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Rank #6 of 6 in Project Management

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docs · captured Sep 2026 · view live ↗

Atlassian ships more than one product — each judged line competes in its own arena on the same stories as everyone else.

LineArenaRankPA Score
Jirathis pageProject Management#6/619/100
BitbucketCode Hosting#4/414/100

Not yet judged (4 — no arena where they compete): Confluence · Trello · Jira Service Management · Rovo

Verified integrations

Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.

By theme — the product's score on each story themeBy theme

Agenticness — how well agents can access and operate the productAgenticnessevidence →

How well agents can access and operate the product

19.6/100

Automation depth — how much of the product can run unattendedAutomation depthevidence →

How much of the product can run unattended

37.5/100

Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflowsevidence →

Building automations — triggers, actions, branching, scheduling

23.1/100

Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaborationevidence →

Working as a team — sharing, comments, roles, simultaneous editing

3.4/100

Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrationsevidence →

Connecting to other tools — breadth and depth of built-in integrations

32.4/100

Onboarding — getting started and time-to-first-value storiesOnboardingevidence →

Getting started and time-to-first-value stories

12.7/100

Openness — open source, data portability, and self-hosting storiesOpennessevidence →

Open source, data portability, and self-hosting stories

10.2/100

Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning trackingevidence →

Planning and tracking work — issues, sprints, boards, status

34.8/100

Privacy posture — data-handling and privacy storiesPrivacy postureevidence →

Data-handling and privacy stories

0.0/100

Reporting insights — stories about reporting insights in this arenaReporting insightsevidence →

Stories about reporting insights in this arena

21.0/100

Security — security posture and hardening storiesSecurityevidence →

Security posture and hardening stories

10.6/100

Story verdicts — every judged story with its evidenceStory verdicts

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Sorted by importance (agentic first) (high → low) · 83/83 stories · click a row’s chevron for the rationale and evidence

Connect an agent via an official MCP server G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full7/10T

Drive the product through a documented public API G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3full7/10T

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness3partial6/10C

Plug MCP servers into this product so it can use their tools G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness3none0/10

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial5/10C

Operate the product with natural-language commands G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial5/10T

Set up automations that run autonomously in the background G

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial5/10C

Run the product headlessly / in CI for automation G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial4/10T

Build against official SDKs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2partial3/10T

Build and configure my own custom AI agent within the product C

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Download a machine-readable API spec (OpenAPI or equivalent) G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Explore an interactive API reference with runnable examples G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Point an agent at llms.txt or agent-oriented docs G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Rely on versioned APIs with a documented deprecation policy G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

The documented API rate limits and concurrency caps before building automation at scale G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness2none0/10

Have a coding agent auto-detect and install the toolchains and dependencies it needs for a task P

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2n/auntestednone yet

Have AI break a code diff into focused sections with explanations of what changed and why P

Agentic features

engineerAgenticness — how well agents can access and operate the productAgenticness2n/auntestednone yet

Have an agent verify its own implementation by navigating the app and capturing before-and-after screenshots P

Agentic features

ai-native userAgenticness — how well agents can access and operate the productAgenticness2n/auntestednone yet

Issue scoped/least-privilege API credentials for an agent G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Restore an AI coding agent's session to any previous checkpoint in its version history P

Agentic features

engineerAgenticness — how well agents can access and operate the productAgenticness2n/auntestednone yet

Review AI agent code changes and comment on specific lines from a mobile app, then have the agent iterate P

Agent access

engineerAgenticness — how well agents can access and operate the productAgenticness2n/auntestednone yet

Subscribe to events via webhooks G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Use an official CLI G

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness2noneuntestednone yet

Hand off work between tools or agents without losing context or information C

Agent access

ai-native userAgenticness — how well agents can access and operate the productAgenticness1partial5/10T

Test against a sandbox environment without touching production data G

Api quality

ai-native userAgenticness — how well agents can access and operate the productAgenticness1noneuntestednone yet

Create tasks and assign them to teammates with due dates C

Task management

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking3full7/10X

Build trigger-and-action automation rules to eliminate repetitive manual steps C

Workflow automation

engineerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows3partial6/10C

Define rules that trigger actions automatically on events G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth3full6/10C

Secure organization access with SSO and SAML G

Access control

engineerSecurity — security posture and hardening storiesSecurity3partial5/10C

Break work into subtasks and link dependent tasks so blocking order is clear C

Task management

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking3partial4/10C

Self-host the core product G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3partial3/10X

Create and organize shared docs and notes alongside my project work C

Docs knowledge

product managerCollaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration3none0/10

Export all of my data in open formats and leave G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness3none0/10

See teammates' changes reflected instantly across open sessions without refreshing C

Real time sync

engineerCollaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration3none0/10

