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AI-Atlas vs Draft Canvas
AI-Atlas maps AI skills from code, whereas Draft Canvas maps overall software architecture.
AI-AtlasMap your AI skills from your GitHub code
Draft CanvasA local-first canvas for turning software architecture into a clear visual story.Which to pick
Pick AI-Atlas if you want…
- Skill mapping from public code
- AI skill mapping
- Integrations with GitHub (on AI-Atlas' list, not Draft Canvas')
Pick Draft Canvas if you want…
- Local-first architecture sketching
- A free, open-source tool
- Integrations with Next.js, TypeScript or Go (on Draft Canvas' list, not AI-Atlas')
Side by side
- What it is
- AI-Atlas:AI-Atlas scans public GitHub repos to score and map AI engineering skills across six domains.
- Draft Canvas:Draft Canvas is a local-first, open-source visual canvas for mapping software architecture.
- Best for
- AI-Atlas:Skill mapping from public code
- Draft Canvas:Local-first architecture sketching
- Who it’s for
- AI-Atlas:Developers who want to showcase and benchmark their AI project experience.
- Draft Canvas:Developers and teams who need to create and share architecture diagrams offline.
- Pricing
- AI-Atlas:Freemium
- Draft Canvas:Free
- Plans
- AI-Atlas:Free $0 · 5 credits $3 one-time · 15 credits $7 one-time · 40 credits $15 one-time
- Draft Canvas:—
- Open source
- AI-Atlas:—
- Draft Canvas:Yes, 5 GitHub stars
- Works with
- AI-Atlas:GitHub
- Draft Canvas:Next.js, TypeScript, Go, Mermaid, C4-PlantUML, draw.io, Claude, Codex
AI-Atlas features
- Score per AI field. Assigns a score for each of six AI fields based on the code you actually wrote.
- Live README card. One line of markdown puts your Atlas on your GitHub profile, and it updates every time you rescan.
- Evidence behind every score. Each project score links to the files and code that support it, so you can see exactly why it scored the way it did.
- Global & local leaderboards. Verified owners are ranked worldwide and within their country, by the evidence in their code rather than followers or stars.
- Improvement predictor. Shows which change would raise each project’s score the most, so you know what to work on next.
- Roadmaps and what-if scenarios. Turn a project’s evidence into a prioritized improvement roadmap, or estimate how much one specific improvement would raise its score.
- Verified facts before judging. Before the AI reads anything, the scanner checks what can be proven: whether notebooks were actually run, whether tests import real modules and what CI really executes.
- Fixed scoring formula. The AI only rates each project on a 7-part rubric. A fixed, published formula turns those ratings into the score, so no README can talk its way up.
Draft Canvas features
- Offline desktop app. Runs on macOS and Windows without an account and stores diagrams locally.
- AI agent integration. Connect Claude, Codex, Cursor, Gemini CLI, Junie to generate diagrams from code.
- Pattern library. Insert common architectures (CQRS, Saga, Event-Driven) with a quick shortcut.
- Step-by-step flow presentation. Walk the room through request flows, showing notes and code per step.
- Export options. Export as image, Mermaid, C4-PlantUML, Structurizr, draw.io or share a link.
- Deep dive view. Press ⌘↓ to zoom into a shape for C4-depth details without leaving the canvas.
AI-Atlas vs Draft Canvas FAQ
Is AI-Atlas or Draft Canvas free?+
AI-Atlas has a free plan and paid plans. Draft Canvas is free.
Is AI-Atlas or Draft Canvas open source?+
Draft Canvas is open source (acltabontabon/draft-canvas on GitHub, Apache-2.0 license). DevHunt has no public source repository on record for AI-Atlas.
Do AI-Atlas and Draft Canvas integrate with the same tools?+
Their integration lists don't overlap: AI-Atlas lists GitHub; Draft Canvas lists Next.js, TypeScript, Go, Mermaid and 7 more.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.