# Atlassian Rovo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/atlassian-rovo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 145 | 67% | 3 |
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 35 | 0% | 2 |

## What the models said for it

- "Already on Jira Service Management? Start with Atlassian Rovo / the virtual service agent" (GPT-6 Luna, AI IT agents)
- "A natural fit for Jira-heavy environments" (GPT-6 Luna, AI IT agents)

## And against it

- "treat Rovo as high-risk until your team verifies these injection vectors are mitigated" (Kimi K2, Enterprise AI)
- "Atlassian Rovo until its prompt‑injection vulnerabilities are patched" (GLM 4.7 FlashX, Enterprise AI)

## 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 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Atlassian Rovo, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- moveworks.com: 3
- servicenow.com: 3
- support.atlassian.com: 3 (its own site)
- csoonline.com: 2
- cxtoday.com: 2
- eesel.ai: 2
- eset.com: 2
- freshworks.com: 2
- hackernoon.com: 2
- microsoft.com: 2

### Pages cited

- https://support.atlassian.com/organization-administration/docs/atlassian-intelligence-features-in-jira-service-management: 3
- https://cxtoday.com/ai-security-and-customer-data-risks-feature-in-big-tech-results: 2
- https://eset.com/gr-en/about/newsroom/press-releases-1/what-you-should-never-share-with-an-ai-chatbot: 2
- https://freshworks.com/freshservice/ai-itsm: 2
- https://hackernoon.com/ten-scandals-pushing-enterprises-toward-sovereign-ai: 2
- https://microsoft.com/en-us/security/security-insider/emerging-trends/ai-application-security-considerations-for-organizations: 2
- http://cybersecurityos.net/posts/os-weekly/os-weekly-2026-08-09: 1
- https://agentmarketplace.ai/blog/servicenow-now-assist-cost: 1

## 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.