Paper | AI-first | 8.2% |     | $ 192 |  | Canvas agent plus MCP for external coding agents | Not confirmed | Vector editing in progress (roadmap) | Unlimited free editors on every plan | Comments (shipped July 2026) | HTML/CSS canvas exports as code; MCP | Multiple frames on canvas | Components with slots 'coming soon' | Three.js islands only planned | Real CSS flex; CSS Grid planned | Not confirmed |
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Google Stitch | AI-first | 5.3% |  | Free |  | Prompt, sketch or screenshot to UI screens and variants | Browser app, requires Google sign-in | Not confirmed | No multi-user editing yet (staff reply, Apr 2026) | Not confirmed | HTML/CSS export, paste to Figma, MCP server | Multiple screens on a design canvas | Not confirmed | Not documented | Not confirmed | Prototypes built from linked screens |
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pen.dev | AI-first | 3.4% |    | Free |  | On-canvas agents; MCP/CLI for coding agents | Local .pen files; offline use not documented | Paths, curves, SVG paste | Share links are view-only snapshots | Not confirmed | 1-click HTML + CSS/Tailwind export | Frames on an infinite canvas | Components with overrides and slots | Not documented | Fill/hug/absolute layout | Not confirmed |
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UX Pilot | AI-first | 2.8% |  | $ 264 |  | Prompt/document to wireframes and hi-fi; heatmaps, review | Web app and Figma plugin | Not documented | Team Collaboration on Teams plan; real-time unverified | Not confirmed | Figma export, code export, GitHub sync | Multi-screen flows | Imports Figma components | Not documented | Mobile and desktop screen sizes | Interactive hi-fi prototypes |
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Magic Patterns | AI-first | 2.7% |  | $ 204 |  | Prompt/screenshot to coded prototypes on your DS | Web app only | Not documented | Real-time multiplayer editing | Inline comments | Code download, GitHub sync, Figma export, MCP | Canvas and multi-page designs | Uses design-system code components | Not documented | Not confirmed | Interactive coded prototypes |
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Subframe | AI-first | 1.8% |   | $ 240 |  | Claude Code/Codex agent designs and codes on canvas | Code stays local; canvas lives in cloud | Not confirmed | Multiplayer with team and agents | Threaded comments on elements | React/Tailwind in your codebase | Infinite canvas | Components with props, slots, variants | Not documented | Layers map to responsive flex code | Share prototypes; coded, not hotspot-based |
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Banani | AI-first | 0.5% |  | $ 144 |  | Prompt/image/Figma link to multi-screen UI | Web app only | Not confirmed | Shared team projects on paid plans | Link sharing for feedback; comments unverified | Figma (auto layout), HTML/CSS, MCP | Multi-screen canvas | Design system import; instances unverified | Not documented | Auto layout kept on Figma export | Clickable multi-screen prototypes |
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Moonchild | AI-first | 0.1% |  | $ 153 |  | PRD to UI flows using your design system | Web app | Not documented | Team plan with shared credits; real-time unverified | Not confirmed | Figma export; MCP to Claude Code/Cursor/Codex | Chat-powered infinite canvas | Built from imported DS components | Not documented | Not confirmed | Design with prototypes |
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Visily | AI-first | Not in survey |  | $ 168 |  | Text/screenshot to screens, components, diagrams, themes | Web app only | Not confirmed | Real-time co-designing | Commenting on all plans | Export to code and Figma on Pro | Boards hold multiple screens | Smart Components and synced templates | Not documented | Not confirmed | Interactive prototyping, AI auto-prototype |
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Relume | AI-first | Not in survey |  | $ 216 |  | Prompt to sitemap, wireframes, style guide, copy | Web app only | Not documented | Unlimited editors; real-time unverified | View & comment sharing on paid plans | Export to Figma, Webflow, React | Wireframe per sitemap page | 1,000+ Figma/Webflow/React components | Not documented | Not confirmed | Publishes live sites; no prototype mode |
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Figma | Design app | 82.6% |      | $ 192 |  | Figma Make, Figma Agent, image edits, MCP server | Desktop app; can't open new files offline | Pen tool and vector networks | Simultaneous multiplayer editing | Comments on canvas and prototypes | Dev Mode inspect, code snippets, MCP | Multiple frames per page | Components with variants and properties | No native 3D; plugins only | Auto layout, grid and constraints | Native prototyping with smart animate |
