Tag Your Photos vs Stitch by Google
Side-by-side comparison of features, pros & cons, pricing, and community votes (2026).
π Stitch by Google leads with 664 upvotes

AI-powered keywords for Apple Photos, 100% on your Mac
Tag Your Photos is an innovative AI-powered photo tagging tool designed specifically for Apple users. Unlike many other solutions that upload images to the cloud or require exporting and duplicating your library, this application runs entirely on your Mac, ensuring your privacy and control. Leveraging Appleβs MLX technology, it seamlessly tags images directly within the Photos app, adding keywords that integrate system-wide through Spotlight. This means users can search their photos instantly from any device, including iPhone and iPad, without relying on external servers. Its conservative approach to tagging ensures that the system remains general when uncertain, avoiding false or overly specific guesses. Perfect for photographers, Apple enthusiasts, or anyone wanting smarter, privacy-conscious photo management, Tag Your Photos offers a unique blend of AI efficiency and native macOS integration that makes photo organization faster and more intuitive.
Pros
- On-device processing guarantees privacy and security
- Direct integration with Apple Photos without exporting or duplication
- Keywords are system-wide searchable via Spotlight, accessible from iPhone and iPad
- Avoids false positives by maintaining general tags when unsure
- No reliance on cloud services or external uploads
Cons
- Limited to Mac users; not available on Windows or Android
- Relies on Appleβs MLX, so performance may vary based on hardware
- May have a learning curve for users unfamiliar with Spotlight search or tag management
Best for
- β’ Organizing large photo libraries for professional photographers
- β’ Enhancing photo search capabilities on Apple devices
- β’ Maintaining privacy-conscious workflows without cloud uploads
- β’ Creating easily navigable archives for personal or business use
Pricing: While specific pricing details are not provided, tools like this typically adopt a one-time purchase or a subscription model, especially for dedicated Mac apps. Expect a straightforward pricing structure, possibly around $10-$30, with no ongoing cloud fees due to its on-device nature.

Turn napkin sketches into production-ready UI in seconds.
Stitch by Google is an innovative design tool that transforms simple napkin sketches into fully editable, production-ready UI designs within seconds. Tailored for founders, product managers, and developers who need rapid prototyping without the time-consuming process of manual mockups, Stitch leverages AI to streamline the design workflow. Its standout feature, Hatter, enables multi-step design tasks, making complex UI creation more accessible and efficient. Additionally, the tool offers new capabilities like automated App Store asset generation and native MCP export, enhancing its utility for app development and deployment. Free to use, Stitch aims to bridge the gap between initial concept sketches and polished UI prototypes, reducing turnaround times and empowering teams to iterate faster. Its integration of AI-driven automation with user-friendly interfaces makes it a compelling choice for those seeking rapid, high-quality UI mockups without sacrificing flexibility or control.
Pros
- Rapid conversion of sketches into editable, production-ready UI designs
- AI-powered features like Hatter for handling complex multi-step design tasks
- Free to use, lowering the barrier for startups and small teams
- Supports export to real code, streamlining development workflows
- Additional tools for App Store asset generation and MCP export
Cons
- May have limitations in customizing highly complex or unique designs
- Dependent on the quality of initial sketches for best results
- Potential learning curve for users unfamiliar with AI-assisted design tools
Best for
- β’ Quickly turning hand-drawn UI sketches into prototypes for user testing
- β’ Accelerating the initial design phase for startups and product teams
- β’ Automating repetitive UI asset creation for app stores
- β’ Generating production-ready code snippets for development teams
Pricing: Stitch by Google is currently offered as a free tool, making it highly accessible for individuals and small teams. Details about premium features or plans are not specified, but the free access allows users to explore its core functionalities without upfront costs.