# Jira: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 3 categories by 3 of 14 models. Page: https://hr-ai-index.com/vendors/jira/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Goals and OKRs | 0% | 64 | 50% | 4 |
| HR help desk and case management | 0% | 86 | 50% | 2 |
| Leave and absence management | 0% | 89 | 100% | 1 |

## And against it

- "tools like Trello, Asana, Jira, Monday.com, or ClickUp to manage leave, but these should generally be avoided" (Qwen 3.7 Flash, Leave)
- "Avoid using these as your *primary* home for OKR tracking" (Qwen 3.7 Flash, Goals and OKRs)
- "standard, unpartitioned Jira or standard ServiceNow tickets ... Why to be cautious: ... HR service tickets frequently contain highly sensitive Personal Identifiable Information (PII)" (Gemini 3.5 Flash, HR help desk)
- "Be cautious with: PM tools (Asana, ClickUp, Jira)" (DeepSeek V4 Flash, Goals and OKRs)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Goals and OKRs: 0% to 0%, ±0. Inside the floor by 13 points · rank 43 → 64 of 68.
- HR help desk and case management: 0% to 0%, ±0. Inside the floor by 13 points · rank 84 → 86 of 108.
- Leave and absence management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 89 of 95.

## What it publishes

Every page jira.com exposes, read 2026-10-05: 10000 addresses. By kind, pages and the last 90 days:

- blog: 4109 pages, 0 in the last 90 days, latest 2016-08-11
- case study: 93 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 319 pages, 0 in the last 90 days, latest 2016-08-11
- conference or event: 61 pages, 0 in the last 90 days, latest 2016-08-11
- report or ebook: 252 pages, 0 in the last 90 days, latest 2024-01-03
- comparison: 84 pages, 0 in the last 90 days, latest 2026-02-17
- template or tool: 285 pages, 0 in the last 90 days, latest 2025-08-18
- glossary or explainer: 34 pages, 0 in the last 90 days, latest 2024-01-16
- podcast or video: 14 pages, 5 in the last 90 days, latest 2026-10-02
- news or press: 7 pages, 0 in the last 90 days, latest 2022-03-03
- Recent: 2026-10-02 podcast or video: Atlassians chief product ai officer on why your pm job just expanded https://www.atlassian.com/blog/videos/atlassians-chief-product-ai-officer-on-why-your-pm-job-just-expanded
- Recent: 2026-09-16 podcast or video: Why founders pivot and why you should too https://www.atlassian.com/blog/videos/why-founders-pivot-and-why-you-should-too
- Recent: 2026-09-09 podcast or video: Atlassian's Chief AI Officer on building products for humans and agents - Inside Atlassian https://www.atlassian.com/blog/videos/atlassians-chief-ai-officer-on-building-products-for-humans-and-agents
- Recent: 2026-08-11 podcast or video: How kfc uses ai agents to ship software faster https://www.atlassian.com/blog/videos/how-kfc-uses-ai-agents-to-ship-software-faster
- Recent: 2026-07-20 podcast or video: How Atlassian leaders are building a culture of AI-fluent teams - Inside Atlassian https://www.atlassian.com/blog/videos/how-atlassian-leaders-are-building-a-culture-of-ai-fluent-teams
- Recent: 2026-06-18 podcast or video: Atlassians hr team leads ai transformation https://www.atlassian.com/blog/videos/atlassians-hr-team-leads-ai-transformation

## Record

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