Project Management arenaProject Management
Team planning and tracking tools for software and product organizations, judged on how well they support planning, collaboration, reporting, and automation without becoming their own full-time job.
83 user stories · 498 judged cells · updated 2026-09-16 · Evidence as of 2026-09-16
Leaderboard — every product ranked by evidenceLeaderboard
| 1 | free-tier vs Asana ↗ | 56/100 | 71/100 | 46/100 | 16/100 | 59/100 | npm 1.2M/wk | 4/53 verified | 3/100 integrity | ||
| 2 | free-tier vs Linear ↗ | 45/100 | 52/100 | 64/100 | 21/100 | 32/100 | npm 125.3k/wk | 5/33 verified | 10/100 integrity | ||
| 3 | free-tier vs Linear ↗ | 59/100 | 46/100 | 28/100 | 11/100 | 20/100 | npm 937.4k/wk | 22/40 verified · 3 disputed | 33/100 integrity | ||
| 4 | free-tier vs Linear ↗ | 52/100 | 58/100 | 19/100 | 7/100 | 37/100 | npm 4/wk | 7/31 verified · 1 disputed | 14/100 integrity | ||
| 5 | free-tier vs Linear ↗ | 35/100 | 39/100 | 36/100 | 9/100 | 40/100 | Popular | 16/39 verified | 11/100 integrity | ||
| 6 | free-tier vs Linear ↗ | 24/100 | 26/100 | 0/100 | 10/100 | 38/100 | Popular | 17/37 verified | 29/100 integrity |
Best by user type — persona-weighted winnersBest by user type
Per persona, the product with the highest persona-weighted coverage over just that persona's stories — not the same ranking as the overall PA Score leaderboard above.
Story matrix — every product × every judged storyStory matrix
Agenticness — how well agents can access and operate the productAgenticness
Agent access
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Agenticness — how well agents can access and operate the productPoint an agent at llms.txt or agent-oriented docs | ai-native | partialC 6/10 | fullT 8/10 | fullT 9/10 | fullT 9/10 | partialT 6/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productRun the product headlessly / in CI for automation | ai-native | fullC 7/10 | partialC 6/10 | partialT 5/10 | fullT 8/10 | partialC 6/10 | partialT 4/10 |
| Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools | ai-native | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productConnect an agent via an official MCP server | ai-native | fullT 7/10 | fullT 8/10 | fullT 8/10 | fullT 8/10 | fullT 8/10 | fullT 7/10 |
| Agenticness — how well agents can access and operate the productUse an official CLI | ai-native | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productDrive the product through a documented public API | ai-native | fullC 9/10 | fullC 9/10 | fullT 9/10 | fullT 9/10 | fullT 9/10 | fullT 7/10 |
| Agenticness — how well agents can access and operate the productIssue scoped/least-privilege API credentials for an agent | ai-native | partialC 6/10 | partialC 5/10 | none 0/10 | partialC 7/10 | fullC 7/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productBuild against official SDKs | ai-native | fullC 8/10 | none 0/10 | none 0/10 | fullT 8/10 | fullT 7/10 | partialT 3/10 |
| Agenticness — how well agents can access and operate the productSubscribe to events via webhooks | ai-native | fullC 9/10 | fullC 7/10 | partialC 3/10 | fullC 8/10 | fullC 8/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productHand off work between tools or agents without losing context or information | ai-native | fullC 7/10 | partialT 6/10 | partialT 7/10 | partialT 6/10 | partialT 7/10 | partialT 5/10 |
| Agenticness — how well agents can access and operate the productReview AI agent code changes and comment on specific lines from a mobile app, then have the agent iterate | engineer | fullC 9/10 | n/a | none 0/10 | n/a | n/a | n/a |
Agentic features
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Agenticness — how well agents can access and operate the productRestore an AI coding agent's session to any previous checkpoint in its version history | engineer | fullC 8/10 | n/a | none 0/10 | n/a | none 0/10 | n/a |
| Agenticness — how well agents can access and operate the productHave a coding agent auto-detect and install the toolchains and dependencies it needs for a task | ai-native | fullC 8/10 | n/a | n/a | n/a | n/a | n/a |
| Agenticness — how well agents can access and operate the productHave an agent verify its own implementation by navigating the app and capturing before-and-after screenshots | ai-native | fullC 8/10 | n/a | none 0/10 | n/a | n/a | n/a |
| Agenticness — how well agents can access and operate the productGet AI-generated insights and suggestions from my data inside the product | ai-native | partialC 6/10 | partialC 6/10 | fullC 7/10 | partialC 6/10 | partialC 6/10 | partialC 5/10 |
| Agenticness — how well agents can access and operate the productSet up automations that run autonomously in the background | ai-native | fullC 8/10 | fullC 7/10 | partialC 7/10 | partialC 6/10 | fullC 8/10 | partialC 5/10 |
| Agenticness — how well agents can access and operate the productDelegate tasks to a built-in AI assistant inside the product | ai-native | fullC 8/10 | fullC 7/10 | fullC 7/10 | fullC 7/10 | fullC 8/10 | partialC 6/10 |
| Agenticness — how well agents can access and operate the productOperate the product with natural-language commands | ai-native | fullC 8/10 | partialT 6/10 | fullT 8/10 | partialT 6/10 | fullC 7/10 | partialT 5/10 |
