Linear vs Height vs Plane: Project Management for AI Teams

TL;DR

• Linear: Fastest, most polished, best for product teams ($8/user/month, free for <10 users)
• Height: Best AI features (auto-assignment, smart lists), great for async teams ($6.99/user/month, free for individuals)
• Plane: Open-source, self-hostable, best for privacy-conscious teams (free self-hosted, $10/user/month cloud)

Feature comparison

"Total cost of ownership is what matters, not sticker price. The cheapest tool that requires expensive workarounds isn't actually cheap." - Jason Lemkin, CEO at SaaStr

Linear

Best for: Product teams prioritizing speed, developer-first workflows, polished UX

Strengths:

• Fastest interface (60fps animations, instant search)
• Best keyboard shortcuts (every action has shortcut)
• Exceptional GitHub integration (auto-link PRs, branch names)
• Beautiful, minimal design
• Strong cycles/sprints feature
• Excellent roadmap visualization

Weaknesses:

• Limited AI features (just triage suggestions)
• Expensive for large teams ($8/user)
• No self-hosted option
• Fewer views than competitors (no spreadsheet view)

AI-specific features:

• AI triage (auto-prioritize issues)
• Smart issue creation from Slack/email
• Auto-labeling based on content

Use cases:

• Fast-moving product teams
• Developer-heavy AI startups
• Teams valuing speed over features
• Keyboard-first workflows

Verdict: 4.6/5 - Best overall experience, but limited AI features and higher cost.

Height

Best for: Async teams, AI-powered workflows, spreadsheet-style management

Strengths:

• Best AI features (auto-assignment, smart task creation)
• Chat-based collaboration built-in
• Spreadsheet view (best for data-heavy planning)
• Smart lists (AI-powered filtering)
• Most affordable ($6.99/user)
• Excellent for distributed teams

Weaknesses:

• Slower interface than Linear
• Less polished design
• Smaller community
• GitHub integration weaker

AI-specific features:

• Auto-assignment (AI suggests best team member)
• Smart task creation (AI extracts tasks from messages)
• Smart lists (AI-powered dynamic filtering)
• Auto-tagging (analyzes content, applies labels)
• Meeting notes → tasks (AI converts notes to issues)

Use cases:

• Async-first AI teams
• Data-heavy project planning
• Teams wanting AI automation
• Cost-conscious startups

Verdict: 4.4/5 - Best AI features and value, but interface less polished than Linear.

Plane

Best for: Open-source enthusiasts, privacy-conscious teams, self-hosting

Strengths:

• Open-source (MIT license, full control)
• Self-hostable (Docker, Kubernetes)
• Good feature set (views, integrations)
• No vendor lock-in
• Free for self-hosted deployments

Weaknesses:

• No AI features
• Slower than Linear/Height
• Requires DevOps knowledge (self-hosted)
• Smaller ecosystem
• Cloud offering new (less mature)

Use cases:

• Teams requiring data sovereignty
• Open-source projects
• Companies with self-hosting policies
• Cost-sensitive teams (self-host free)

Verdict: 4.0/5 - Solid open-source option, but lacks AI features and speed of competitors.

Speed comparison

Task: Create issue, assign to teammate, link GitHub PR, set priority (timed test)

Winner: Linear significantly faster for keyboard-heavy workflows.

AI features deep-dive

Linear

• AI triage: Suggests priority based on content (e.g., "payment failing" → High priority)
• Auto-labeling: Applies labels based on keywords
• Limited compared to Height

Height

• Auto-assignment: "AI bug in checkout" → assigns to AI engineer who owns checkout
• Smart lists: "Show tasks blocked on external API" (AI understands context)
• Task extraction: Paste meeting notes, AI creates structured tasks
• Auto-tagging: Analyzes issue content, suggests relevant tags
• Smart notifications: AI determines which updates you care about

Plane

No AI features currently.

Winner: Height by far -most comprehensive AI automation.

GitHub integration

Linear:

Commit: "LIN-123 Fix embeddings query"
→ Auto-links to Linear issue
→ Updates issue status to "In Progress"
→ Creates branch suggestion: "max/lin-123-fix-embeddings-query"

Height:

PR merged → Updates task to "Done"
Basic integration, less seamless than Linear

Plane:

Similar to Height -functional but not as polished.

Winner: Linear for developers shipping multiple PRs/day.

