As a product manager, your tooling directly impacts how quickly your team moves and how aligned everyone stays. Two tools often appear on the consideration list: Height for task management and Confluence for documentation. They solve different problems, and choosing between them (or using both) depends entirely on what your team needs most right now.
Quick Comparison Table
| Feature | Height | Confluence |
|---|---|---|
| Primary Use | Issue tracking, task management | Documentation, knowledge base |
| Pricing | Free / $6.99/user/month | Free / $6.05/user/month |
| Best AI Feature | AI task creation from text | Limited AI capabilities |
| Integration Strength | Standalone, modern API | Deep Jira integration |
| Page Structure | Flat task lists, smart filters | Hierarchical spaces and pages |
| Permissions Model | Simple role-based access | Granular space and page-level permissions |
| Learning Curve | Shallow (modern, intuitive) | Steeper (many configuration options) |
| Real-Time Collaboration | Yes, inline comments | Yes, inline comments and suggestions |
Height: Deep Dive
Height positions itself as the task management tool for modern product teams. It strips away complexity and leans heavily into AI-assisted workflows. When you're juggling features, bugs, bug fixes, and roadmap items, Height's interface keeps everything visible without drowning you in settings.
Strengths
Height's AI task creation is genuinely useful. Instead of manually typing out a feature request or bug report, you can drop in a voice note, screenshot, or slack message, and Height parses it into a structured task. For busy PMs constantly context-switching, this saves real time. The feature works because Height understands project context. Feed it "users are confused about the billing page" and it doesn't just create a vague task. It creates something actionable.
The Smart Lists feature deserves attention. Rather than managing dozens of filters and saved views, Smart Lists let you build dynamic lists based on conditions you care about. Want to see all tasks assigned to your iOS team that are blocked? One Smart List. Want another for high-priority bugs coming in this week? Another Smart List. This scales better than traditional kanban boards as your backlog grows.
The modern UX matters more than it sounds. Height doesn't feel like inherited enterprise software. Navigating between tasks, commenting, and changing status feels fluid. If your team has used GitHub Issues or Linear, Height's interface will feel familiar and fast. This matters because tools that feel pleasant get used consistently.
Height works as a standalone system. You don't need Jira, GitHub, or any other tool to make it work. This is perfect if your team isn't yet embedded in complex toolchains or if you want a single source of truth for all product work.
Weaknesses
Height lacks the documentation capabilities product managers often need. Yes, it has task descriptions and comment threads, but it's not designed for structured documentation. You can't build a product specification document, decision log, or onboarding guide inside Height. That's not what it's built for.
Integration depth is limited compared to dedicated documentation or project management behemoths. If your engineering team lives in Jira and your team lives in Confluence, Height becomes an additional context-switch. You're asking people to check Height for PM decisions while checking Confluence for specs and Jira for engineering work.
The pricing model charges per user, which scales quickly for larger teams. At $6.99 per person per month, a 15-person product organization pays $1,260 per year. That's reasonable, but it adds up when paired with Confluence or other tools.
Height's strength in AI task creation is also its limitation if your team already has structured processes. If you've built careful prioritization frameworks and have strong intake processes, the AI might feel like an extra layer rather than a time-saver.
Confluence: Deep Dive
Confluence is Atlassian's documentation platform, and it's built to handle the messy reality of how teams actually store information. For product teams embedded in the Atlassian ecosystem (Jira, Bitbucket, Opsgenie), Confluence acts as a natural hub for decisions, specs, and institutional knowledge.
Strengths
The Jira integration is genuinely deep. Embed Jira issues directly into Confluence pages. Link a specification page to its corresponding engineering tickets. Queries pull data from Jira in real-time. If your engineering team's source of truth is Jira, Confluence becomes an extension that connects strategy and execution. This matters because it creates a single narrative thread from product vision to code deployed.
Confluence's page hierarchy is powerful for teams with mature documentation needs. Create spaces for different product areas, teams, or initiatives. Within each space, build page hierarchies that mirror your organizational thinking. Unlike flat task lists, this structure scales well when you have hundreds of documents. A new PM joining your team can navigate a thoughtfully built Confluence space and understand your product, decisions, and processes in weeks rather than months.
Permissions are granular. You can restrict a space to the product team, allow another space to be read-only for the entire company, and give specific teams access to confidential roadmap documents. This flexibility prevents accidental information leaks and keeps sensitive data protected while still fostering transparency where it matters.
Confluence works smoothly with the rest of the Atlassian suite. If you use Jira Service Management, Bitbucket for code reviews, or Opsgenie for incidents, Confluence feels like a natural part of that ecosystem. Many teams adopt all of these tools together because they work well together.
Weaknesses
Confluence doesn't handle task management well. You can create to-do lists inside pages, but you can't manage them like you would in Height or Jira. No real-time status updates, no smart filtering, no assignment workflows. Confluence is documentation first. If you need to track "who's working on what this week," you need another tool.
The learning curve is steeper than Height. Confluence has decades of enterprise software DNA. There are space settings, page templates, macros, and permission models. A well-configured Confluence instance is powerful. A poorly configured one becomes a documentation dumping ground. You'll spend more time thinking about structure upfront.
Confluence doesn't have AI-native workflows the way Height does. While Atlassian has added some generative AI features, they're not as integrated into the core workflows. You won't get the "turn a voice note into a structured task" experience that Height offers.
The per-user pricing ($6.05/month) doesn't sound cheaper than Height, but Confluence often requires more careful permission management and structure. Teams often end up with fewer active Confluence users than they might have expected because access is more restricted.
If you don't use Jira, Confluence feels like overkill. It's optimized for teams that already have Jira as their engineering source of truth. Without that integration, you're buying a documentation tool that has more overhead than alternatives designed to be standalone.
Verdict: When to Choose Each
Choose Height if: Your team needs a modern, AI-assisted task and issue tracking system. You don't have deep Jira integration requirements. You want to centralize all project management work in a single tool. Your team is 10-40 people and speed of tool adoption matters. You're building new processes and want a tool that makes intake and prioritization fast. You've used Linear or GitHub Issues and want something similar but designed for product teams specifically.
Choose Confluence if: Your team already uses Jira extensively and you need deep integration between engineering and product work. You need to build a structured knowledge base with complex hierarchies and permissions. You're storing architectural decisions, specifications, and institutional knowledge that will outlive individual projects. Your company is already an Atlassian customer (Jira, Bitbucket, Opsgenie) and you want ecosystem cohesion. You have compliance or security requirements that demand granular permission models.
Choose Both if: You're a mature product organization that needs both task management and documentation. Height for sprint work, backlog management, and day-to-day decisions. Confluence for specifications, architecture decisions, product roadmap guides, and company-wide knowledge. Many successful teams operate this way, with Height as the operational tool and Confluence as the institutional memory.
The best approach is to evaluate your current tooling. If you're already in Jira, start with Confluence. If you're looking for a standalone PM tool, test Height. Check the PM Tool Picker for a more guided evaluation process, or browse the complete PM tools directory to see what other teams are using.
Height and Confluence aren't competitors. They solve adjacent problems. Height wins on speed and modern UX. Confluence wins on integration and documentation scale. Your choice depends on whether your team's biggest pain point right now is managing tasks or managing knowledge.