| Agenticness — how well agents can access and operate the productHave AI break a code diff into focused sections with explanations of what changed and why | engineer | fullC 8/10 | n/a | none 0/10 | n/a | n/a | n/a |
| Agenticness — how well agents can access and operate the productBuild and configure my own custom AI agent within the product | ai-native | partialC 6/10 | partialC 6/10 | partialC 6/10 | partialC 7/10 | fullC 7/10 | none 0/10 |
Api quality
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Agenticness — how well agents can access and operate the productExplore an interactive API reference with runnable examples | ai-native | partialC 6/10 | fullC 8/10 | fullT 8/10 | partialT 6/10 | none 0/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productDownload a machine-readable API spec (OpenAPI or equivalent) | ai-native | partialC 6/10 | fullT 9/10 | fullT 8/10 | fullT 9/10 | fullC 7/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productTest against a sandbox environment without touching production data | ai-native | n/a | fullC 8/10 | none 0/10 | none 0/10 | partialC 5/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productRely on versioned APIs with a documented deprecation policy | ai-native | partialC 5/10 | fullC 8/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Agenticness — how well agents can access and operate the productThe documented API rate limits and concurrency caps before building automation at scale | ai-native | fullC 8/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
Automation depth — how much of the product can run unattendedAutomation depth
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Automation depth — how much of the product can run unattendedPerform bulk operations across many items at once | ai-native | partialC 4/10 | none 0/10 | partialX 5/10 | partialC 4/10 | disputedD 4/10 | partialT 6/10 |
| Automation depth — how much of the product can run unattendedDefine rules that trigger actions automatically on events | ai-native | fullC 8/10 | fullC 7/10 | fullC 7/10 | partialC 6/10 | fullC 7/10 | fullC 6/10 |
| Automation depth — how much of the product can run unattendedSchedule recurring jobs or workflows | ai-native | fullC 8/10 | partialC 4/10 | partialC 4/10 | none 0/10 | partialC 5/10 | partialC 4/10 |
| Automation depth — how much of the product can run unattendedVersion, review, and roll back my automations | ai-native | partialC 4/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows
Ai task automation
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Automation workflows — building automations — triggers, actions, branching, schedulingHave AI automatically triage and prioritize incoming bugs and tasks | ai-native | fullC 8/10 | partialC 5/10 | partialC 5/10 | partialC 4/10 | partialC 5/10 | partialC 4/10 |
| Automation workflows — building automations — triggers, actions, branching, schedulingHave my in-app AI assistant learn my tone, shorthand, and preferences to tailor its output | ai-native | none 0/10 | partialC 4/10 | partialC 6/10 | none 0/10 | none 0/10 | none 0/10 |
Workflow automation
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Automation workflows — building automations — triggers, actions, branching, schedulingAuto-generate a changelog for each release so shipping progress is easy to review | engineer | fullC 7/10 | none 0/10 | partialC 4/10 | none 0/10 | n/a | none 0/10 |
| Automation workflows — building automations — triggers, actions, branching, schedulingBuild multi-step automations without writing code | product-manager | fullC 7/10 | partialC 6/10 | partialC 5/10 | partialC 3/10 | partialX 6/10 | fullC 6/10 |
| Automation workflows — building automations — triggers, actions, branching, schedulingBuild trigger-and-action automation rules to eliminate repetitive manual steps | engineer | fullC 8/10 | partialC 6/10 | fullC 6/10 | partialC 6/10 | partialC 5/10 | partialC 6/10 |
| Automation workflows — building automations — triggers, actions, branching, schedulingCreate a workflow that runs on a schedule or recurring event to handle routine team work | engineer | fullC 8/10 | partialC 4/10 | partialC 5/10 | partialT 4/10 | partialC 6/10 | partialC 4/10 |
| Automation workflows — building automations — triggers, actions, branching, schedulingWhat happens—extra charges, throttling, or a hard stop—when I exceed my plan's automation or API call limits | ai-native | partialC 6/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration
Cross tool sync
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Collaboration — working as a team — sharing, comments, roles, simultaneous editingKeep project status updated from my design tool without switching apps | designer | none 0/10 | partialC 3/10 | none 0/10 | partialC 4/10 | none 0/10 | partialX 4/10 |
Docs knowledge
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Collaboration — working as a team — sharing, comments, roles, simultaneous editingCreate and organize shared docs and notes alongside my project work | product-manager | partialC 6/10 | none 0/10 | partialC 5/10 | fullX 8/10 | none 0/10 | none 0/10 |
In context discussion
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Collaboration — working as a team — sharing, comments, roles, simultaneous editingComment directly on specific text or images within an item's description | engineer | fullC 9/10 | none 0/10 | none 0/10 | partialC 3/10 | none 0/10 | none 0/10 |
