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Confluence Alternative

Dockr vs Confluence: Automatic Code Documentation

Confluence is a powerful general-purpose wiki. Dockr is purpose-built for code documentation. Here's when to choose each.

Feature Comparison

FeatureDockrConfluence
Documentation sourceAuto-generated from codeManually written
Sync with code changes✅ Automatic via webhook❌ Manual updates required
Visual diagrams (UML, sequence)✅ AI-generated automatically⚠️ Manual embeds only
Code-specific context✅ FAQs, Tips, Notes per function❌ Generic documentation
Programming languages11+ (Python, JS, TS, Java, Go, etc.)Language-agnostic (text only)
Setup time10 minutes (webhook config)Hours of page creation
Best forCode documentation, API docsGeneral wikis, project docs
Pricing modelUsage-based (per LOC)Per-user subscription

When to choose Confluence

Confluence is the better choice if your team needs:

  • A general-purpose wiki for meeting notes, project plans, and team documentation
  • Collaborative editing with multiple authors in real-time
  • Deep integration with the entire Atlassian ecosystem (Jira, Bitbucket)
  • Flexible page templates for non-technical documentation

Confluence excels at what it's designed for: general documentation. It's not optimized for code documentation, which is why it falls out of sync so quickly.

When to choose Dockr

Dockr is the better choice if your team:

  • Spends too much time writing and maintaining code documentation
  • Struggles with onboarding new developers to complex codebases
  • Needs visual diagrams (class diagrams, sequence diagrams) that stay current
  • Wants documentation that automatically updates with every commit
  • Prefers transparent, usage-based pricing over per-seat subscriptions

Dockr is purpose-built for one thing: turning your codebase into living, always-current documentation without manual effort.

Pricing Comparison

Dockr

Credits-based, usage-driven pricing

Professional $4 per credit
1 credit = 1,000 lines of code

Example: 50,000 LOC codebase = ~$200/year

Confluence

Per-user subscription pricing

Standard $5.75/user/month
Premium $11/user/month

Example: 10-person team = $690/year (Standard)

For code documentation, Dockr is typically 60-70% less expensive than Confluence while providing automatic updates.

Frequently Asked Questions

Can Dockr replace Confluence entirely?
For code documentation, yes. Dockr auto-generates living documentation from your repositories, while Confluence requires manual writing and maintenance. However, Confluence is still useful for non-code documentation like meeting notes, project plans, and team wikis. Many teams use both: Dockr for code docs, Confluence for everything else.
How does Dockr keep documentation in sync with code?
Dockr uses webhooks to detect changes in your Git repository. Every push triggers a re-analysis of changed files, and documentation updates automatically. With Confluence, developers must remember to manually update docs after code changes - which rarely happens consistently.
Is Dockr more expensive than Confluence?
Dockr uses credits-based pricing ($4 per 1,000 lines of code). For a typical 50,000 LOC codebase, that's ~$200/year. Confluence starts at $5.75/user/month ($69/user/year). For a 10-person team, Confluence costs $690/year vs. Dockr at ~$200/year for the same codebase.
What if my team already uses Confluence?
Many Dockr users keep Confluence for non-code docs and use Dockr for code documentation. Dockr can export documentation that you can reference or link from Confluence. The migration path is gradual - start with one repository, see the value, then expand.

See Dockr in action on your codebase

Book a 15-minute walkthrough. We'll generate documentation from your actual code and show you how it compares to Confluence.

Book a Walkthrough

7-day trial with 2MB upload after the demo - no credit card required