| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Internal controls and SOX | Tax and compliance | 0% | 87 of 90 | 100% | 2 | under 10 labels · led by FloQast at 25% | newNew since September 2026: not ranked then, 0% now. |
| Board and investor reporting | Planning and analysis | 0% | 89 of 99 | 100% | 1 | under 10 labels · led by OnBoard at 26% | newNew since September 2026: not ranked then, 0% now. |
| Corporate performance management | Planning and analysis | 0% | 60 of 99 | 0% | 1 | under 10 labels · led by Planful at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Financial close management | Accounting and close | 0% | 81 of 85 | 100% | 1 | under 10 labels · led by FloQast at 55% | newNew since September 2026: not ranked then, 0% now. |
| Professional services automation | Receivables and billing | 0% | 95 of 99 | 100% | 1 | under 10 labels · led by BigTime at 29% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Internal controls | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 87 of 90, unchanged |
| Board | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 89 of 99, unchanged |
| Corporate performance ma | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 41 → 60 of 99 |
| Financial close manageme | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 81 of 85, unchanged |
| PSA | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 95 of 99, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | 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 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 2 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Project Management Tools (e.g., Jira, Asana, Trello) These are popular but fundamentally misaligned with board reporting.” Qwen 3.7 Flash · Board · negative prompt · hard negative
“You should avoid relying on these for true PSA needs unless you have zero budget.” Qwen 3.7 Flash · PSA · negative prompt · hard negative
“Examples to avoid: Asana, Monday.com, Trello, Jira” Gemini 3.5 Flash · Financial close manageme · negative prompt · hard negative
“these tools are not built with compliance in mind. They lack essential control mechanisms” Gemini 3.5 Flash · Internal controls · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 8 of the 9 answers that named Jira and are not a share of its labels.
Twenty-nine of the twenty-nine domain citations in answers naming Jira came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 4,124 | 18 | 2026-09-28 | Financial modeling, Financial reporting | |
| Glossary or explainer | 784 | 0 | 2026-04-09 | ||
| Webinar or virtual event | 326 | 0 | 2016-08-11 | ||
| Template or tool | 292 | 0 | 2025-08-18 | ||
| Report or ebook | 249 | undated | |||
| Comparison | 118 | 2 | 2026-09-11 | ||
| Case study | 89 | undated | |||
| Conference or event | 70 | 5 | 2026-10-15 | ||
| Podcast or video | 14 | 4 | 2026-09-16 | ||
| News or press | 8 | 0 | 2022-03-03 |
Every page atlassian.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Jira's own pages state, read October 5, 2026: atlassian.com, atlassian.com/software/jira/pricing, trust.atlassian.com, atlassian.com/platform, atlassian.com/customers. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Jira's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Jira, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Jira by email, built from the raw record of the edition. It shows: