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Most tools generate outputs. Fei Studio ships product.

Compare how different tools support ideation, prototyping, and code generation. Explore where Fei Studio closes the gap for Product teams.
Capability Cursor / Copilot Lovable Claude Code Fei Studio
Creating prototypes
~ Requires a developer ~ Requires a developer
Enhancing existing screens and components
~ Requires a developer Greenfield only ~ Requires a developer
Live preview of your changes
See what it looks like without running a dev server
~ Requires a developer Prototype only ~ Requires a developer
Friendly UI for non-technical people
No IDE, terminal, or coding knowledge needed
Generates with your product's look and feel
Follows your design system, fonts, colors, and patterns automatically
~ Manual setup ~ Manual setup Auto-ingested
Reuses your existing components
Uses your team's actual component library, not generic UI elements
~ Requires a developer ~ Requires a developer
Production-ready code, ready for code review
Code that fits your codebase and is ready for engineers to review
Via a developer Via a developer
Handles branches, commits, and PRs automatically
In your existing codebase - no need to touch Git manually
~ Requires a developer ~ Requires a developer
Output: code + preview + PR per task
Every task delivers all three, not just a code change
~ Code only ~ Prototype only ~ Code or prototype, not both All three
Agent Knowledge Hub
Shared learnings across tasks and team members
Per-task pricing
Not per seat or per step
Per seat Per seat Per action Per task

~ = partial or limited capability.

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