Prevent my data from being used to train AI models G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture3noneuntestednone yet

That exporting my workspace preserves full history—comments, attachments, and audit trails—not just task titles C

Getting started

product managerOnboarding — getting started and time-to-first-value storiesOnboarding3noneuntestednone yet

The vendor's published uptime SLA and can check real-time incident status via a public status page G

Trust reliability

product managerSecurity — security posture and hardening storiesSecurity3noneuntestednone yet

What happens—extra charges, throttling, or a hard stop—when I exceed my plan's automation or API call limits G

Workflow automation

ai-native userAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows3noneuntestednone yet

Whether my plan enforces a minimum seat count or annual billing commitment before I subscribe G

Pricing transparency

product managerOnboarding — getting started and time-to-first-value storiesOnboarding3noneuntestednone yet

Connect my workspace to thousands of third-party tools via an app marketplace C

App ecosystem

product managerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations2full8/10C

Switch between board, list, calendar, and timeline views of the same work C

Views organization

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2full8/10C

Customize fields and workflow statuses to match my team's process C

Task management

product managerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2partial7/10X

Jumpstart a new project using pre-built templates C

Getting started

product managerOnboarding — getting started and time-to-first-value storiesOnboarding2full7/10C

Plan and manage sprints for agile software development C

Task management

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2partial7/10X

Track initiatives with status, priority, and an owning team C

Task management

product managerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2full7/10X

Build dashboards and widgets to report on project progress C

Dashboards

product managerReporting insights — stories about reporting insights in this arenaReporting insights2partial6/10C

Build multi-step automations without writing code C

Workflow automation

product managerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2full6/10C

Connect common tools like Slack, GitHub, and Google Drive natively C

App ecosystem

engineerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations2partial6/10C

Perform bulk operations across many items at once G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2partial6/10T

Track cross-team dependencies to coordinate large launches C

Task management

product managerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2partial6/10X

Keep tasks bi-directionally synced with my code repository's issue tracker instead of duplicating data C

App ecosystem

engineerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations2partial5/10C

Roll up progress across multiple projects into a single portfolio view C

Dashboards

product managerReporting insights — stories about reporting insights in this arenaReporting insights2partial5/10C

Assign granular permissions and roles to control who can view or edit work G

Access control

product managerSecurity — security posture and hardening storiesSecurity2partial4/10C

Create a workflow that runs on a schedule or recurring event to handle routine team work C

Workflow automation

engineerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2partial4/10C

Do everything through the API that I can do in the UI G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2partial4/10T

Have AI automatically triage and prioritize incoming bugs and tasks C

Ai task automation

ai-native userAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows2partial4/10C

Keep project status updated from my design tool without switching apps C

Cross tool sync

designerCollaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration2partial4/10X

Save a filtered view of work and share it with a link C

Views organization

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2partial4/10X

Schedule recurring jobs or workflows G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth2partial4/10C

Have AI draft a project or initiative status update from recent activity C

Ai insights

ai-native userReporting insights — stories about reporting insights in this arenaReporting insights2partial3/10C

Search across all tasks, docs, and comments and get fast, accurate results C

Views organization

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2partial3/10X

Ask AI a question and get an instant answer with citations from my workspace content C

Ai insights

ai-native userReporting insights — stories about reporting insights in this arenaReporting insights2none0/10

Chat with my team directly inside the same tool I plan work in C

Team chat

engineerCollaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration2none0/10

How the product performs and whether item caps apply in workspaces with tens of thousands of tasks C

Views organization

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2none0/10

See my assigned tasks from multiple project management tools in one unified view C

App ecosystem

engineerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations2none0/10

Choose where my data is stored (region/residency) G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Collaborate visually with my team on a shared whiteboard C

Visual collaboration

designerCollaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration2noneuntestednone yet

Comment directly on specific text or images within an item's description C

In context discussion

engineerCollaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration2noneuntestednone yet

Control data retention and deletion G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Import my data from another tool when switching over G

Getting started

product managerOnboarding — getting started and time-to-first-value storiesOnboarding2noneuntestednone yet

Log time directly against tasks and projects C

Task management

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2noneuntestednone yet

Manage my tasks from a full-featured native mobile app without missing desktop functionality C

Mobile access

engineerPlanning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking2noneuntestednone yet

Opt out of telemetry and usage tracking G

ai-native userPrivacy posture — data-handling and privacy storiesPrivacy posture2noneuntestednone yet

Read the product's source under an open license G

ai-native userOpenness — open source, data portability, and self-hosting storiesOpenness2noneuntestednone yet

Require AI-authored commits to be cryptographically signed with my SSH or GPG key P

Access control

engineerSecurity — security posture and hardening storiesSecurity2n/auntestednone yet

Review an admin audit log of actions taken across the workspace G

Access control

product managerSecurity — security posture and hardening storiesSecurity2noneuntestednone yet

The vendor's documented support response times for each plan tier G

Trust reliability

product managerSecurity — security posture and hardening storiesSecurity2noneuntestednone yet

Build custom views and dashboard widgets that feel native to the product C

Extensibility

designerIntegrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations1none0/10

Version, review, and roll back my automations G

ai-native userAutomation depth — how much of the product can run unattendedAutomation depth1none0/10

Auto-generate a changelog for each release so shipping progress is easy to review C

Workflow automation

engineerAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows1noneuntestednone yet

Create private sub-teams restricted to specific members C

Access control

product managerSecurity — security posture and hardening storiesSecurity1noneuntestednone yet

Follow a guided walkthrough to set up my workspace the first time C

Getting started

engineerOnboarding — getting started and time-to-first-value storiesOnboarding1noneuntestednone yet

Have my in-app AI assistant learn my tone, shorthand, and preferences to tailor its output C

Ai task automation

ai-native userAutomation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows1noneuntestednone yet

Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 68 stories with headroom

What would move Jira’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.

  1. Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools

    nonemoves agent-readyimpact 45

    The evidence pack only shows Jira/Atlassian exposing an official MCP server (jira-probe-3), which is the reverse capability (Jira's tools being consumed by other agents), not Jira itself acting as an MCP client that plugs in external MCP servers to use their tools.

  2. Onboarding — getting started and time-to-first-value storiesThat exporting my workspace preserves full history—comments, attachments, and audit trails—not just task titles

    nonemoves PA Scoreimpact 30

    No evidence in the pack addresses export/backup functionality, or preservation of comments, attachments, or audit trails during export; all citations concern features, integrations, and general community sentiment unrelated to export fidelity.

  3. Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave

    nonemoves PA Scoreimpact 30

    Missing: documented full-account/data export tool, explicit open-format export (CSV/XML/JSON), data portability/backup guarantees, and any community confirmation of successful full export and migration.

  4. Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models

    nonemoves PA Scoreimpact 30

    No evidence pack item addresses AI-training data opt-out or data-use controls for Rovo AI or Jira content; all citations concern features, integrations, or general community sentiment unrelated to AI training data policy.

  5. Security — security posture and hardening storiesThe vendor's published uptime SLA and can check real-time incident status via a public status page

    nonemoves PA Scoreimpact 30

    No evidence pack items mention an uptime SLA or a public status page for Jira/Atlassian; all citations relate to features, integrations, or community sentiment on usability.

  6. Collaboration — working as a team — sharing, comments, roles, simultaneous editingSee teammates' changes reflected instantly across open sessions without refreshing

    nonemoves PA Scoreimpact 30

    No vendor documentation or community evidence describes live/real-time propagation of teammate changes without a manual refresh; the feature pages focus on views, workflows, and integrations, not real-time sync.

  7. Onboarding — getting started and time-to-first-value storiesWhether my plan enforces a minimum seat count or annual billing commitment before I subscribe

    nonemoves PA Scoreimpact 30

    No evidence in the pack addresses Jira's pricing plans, seat minimums, or annual billing commitments; all citations concern features, integrations, and general community sentiment.

  8. Collaboration — working as a team — sharing, comments, roles, simultaneous editingCreate and organize shared docs and notes alongside my project work

    nonemoves PA Scoreimpact 30

    The evidence pack shows Jira as an issue/work tracker with customizable workflows, boards, and integrations, but contains no mention of a native shared docs/notes feature within Jira itself; the only related reference is community complaint about Confluence-Jira ticket creation breaking, which is not a documented docs capability.

Showing the top 8 of 68 — every none/partial verdict in the story verdicts table is headroom.

Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.

Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map5 surfaces · 37 covered stories

Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.

Software docs33 stories

Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence

4 of 14 testable claims verified · 0 contradictedintegrity 29/100

16 distinct capability claims found in Jira’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.

4

Verified

10

Unverified

0

Contradicted

23

Undersold

Verified (4)
Unverified (11)
Undersold (23)
Claims outside our story set (2)

Real capability claims found in Jira’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.

  • Forms let partner teams submit requests and track progress

    source ↗
  • Offers global and project-level configuration settings

    source ↗
Suggest a story for these →

Business model

free-tiersubscription-per-seatenterprise-custom

Free tier (up to 10 users); per-seat Standard/Premium plans; custom annual-billed Enterprise; AI agents bundled free.

pricing ↗

Score trend

How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.

PA Score18 (Sep 1 '26)19 (Sep 10 '26)
Agent-ready10 (Aug 28 '26)24 (Sep 10 '26)

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