Builder.io vs Anima vs Locofy: Best Design-to-Code AI Tool 2026

You spent 40 hours perfecting that Figma design. Now your dev team needs to turn it into production code. Two weeks later, the pixel-perfect hero section is “close enough” and the responsive grid is held together by flexbox hacks. (If you’re also evaluating AI tools that skip design entirely and generate UI from prompts, check our Bolt vs Lovable vs Replit vs v0 comparison.)

We tested six AI design-to-code tools for three weeks — Builder.io Visual Copilot, Anima, Locofy.ai, Figma Make, TeleportHQ, and DhiWise (Rocket.new) — converting real Figma files into working React, Vue, and Angular apps. Here’s the honest truth about which one actually saves you time — and which one wastes it.

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The Bottom Line Up Front

Builder.io Visual Copilot is the best AI design-to-code tool for most teams in 2026. It’s the only tool that doesn’t just convert pixels to code — it learns your existing codebase patterns via a CLI and generates code that actually matches your team’s conventions. For enterprise teams with established design systems, nothing else comes close.

That said, the “best” tool depends entirely on who you are:

• Startups building full-stack apps fast — get DhiWise (Rocket.new) . It’s the only tool that generates backend, auth, database schemas, and API endpoints from your Figma file.
• Solo developers and freelancers — TeleportHQ at $9/editor/month is unbeatable value with clean, dependency-free code.
• Designers who never want to leave Figma — Figma Make is native. Zero context-switching. But the CSS output needs cleanup.
• Agencies churning out client work — Locofy.ai with 95%+ visual accuracy and the broadest framework support (React, Vue, Angular, Flutter, React Native).
• Front-end devs on React/Vue who want local-first AI — Anima with its Frontier VS Code extension.

Here’s the quick comparison:

Tool	Starting Price	Output Frameworks	Best For	Key Strength
Builder.io Visual Copilot	Free / $24/mo Pro	React, Vue, Angular, Svelte	Enterprise teams	CLI learns your codebase patterns
Anima	Free / $24/mo Pro	React, Vue, HTML/CSS	Designers & front-end devs	1.5M+ users; Frontier VS Code extension
Locofy.ai	Free (600 tokens) / $33.30/mo	React, Vue, Angular, Flutter, RN	Product teams & agencies	LDMs with 95%+ accuracy
Figma Make	Included in paid Figma (~$15/seat)	React, HTML/CSS	Designers prototyping	Native Figma; interactive prototypes
TeleportHQ	Free (3 projects) / $9/editor/mo	React, Vue, Angular, HTML	Freelancers & solo devs	Lowest price ($9/mo); clean code
DhiWise (Rocket.new)	Free / $20-50/mo Pro	React, Next.js, Flutter, RN, Kotlin, Swift	Startups (full-stack)	Full-stack gen (backend+auth+DB)

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Builder.io Visual Copilot: Best for Enterprise Teams

Builder.io’s Visual Copilot is the most technically ambitious tool in this list. It’s not just a Figma plugin — it’s a full platform with a CLI that analyzes your existing codebase, learns your component patterns, and generates code that looks like your team wrote it.

What we liked:

• The CLI is genuinely impressive. Point it at your GitHub repo and it reverse-engineers your design system — naming conventions, component structure, styling patterns. In our tests with a Next.js app using Tailwind, the generated code was indistinguishable from our hand-written components.
• Multi-framework support is best-in-class: React, Next.js, Vue, Angular, Svelte, vanilla JS. No other tool covers Svelte.
• Native SDKs for each framework mean the generated code uses framework-specific patterns (hooks in React, composables in Vue), not generic HTML wrapped in framework syntax.
• It’s the only tool designed for whole teams — designers, PMs, and engineers can collaborate through the platform with parallel AI agents.

What we didn’t:

• The credit system takes time to learn. You get 25 daily credits on the free Fusion plan — that’s enough for maybe 5-10 component generations. Pro is $24/mo for 500 monthly credits with rollover.
• There’s a real learning curve around prompts. You need to describe what you want clearly, and the quality drops fast with vague instructions.
• It’s primarily frontend-focused. Unlike DhiWise, it won’t generate your backend or database.

The verdict: If your team has an established design system and you’re shipping production code daily, Builder.io is the pick. The CLI that learns your patterns is a moat no other tool has. (If you’re exploring Builder.io as a headless CMS too, see our Contentful vs Sanity vs Strapi vs Builder.io comparison.)

TRY BUILDER.IO VISUAL COPILOT — Free plan available

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Anima: Most Mature, Best VS Code Integration

Anima has been around since 2017 with over 1.5 million Figma installs and enterprise customers including Amazon, Salesforce, and Cisco. That longevity shows in polish and reliability.

What we liked:

• The Frontier VS Code extension is a standout. It processes data locally (ML runs inside your editor), enabling code generation from Figma links without uploading anything to the cloud. For security-conscious teams, this matters.
• Code quality is consistent. Anima doesn’t give you the wildest output, but it rarely gives you broken output either.
• The most mature product in the space. Having raised ~$25M+, they’ve had years to iron out edge cases.

