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

IT AI Recommendation Index, September 2026 Edition. Named in 86 judge labels across 3 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/jira-service-management/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| IT service management | 21% | 2 | 6% | 53 |
| Incident management and on-call | 0% | 14 | 11% | 28 |
| IT asset management | 0% | 20 | 0% | 5 |

## What the models said for it

- "If your B2B company has an internal software development, product, or engineering team that already uses Jira, JSM is almost always the best choice." (Gemini 3.5 Flash, ITSM)
- "Best overall "mid‑market" ITSM platform in 2024‑2025: Jira Service Management (for dev‑centric orgs) or Freshservice" (MiniMax M2.5, ITSM)
- "JSM is the preferred platform for technology-first organizations, rapidly scaling companies, and software-led enterprises." (Gemini 3.5 Flash, ITSM)
- "Choose Jira Service Management if: Your organization values speed, cost transparency, and seamless collaboration" (Qwen 3.7 Flash, ITSM)

## And against it

- "Choose Jira Service Management/Opsgenie migration only if Atlassian alignment matters more than best-in-class incident response" (GPT-5.4 mini, Incidents)
- "be cautious if you need a dedicated engineering incident platform, because it is positioned as an ITSM platform" (Perplexity Sonar, Incidents)
- "moving to JSM results in higher costs ("2x price increase for same features") and more manual processes" (Qwen 3.7 Flash, Incidents)
- "Be Cautious (Solid but Significant Drawbacks): Jira Service Management ... Steep learning curve" (Grok 4.1 Fast, 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.