Real time sync
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Collaboration — working as a team — sharing, comments, roles, simultaneous editingSee teammates' changes reflected instantly across open sessions without refreshing | engineer | none 0/10 | none 0/10 | partialX 4/10 | partialX 5/10 | none 0/10 | none 0/10 |
Team chat
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Collaboration — working as a team — sharing, comments, roles, simultaneous editingChat with my team directly inside the same tool I plan work in | engineer | partialC 4/10 | none 0/10 | fullX 7/10 | none 0/10 | partialC 5/10 | none 0/10 |
Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations
App ecosystem
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Integrations — connecting to other tools — breadth and depth of built-in integrationsKeep tasks bi-directionally synced with my code repository's issue tracker instead of duplicating data | engineer | partialC 5/10 | none 0/10 | none 0/10 | partialX 5/10 | none 0/10 | partialC 5/10 |
| Integrations — connecting to other tools — breadth and depth of built-in integrationsSee my assigned tasks from multiple project management tools in one unified view | engineer | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Integrations — connecting to other tools — breadth and depth of built-in integrationsConnect common tools like Slack, GitHub, and Google Drive natively | engineer | fullC 9/10 | partialC 4/10 | partialC 5/10 | disputedD 3/10 | fullC 8/10 | partialC 6/10 |
| Integrations — connecting to other tools — breadth and depth of built-in integrationsConnect my workspace to thousands of third-party tools via an app marketplace | product-manager | partialC 6/10 | partialC 6/10 | fullC 8/10 | partialX 6/10 | fullC 9/10 | fullC 8/10 |
Extensibility
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Integrations — connecting to other tools — breadth and depth of built-in integrationsBuild custom views and dashboard widgets that feel native to the product | designer | none 0/10 | partialC 5/10 | none 0/10 | none 0/10 | partialC 6/10 | none 0/10 |
Onboarding — getting started and time-to-first-value storiesOnboarding
Getting started
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Onboarding — getting started and time-to-first-value storiesThat exporting my workspace preserves full history—comments, attachments, and audit trails—not just task titles | product-manager | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Onboarding — getting started and time-to-first-value storiesFollow a guided walkthrough to set up my workspace the first time | engineer | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Onboarding — getting started and time-to-first-value storiesImport my data from another tool when switching over | product-manager | fullC 6/10 | none 0/10 | none 0/10 | none 0/10 | partialC 3/10 | none 0/10 |
| Onboarding — getting started and time-to-first-value storiesJumpstart a new project using pre-built templates | product-manager | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | fullC 7/10 |
Openness — open source, data portability, and self-hosting storiesOpenness
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Openness — open source, data portability, and self-hosting storiesDo everything through the API that I can do in the UI | ai-native | partialC 7/10 | partialC 6/10 | partialT 6/10 | partialT 6/10 | partialC 6/10 | partialT 4/10 |
| Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave | ai-native | partialX 4/10 | partialC 4/10 | none 0/10 | disputedD 4/10 | none 0/10 | none 0/10 |
| Openness — open source, data portability, and self-hosting storiesRead the product's source under an open license | ai-native | none 0/10 | none 0/10 | n/a | none 0/10 | none 0/10 | none 0/10 |
| Openness — open source, data portability, and self-hosting storiesSelf-host the core product | ai-native | none 0/10 | n/a | none 0/10 | none 0/10 | none 0/10 | partialX 3/10 |
Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking
Mobile access
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Planning tracking — planning and tracking work — issues, sprints, boards, statusManage my tasks from a full-featured native mobile app without missing desktop functionality | engineer | partialC 4/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
Task management
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Planning tracking — planning and tracking work — issues, sprints, boards, statusTrack cross-team dependencies to coordinate large launches | product-manager | partialC 5/10 | none 0/10 | none 0/10 | partialX 3/10 | none 0/10 | partialX 6/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusCustomize fields and workflow statuses to match my team's process | product-manager | none 0/10 | none 0/10 | fullX 7/10 | partialX 4/10 | none 0/10 | partialX 7/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusTrack initiatives with status, priority, and an owning team | product-manager | fullC 8/10 | none 0/10 | partialX 6/10 | partialX 5/10 | none 0/10 | fullX 7/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusPlan and manage sprints for agile software development | engineer | partialX 4/10 | none 0/10 | partialX 5/10 | partialX 4/10 | none 0/10 | partialX 7/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusCreate tasks and assign them to teammates with due dates | engineer | partialX 4/10 | partialC 5/10 | fullX 8/10 | partialX 5/10 | none 0/10 | fullX 7/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusBreak work into subtasks and link dependent tasks so blocking order is clear | engineer | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | partialC 4/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusLog time directly against tasks and projects | engineer | none 0/10 | none 0/10 | fullC 7/10 | none 0/10 | none 0/10 | none 0/10 |
