Framer ranks higher at 82/100 vs Auto-Photoshop-StableDiffusion-Plugin at 38/100. Capability-level comparison backed by match graph evidence from real search data.
| Feature | Auto-Photoshop-StableDiffusion-Plugin | Framer |
|---|---|---|
| Type | Extension | Product |
| UnfragileRank | 38/100 | 82/100 |
| Adoption | 0 |
| 1 |
| Quality | 0 | 1 |
| Ecosystem | 1 | 1 |
| Match Graph | 0 | 0 |
| Pricing | Free | Free |
| Starting Price | — | $5/mo (Mini) |
| Capabilities | 12 decomposed | 14 decomposed |
| Times Matched | 0 | 0 |
Manages end-to-end image generation workflows by maintaining a central Generation Session object that coordinates parameters (prompts, dimensions, sampling steps), selection context from Photoshop, and communication with pluggable backends (Automatic1111, ComfyUI, Stable Horde). The session persists generation state and history across multiple requests, enabling iterative refinement without re-specifying parameters. Implements a backend abstraction layer that normalizes API differences across implementations, allowing users to switch backends without UI changes.
Unique: Implements a UXP-based plugin architecture that maintains a stateful Generation Session object bridging Photoshop's document context with multiple Stable Diffusion backends through a normalized API abstraction layer, enabling seamless backend switching without UI reconfiguration
vs alternatives: Tighter Photoshop integration than web-based Stable Diffusion UIs (no tab-switching) and more flexible backend support than Photoshop's native AI features (supports self-hosted Automatic1111, ComfyUI, and Stable Horde)
Extracts active selection boundaries and layer information from Photoshop documents using the UXP API, converts selected regions to base64-encoded image data, and sends them to the backend as inpainting masks or reference images. Supports both inpainting (regenerating masked regions) and outpainting (extending canvas beyond original boundaries) by reading selection geometry and layer pixel data. After generation, automatically places results back into Photoshop as new layers, preserving layer hierarchy and blend modes.
Unique: Leverages Photoshop's native UXP API to read live selection geometry and layer pixel data, converting them to inpainting masks without requiring external image files or clipboard operations, enabling seamless inpainting workflows within the Photoshop canvas
vs alternatives: More integrated than standalone inpainting tools (no export/import cycle) and preserves Photoshop layer structure better than web-based inpainting UIs that return flat images
Queries the configured backend to dynamically discover available models and samplers, populating UI dropdowns with live options from the backend. Allows users to select which Stable Diffusion model to use (e.g., sd-v1-5, sd-xl, custom fine-tuned models) and which sampler/scheduler to apply (e.g., DPM++, Euler, Heun). Caches discovered models and samplers to avoid repeated API calls, with manual refresh option. Supports model switching without restarting the plugin, and automatically validates that selected model is available on the backend before generation.
Unique: Implements dynamic model and sampler discovery by querying backend APIs at runtime, populating UI dropdowns with live options and caching results to avoid repeated API calls, enabling seamless model switching without manual configuration
vs alternatives: More discoverable than manual model configuration (dropdown vs text input) and more flexible than hardcoded model lists, though requires backend API support for model enumeration
Manages random seed values for generation, allowing users to specify fixed seeds for reproducible results or use random seeds for variation. Tracks generation history including seed, prompt, parameters, and output image, enabling users to reproduce previous generations by selecting from history. Implements seed validation (ensuring seeds are within valid range) and provides UI controls for seed increment (generating variations with sequential seeds). Stores generation history in memory during session with optional export to JSON for external analysis.
Unique: Implements in-memory generation history tracking with seed-based reproducibility, allowing users to re-run previous generations by selecting from history and automatically re-using the same seed and parameters without manual re-entry
vs alternatives: More convenient than manual seed tracking (dropdown vs manual entry) and enables faster iteration than random seed generation, though history is ephemeral and requires manual export for persistence
Integrates ControlNet conditioning by accepting control images (edge maps, depth maps, pose skeletons, etc.) and control strength parameters, forwarding them to backends that support ControlNet (Automatic1111 with ControlNet extension, ComfyUI with ControlNet nodes). Includes a preset system (stored in controlnet_preset.js) that defines common ControlNet configurations (Canny edges, depth estimation, OpenPose, etc.), allowing users to select presets from the UI rather than manually configuring control types. Automatically extracts control images from Photoshop selections or accepts external image uploads.
