM)
- "InvGate Service Management or Jira Service Management offer the best balance of capability, scalability, and total cost of ownership" (Kimi K2, ITSM)
- "Jira Service Management Premium at $51.42/agent/mo is the most cited internal IT pick with clear pricing and built-in ITSM." (Muse Glimmer 30B, AI IT agents)
- "1–3 IT Agents (Cloud) | Jira Service Management | Free for 3 agents, modern interface, highly scalable." (Gemini 3.5 Flash, ITSM)

## And against it

- "Avoid if you need true real-time incident command; use only for post-incident follow-up." (Qwen 3.7 Flash, Incidents)
- "Verdict: Avoid using these as your source of truth." (Qwen 3.7 Flash, IT financial mgmt)
- "Can feel overly developer-centric, and teams without Atlassian experience often find the initial configuration steep" (Claude Haiku 4.5, ITSM)
- "Relying solely on basic ticketing platforms (like base-tier Jira Service Management...) for IT asset management." (Gemini 3.5 Flash, ITAM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 5 | 1 | 1 | 8 |
| GPT-5.4 mini | 1 | 8 | 1 | 0 | 10 |
| Gemini 3.5 Flash | 1 | 14 | 3 | 1 | 19 |
| Perplexity Sonar | 0 | 7 | 1 | 1 | 9 |
| Grok 4.20 | 1 | 7 | 2 | 0 | 10 |
| Mistral Small | 3 | 3 | 2 | 0 | 8 |
| DeepSeek V4 Flash | 2 | 6 | 2 | 1 | 11 |
| Llama 4 Maverick | 0 | 2 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 8 | 1 | 3 | 13 |
| Kimi K2 | 2 | 5 | 2 | 0 | 9 |
| GLM 4.7 FlashX | 1 | 5 | 0 | 0 | 6 |
| MiniMax M2.5 | 1 | 3 | 0 | 1 | 5 |
| GPT-6 Luna | 1 | 9 | 1 | 0 | 11 |
| Muse Glimmer 30B | 1 | 5 | 2 | 0 | 8 |

## Sources returned with these answers

The sites and pages cited by the answers that named Jira Service Management, from 335 of the 386 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 90
- g2.com: 79
- atlassian.com: 75 (its own site)
- motadata.com: 68
- blog.invgate.com: 66
- incident.io: 60
- softwareadvice.com: 60
- servicenow.com: 50
- desk365.io: 48
- ones.com: 48

### Pages cited

- https://automationanywhere.com/company/blog/best-itsm-tools-software-comparison: 43
- https://desk365.io/blog/best-itsm-tools: 42
- https://blog.invgate.com/best-itsm-tools: 37
- https://capterra.com/itsm-software: 37
- https://teamdynamix.com/blog/best-itsm-tools: 35
- https://motadata.com/blog/incident-management-tools: 26
- https://zigiwave.com/resources/best-itsm-tools: 24
- https://softwareadvice.com/itsm: 23

## In its own words

What Jira Service Management's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Deliver service at high velocity (https://atlassian.com/)
- For: IT professionals (https://atlassian.com/)
- Free plan or trial: Get it free (https://trust.atlassian.com)

## 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.