Views organization
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Planning tracking — planning and tracking work — issues, sprints, boards, statusHow the product performs and whether item caps apply in workspaces with tens of thousands of tasks | engineer | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusSwitch between board, list, calendar, and timeline views of the same work | engineer | none 0/10 | none 0/10 | none 0/10 | partialX 3/10 | none 0/10 | fullC 8/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusSave a filtered view of work and share it with a link | engineer | fullC 9/10 | none 0/10 | partialC 4/10 | none 0/10 | none 0/10 | partialX 4/10 |
| Planning tracking — planning and tracking work — issues, sprints, boards, statusSearch across all tasks, docs, and comments and get fast, accurate results | engineer | none 0/10 | none 0/10 | partialC 6/10 | disputedD 5/10 | none 0/10 | partialX 3/10 |
Privacy posture — data-handling and privacy storiesPrivacy posture
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Privacy posture — data-handling and privacy storiesChoose where my data is stored (region/residency) | ai-native | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models | ai-native | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Privacy posture — data-handling and privacy storiesControl data retention and deletion | ai-native | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Privacy posture — data-handling and privacy storiesOpt out of telemetry and usage tracking | ai-native | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
Reporting insights — stories about reporting insights in this arenaReporting insights
Ai insights
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Reporting insights — stories about reporting insights in this arenaAsk AI a question and get an instant answer with citations from my workspace content | ai-native | none 0/10 | partialC 4/10 | fullC 7/10 | partialC 5/10 | none 0/10 | none 0/10 |
| Reporting insights — stories about reporting insights in this arenaHave AI draft a project or initiative status update from recent activity | ai-native | fullC 8/10 | partialC 4/10 | fullC 7/10 | partialC 4/10 | fullC 7/10 | partialC 3/10 |
Dashboards
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Reporting insights — stories about reporting insights in this arenaBuild dashboards and widgets to report on project progress | product-manager | none 0/10 | partialC 3/10 | none 0/10 | none 0/10 | partialX 6/10 | partialC 6/10 |
| Reporting insights — stories about reporting insights in this arenaRoll up progress across multiple projects into a single portfolio view | product-manager | partialC 4/10 | none 0/10 | partialC 3/10 | partialX 3/10 | none 0/10 | partialC 5/10 |
Security — security posture and hardening storiesSecurity
Access control
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Security — security posture and hardening storiesReview an admin audit log of actions taken across the workspace | product-manager | none 0/10 | none 0/10 | none 0/10 | none 0/10 | partialC 4/10 | none 0/10 |
| Security — security posture and hardening storiesAssign granular permissions and roles to control who can view or edit work | product-manager | partialC 5/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | partialC 4/10 |
| Security — security posture and hardening storiesCreate private sub-teams restricted to specific members | product-manager | fullC 9/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Security — security posture and hardening storiesRequire AI-authored commits to be cryptographically signed with my SSH or GPG key | engineer | fullC 8/10 | n/a | n/a | n/a | n/a | n/a |
| Security — security posture and hardening storiesSecure organization access with SSO and SAML | engineer | partialC 7/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | partialC 5/10 |
Trust reliability
| Story | Persona | ||||||
|---|---|---|---|---|---|---|---|
| Security — security posture and hardening storiesThe vendor's published uptime SLA and can check real-time incident status via a public status page | product-manager | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
| Security — security posture and hardening storiesThe vendor's documented support response times for each plan tier | product-manager | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 | none 0/10 |
Adjacent arenas — categories often shopped togetherAdjacent arenas
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