Pricing comparison

Scenario: 10-person AI startup

Linear:

• Free tier: Up to 10 users (unlimited for single workspace)
• Paid: $8/user/month (11+ users)
• Cost for 10 users: $0/month (free tier)
• Cost for 20 users: $160/month

Height:

• Free: Individuals only
• Team: $6.99/user/month
• Cost for 10 users: $69.90/month
• Cost for 20 users: $139.80/month

Plane:

• Self-hosted: Free (open-source)
• Cloud: $10/user/month
• Cost for 10 users: $0/month (self-hosted) or $100/month (cloud)
• Cost for 20 users: $0/month (self-hosted) or $200/month (cloud)

Winner: Linear for teams <10, Height for 10-50, Plane for self-hosters.

Keyboard shortcuts

Linear (most comprehensive):

• C: Create issue
• K: Command palette
• Q: Quick switcher
• G then I: Go to Inbox
• Cmd+Shift+K: Assign to me
• 1-5: Set priority
• 50+ shortcuts total

Height:

• N: New task
• Cmd+K: Command palette
• Cmd+/: Show shortcuts
• 20+ shortcuts

Plane:

• Basic shortcuts (create, navigate)
• ~10 shortcuts

Winner: Linear for keyboard-first teams.

Views and visualization

Linear:

• List view (fast, default)
• Board view (Kanban)
• Roadmap view (timeline visualization)
• Missing: Spreadsheet, Gantt

Height:

• List view
• Board view
• Spreadsheet view (unique, great for data analysis)
• Chat view (built-in messaging)

Plane:

• List view
• Board view
• Gantt chart (timeline dependencies)
• Calendar view

Winner: Height for variety, Plane for Gantt charts.

Use case recommendations

Choose Linear if:

• Speed is top priority
• Developer-heavy team
• Excellent GitHub integration critical
• Budget allows ($8/user or <10 users free)

Choose Height if:

• Want AI automation (auto-assign, smart lists)
• Async team (chat view useful)
• Need spreadsheet-style planning
• Cost-conscious ($6.99/user vs $8)

Choose Plane if:

• Need self-hosted solution
• Privacy/data sovereignty required
• Open-source philosophy important
• DevOps resources available

Migration complexity

Jira → Linear: Easy (Linear has import tool)

Jira → Height: Moderate (CSV export/import)

Linear ↔ Height: Moderate (1-2 days, manual export)

Any → Plane: Moderate (CSV import, some manual work)

Recommendation: Choose carefully upfront; migrations disruptive.

Real-world usage

At OpenHelm, we tested all three:

Linear (30 days):

• ✅ Team loved speed and GitHub integration
• ✅ Keyboard shortcuts saved ~10 min/day per developer
• ❌ Missed AI features for auto-assignment
• ❌ Expensive beyond 10 users

Height (30 days):

• ✅ AI auto-assignment worked well (70% accuracy)
• ✅ Spreadsheet view great for sprint planning
• ❌ Slower interface frustrating for developers
• ✅ Cost-effective

Plane (30 days):

• ✅ Self-hosted option appealing for compliance
• ❌ Missing AI features deal-breaker
• ❌ Setup overhead (Docker, monitoring)
• ✅ No vendor lock-in

Final choice: Linear (team <10, free tier + speed worth it)

Expert quote (Karri Saarinen, CEO of Linear): "We optimize for speed because engineers context-switch constantly. Every 200ms delay compounds when you're managing 50 issues/day."

FAQs

Can I use Linear for non-software projects?

Yes, but built for software teams. Height/Plane more flexible for general project management.

Which has best mobile app?

Linear (most polished iOS/Android). Height good. Plane basic.

Do they integrate with Slack?

All three integrate with Slack. Linear + Height best (bidirectional sync).

Can I try before buying?

Linear: Free <10 users. Height: 14-day trial. Plane: Free self-hosted unlimited.

What about API access?

All three have GraphQL APIs. Linear most documented, Plane most open.

Summary

Linear offers best speed and developer experience with excellent GitHub integration, ideal for fast-moving product teams under 10 users (free) or willing to pay premium. Height provides best AI features (auto-assignment, smart lists) at lower cost, great for async teams wanting automation. Plane best for privacy-conscious teams requiring self-hosted, open-source solution. For most AI startups, Linear recommended if <10 users, otherwise Height for AI features + cost efficiency.

Winner: Linear for developer teams, Height for AI automation.

Internal links:

• /blog/multi-agent-orchestration-implementation-guide
• /blog/cursor-vs-github-copilot-vs-codeium-ai-coding

External references:

• Linear
• Height
• Plane