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Framer | Design app | 17.5% |    | $ 120 |  | Framer Agent builds pages, components, code | Online editor; no offline mode stated | Vector drawing and icon sets | Real-time co-editing | Comments; viewers comment free | Publishes live site; no spec inspect | Multiple pages and breakpoints on canvas | Components with variants | Native 3D transforms | Stacks, grids and breakpoints | Interactions, effects, live preview |
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Adobe Photoshop | Design app | 1.6% |     | $ 240 |  | Generative Fill/Expand, Harmonize, upscale | Desktop app works offline | Pen tool and vector paths | Shared cloud docs; no live co-editing | Comments via Share for review | No dev handoff | Artboards | Smart Objects, not true symbols | Perspective warp; 3D features removed | No responsive layout | No prototyping |
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Adobe Illustrator | Design app | 1.4% |    | $ 276 |  | Firefly: text to vector, recolor, expand | Desktop app works offline | Industry-standard pen tool | No simultaneous co-editing | Comments via Share for review | No dev handoff | Multiple artboards | Symbols | 3D and Materials effects | No auto layout or constraints | No prototyping |
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Penpot | Design app | 1.1% |   | $ 84 |  | No built-in AI; free MCP server for agents | Browser only; self-hosting possible | Vector path/pen tool | Real-time multiplayer editing | Comments, now in design workspace | Inspect tab with CSS/SVG/HTML code | Multiple boards per page | Components with variants | No 3D transforms | Flex and grid layout, constraints | Interactive prototyping with flows |
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Sketch | Design app | 0.9% |    | $ 120 |  | Free local MCP server for external AI clients | Native Mac app works offline | Vector pen tool | Real-time collaboration on Mac | Free viewers can browse and comment | Developer handoff in the web app | Multiple artboards per page | Symbols with overrides | No 3D transforms | Stack layouts, min/max sizing | Built-in prototyping, web preview |
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Affinity by Canva | Design app | 0.7% |   | Free |  | Canva AI tools need paid Canva plan | Local desktop app, works offline | Pen and vector tools | No real-time co-editing | No commenting | No dev handoff | Multiple artboards | Symbols | Not confirmed | Constraints only; no auto layout | No prototyping |
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Axure RP | Design app | 0.1% |    | $ 348 |  | Experimental read-only MCP server | Desktop app; local files | Pen tool for vector shapes | Team projects use check-out/check-in | Comments on Axure Cloud | Inspect on Axure Cloud | Pages, not multiple artboards | Components (formerly masters) | No 3D transforms | Adaptive views; no auto layout | Advanced conditional prototyping |
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UXPin | Design app | Not in survey |    | $ 348 |  | Forge and AI Chat Agent build coded UI | Desktop app keeps editing open page offline | Not confirmed | Not confirmed | Comments and review | Code-backed specs and JSX export | Pages; unverified multi-artboard canvas | Coded components and patterns | Not confirmed | Not confirmed | Variables, conditions, expressions |
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MockFlow | Design app | Not in survey |    | $ 108 |  | Screenshot-to-wireframe, Mida agent, MCP | Offline desktop app on Max plan | Not confirmed | Real-time team collaboration | Comments incl. audio comments | Build mode code export (Max) | Pages; artboard canvas unverified | Reusable components and UI kits | No 3D transforms advertised | Not confirmed | Clickable wireframe links |
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Lunacy | Design app | Not in survey |     | Free |  | Background remover, upscaler, text/avatars | Full offline mode with local files | Vector pen tool | Real-time collaboration | Comments incl. audio and stickers | Handoff listed as supported | Multiple artboards | Components and variables | No 3D transforms | Auto layout and constraints | Clickable prototypes |
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Pixso | Design app | Not in survey |    | $ 144 |  | Design AI, D2C/C2D, MCP server | Not confirmed | Vector pen tool | Real-time multiplayer editing | Comments | Dev view and design-to-code | Multiple frames per page | Team component libraries | Not confirmed | Auto layout | Prototype presentation links |
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