Alloy vs Codia AI

Alloy is a product prototyping and user-testing platform that can work from a connected codebase or capture pages through a browser extension. With a codebase connected, it can run an app and show changes live in a browser. Teams can make interactive prototypes, share them, run sessions and collaborate. The Free plan includes $5 credits per user per month, unlimited sessions and viewers, and 30+ integrations. Alloy lists Linear, Jira, Slack and Intercom among its integrations. Sessions can be exported, accessed through MCP or turned into GitHub pull requests; teams can also push changes to a pull request and roll them out to customers. The browser extension needs no setup. Connecting a codebase requires admin permissions and about 15 minutes. Free has standard support, Pro has priority support, and Enterprise has 24/7 support. Pro costs $20 per user per month. Enterprise pricing is custom and includes API access, an account manager, custom terms, and SAML + SCIM.

Codia AI converts screenshots, PDFs, slides, images, and design files into editable designs and other creative formats. Its Screenshot to Figma workflow detects text and layout to rebuild screenshots as editable layers. It also converts Photoshop files and content from Canva, Notion, or Office into Figma designs. For development, it can turn screenshots, PDFs, or Figma files into code for React, Vue, SwiftUI, Flutter, Android, or plain HTML. NoteSlide converts NotebookLM exports, regular PDFs, and image-based slides into editable PowerPoint or Keynote presentations. Visual Struct API turns interface screenshots and mockups into structured JSON, SVG, and Figma-compatible files. The product family includes Codia Studio and Figma and Canva plugins, with listed workflows for Figma, Canva, Photoshop, Sketch, Cursor, Claude Desktop, and ChatGPT. Codia offers web, API, and extension access, and lists a free plan at free. It says private customer files, prompts, and outputs are not used to train models unless the customer opts in or a separate written agreement provides otherwise. Converted output may need manual review, and OCR depends on source quality.