Unique: Implements a preset-based ControlNet configuration system (controlnet_preset.js) that abstracts backend-specific ControlNet node/extension differences, allowing users to select high-level control types (edges, depth, pose) from a dropdown without understanding underlying backend API differences
vs alternatives: Simpler ControlNet workflow than ComfyUI's node-based interface (presets vs manual node wiring) and more discoverable than Automatic1111's text-based ControlNet API (UI dropdown vs parameter strings)
Integrates SAM (Segment Anything Model) to automatically generate inpainting masks from user clicks or bounding boxes on the Photoshop canvas. When enabled, SAM processes the current image and generates precise segmentation masks for selected objects, which are then used as inpainting masks for subsequent generation. The plugin communicates with a backend SAM service (typically running as a separate Python service) to perform segmentation, then converts SAM output masks to Photoshop selections or inpainting masks.
Unique: Bridges Photoshop's canvas interaction (click-based object selection) with SAM's segmentation capabilities through a separate backend service, enabling one-click object masking without manual selection tool usage
vs alternatives: Faster object masking than manual Photoshop selection tools and more accurate than color-range selection for complex boundaries, though requires additional SAM service infrastructure vs built-in Photoshop selection tools
Accepts uploaded or Photoshop-sourced images as input and performs image-to-image (img2img) transformations using a denoising strength parameter (0.0-1.0) that controls how much the output diverges from the input. Lower strength values preserve input image structure while applying style changes; higher values allow more creative variation. Supports style transfer (applying artistic styles while maintaining composition), variation generation (creating similar images with different details), and guided image editing (regenerating specific aspects while preserving others). Communicates with backend img2img endpoints that support denoising strength parameter.
Unique: Integrates img2img transformation directly into Photoshop's workflow by accepting Photoshop selections or layers as input images, eliminating export/import cycles and allowing iterative style exploration within the native editing environment
vs alternatives: More seamless than external style transfer tools (no export/import) and offers finer control over style strength via denoising parameter than Photoshop's native neural filters
Analyzes the current Photoshop image or selection and automatically generates descriptive text prompts using a vision model or heuristic analysis. This enables users to generate variations or transformations without manually writing detailed prompts. The feature extracts visual features (colors, objects, composition) from the image and constructs prompts that preserve these characteristics while allowing style or content modifications. Integrates with external vision APIs (e.g., CLIP interrogation, image captioning services) or uses local heuristics to generate prompts.
Unique: Implements one-click prompt generation from Photoshop images by integrating with vision models (CLIP interrogation or image captioning), reducing prompt engineering friction for non-technical users while maintaining image-to-image generation workflows
vs alternatives: Faster than manual prompt writing and more contextually relevant than generic prompt templates, though less precise than hand-crafted prompts for specific artistic directions
+4 more capabilities
Converts text prompts describing website requirements into complete, multi-page responsive website layouts with copy, images, and animations in seconds. The system ingests natural language descriptions (e.g., 'three unique landing pages in dark mode for a modern design startup'), processes them through an undisclosed LLM pipeline, and outputs design variations as editable React-compatible components in the visual editor. Generation appears to be single-pass without iterative refinement loops, producing immediately-editable designs rather than requiring approval workflows.
Unique: Generates complete multi-page websites with layout, copy, images, and animations from single text prompts, outputting directly into a Figma-quality visual editor where designs remain fully editable rather than locked outputs. Most competitors (Wix, Squarespace) use template selection; Framer generates custom layouts per prompt.
vs alternatives: Faster than hiring a designer and more customizable than template-based builders, but slower and less flexible than human designers for complex brand requirements.
Browser-based visual design interface with design-tool-grade capabilities including responsive layout editing, effects/interactions/animations, shader effects (Holo Shader, Chromatic Aberration, Logo Shaders), and real-time multi-user collaboration. The editor supports role-based permissions (viewers read-only, editors can modify), direct copy editing on published pages, and simultaneous editing by multiple team members. Built on React component architecture allowing both visual design and custom code insertion without leaving the editor.
Unique: Combines Figma-level visual design capabilities with direct website publishing and custom React component integration in a single tool, eliminating the designer→developer handoff. Includes proprietary shader effects library (Holo, Chromatic Aberration) not available in standard design tools. Real-time collaboration uses Framer's infrastructure rather than relying on external sync services.
More design-capable than Webflow (which prioritizes no-code logic) and more publishing-integrated than Figma (which requires export to separate hosting), but less feature-rich for complex interactions than Webflow's visual logic builder.
Framer scores higher at 82/100 vs Auto-Photoshop-StableDiffusion-Plugin at 38/100. Auto-Photoshop-StableDiffusion-Plugin leads on ecosystem, while Framer is stronger on adoption and quality.
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Enables creation and management of website content in multiple languages with separate content variants per locale. Available as a Pro-tier add-on with undisclosed pricing. Allows content creators to maintain language-specific versions of pages, CMS items, and copy. Implementation details (language detection, URL structure, fallback behavior, supported languages) are not documented.
Unique: Integrates multi-language content management directly into the CMS and visual editor, allowing designers to manage language variants without external translation tools. Content structure is shared across languages; only content is localized.
vs alternatives: Simpler than Contentful with language variants because no separate content model configuration required, but less flexible for complex localization workflows or translation management.
Enables one-click rollback to previous website versions, allowing teams to quickly revert breaking changes or problematic updates. Available on Pro tier and above. Maintains version history of published sites with ability to restore any previous version. Implementation details (version retention policy, automatic snapshots, granular change tracking) are not documented.
Unique: Provides one-click rollback directly in the publishing interface without requiring Git or version control knowledge. Automatic version snapshots are created on each publish. Most website builders require manual backups or external version control; Framer includes it natively.
vs alternatives: Simpler than Git-based workflows for non-technical users, but less granular than Git for selective rollback of specific changes.
Provides a server-side API for programmatic access to Framer sites, CMS content, and site management operations. Listed in product updates but not documented in detail. Capabilities, authentication, rate limits, and supported operations are unknown. Likely enables external systems to read/write CMS data, trigger deployments, or manage site configuration.
Unique: Provides server-side API access to Framer sites and CMS, enabling external integrations and automation. Specific capabilities unknown due to lack of documentation, but likely enables content synchronization with external systems.
vs alternatives: Unknown without documentation, but likely enables deeper integrations than visual-only builders like Wix or Squarespace.
Enables password protection of individual pages or entire sites, restricting access to authorized users only. Available on Basic tier and above. Allows teams to share draft content or restricted pages with specific audiences without making them publicly accessible. Implementation details (password hashing, session management, per-page vs site-wide protection) are not documented.
Unique: Integrates password protection directly into the publishing interface without requiring external authentication services. Available on Basic tier, making it accessible to all users. Simple password-based approach is easier than OAuth or SAML for non-technical users.
vs alternatives: Simpler than OAuth-based authentication for quick access control, but less secure for sensitive data because password-based protection is weaker than multi-factor authentication.
Integrated content management system supporting collections (content types), items (individual records), and relational data linking across collections. The CMS supports dynamic filtering of content on pages, multi-locale content variants (Pro add-on), and auto-publish/staging workflows. Data is stored in Framer's infrastructure with tiered limits: 1 collection/1,000 items (Basic), 10 collections/2,500 items (Pro), 20 collections/10,000 items (Scale). Relational CMS (linking between collections) is Pro-tier and above. Content can be edited directly on published pages without rebuilding.
Unique: Integrates CMS directly into the visual editor with no separate admin interface, allowing designers to manage content structure and pages in one tool. Supports relational data linking between collections (Pro+) and direct on-page editing of published content without rebuilds. Most website builders separate CMS from design; Framer unifies them.
vs alternatives: Simpler than Contentful or Strapi for non-technical users because CMS structure is defined visually, but less flexible for complex data models or external integrations.
One-click publishing of websites to Framer-managed global CDN with automatic responsive optimization across devices. Supports custom domain connection (free .com on annual plans), Framer subdomains, staging environments (Pro+), instant rollback (Pro+), site redirects (Pro+), and password protection (Basic+). Hosting includes 20 CDN locations on Basic/Pro tiers and 300+ locations on Scale tier. Bandwidth limits are 10 GB (Basic), 100 GB (Pro), 200 GB (Scale) with $40 per 100 GB overage charges. Page limits are 30 (Basic), 150 (Pro), 300 (Scale) with $20 per 100 additional pages.
Unique: Integrates hosting, CDN, and staging directly into the design tool with one-click publishing, eliminating separate hosting provider setup. Automatic responsive optimization and global CDN distribution are built-in rather than requiring external services. Staging and rollback are native features, not add-ons.
vs alternatives: Simpler than Vercel/Netlify for non-technical users because no Git/CI-CD knowledge required, but less flexible for complex deployment pipelines or custom server logic.
+6 more capabilities