What we didn’t:

• Framework support is limited. React, Vue, and HTML/CSS only. No Angular, no Svelte, no Flutter. If your stack is outside that triangle, Anima won’t work.
• Complex layouts need cleanup. Grid layouts with nested auto-layout in Figma produce code that works but isn’t elegant. You’ll spend time refactoring.
• The free-to-paid jump is steep. Free gets you 5 chat messages and 5 code generations per day. Pro is $24/mo billed annually.

The verdict: Anima is the safe choice for React and Vue projects. It won’t blow you away with innovation, but it won’t surprise you with broken output either. The Frontier VS Code extension makes it the best option for local-first workflows.

TRY ANIMA — Free tier available

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Locofy.ai: Best Accuracy, Broadest Framework Support

Locofy takes a fundamentally different approach from the other tools. Instead of using general-purpose LLMs, they built proprietary Large Design Models (LDMs) — domain-specific AI trained exclusively on designs and webpages. They even published the academic paper on arXiv.

What we liked:

• The 95%+ visual match accuracy claim holds up in practice. In our tests, Locofy consistently produced the most pixel-faithful output. Components looked right without manual tweaking.
• Framework support is unmatched: React, React Native, Next.js, Vue, Angular, HTML/CSS, Flutter, Gatsby, plus UI libraries like Material UI, Chakra UI, Bootstrap, Ant Design, and Tailwind CSS.
• Two modes: Lightning for one-click generation and Classic for step-by-step with manual element tagging. Lightning is fast but Classic gives you more control.
• Case studies show 70-80% faster development cycles. That tracks with our experience.

What we didn’t:

• Your Figma file needs to be well-structured. Free-form designs or AI-generated mockups with messy layers produce poor results. Locofy punishes bad design hygiene.
• Token pricing gets expensive. Free gives you 600 LDM tokens. Starter is $33.30/mo for 1,489 tokens (~$0.27 each). Large projects burn through tokens fast.
• Complex interactions still need manual work. The visual output is great; the behavioral code needs attention.

The verdict: Locofy wins on pure visual accuracy and framework breadth. If you need pixel-perfect output across multiple platforms (web + mobile), it’s your best bet. Just keep your Figma files clean.

TRY LOCOFY.AI — Free with 600 tokens

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Figma Make: Best for Staying Inside Figma

Figma Make launched as a native AI feature inside Figma — no plugin, no external tool. It generates React components and HTML/CSS directly from your designs, preserving design tokens and ARIA labels.

What we liked:

• Zero context-switching. You never leave Figma. For designers who want to hand off working prototypes instead of static mockups, this is a huge win.
• It generates interactive prototypes with logic — component states, transitions, and basic interactivity. The May 2026 beta desktop app even lets you edit your production codebase and create PRs without leaving Figma.
• Design tokens and ARIA labels are preserved in the output. Accessibility-conscious teams will appreciate this.

What we didn’t:

• The CSS output is not production-ready. One tester described it as “what would happen if a robot tried to write CSS.” You’ll need a front-end developer to clean it up.
• Credit pricing makes costs unpredictable. Simple edits cost 10-20 credits. Complex generations cost 100-340 credits. A full page might cost 500+ credits.
• Limited framework support — React and HTML/CSS only. No Vue, Angular, Svelte, or mobile frameworks.

The verdict: Figma Make is great for prototyping and design handoff, but it’s not a production code generation tool. Use it when you want to show stakeholders interactive prototypes without leaving Figma.

TRY FIGMA MAKE — Included in paid Figma plans (~$15/seat/mo)

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TeleportHQ: Best Value for Solo Developers

TeleportHQ is the budget champion at $9/editor/month. It combines a Figma plugin with a standalone visual builder, and the code it generates is clean and dependency-free.

What we liked:

• $9/editor/month is the lowest price in this comparison by a wide margin. The free tier gives you 3 projects to test before committing.
• The code export is genuinely clean. No bloat, no weird class names, no unnecessary wrappers. You can drop it into a project and understand it immediately.
• Real-time team collaboration with comments and version control is built in. For a tool this cheap, that’s surprising.
• Supports React, Next.js, Vue, Nuxt, Angular, and HTML/CSS.

What we didn’t:

• Agency pricing is opaque. You need to schedule a sales call to get custom pricing. That’s a red flag for larger teams.
• Not ideal for complex app UIs. TeleportHQ shines on marketing pages, landing pages, and brochure sites. For dashboards and data-heavy apps, it struggles.
• You need good CSS knowledge to get the most out of it. The visual builder helps, but you’ll be editing styles manually.

The verdict: TeleportHQ is the best value in design-to-code. If you’re a freelancer building client websites or a solo developer shipping landing pages, start here. At $9/mo, the risk is zero.

TRY TELEPORTHQ — Free for 3 projects

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DhiWise (Rocket.new): Best for Full-Stack Startups

DhiWise rebranded to Rocket.new in 2025 after raising a $15M seed round. It’s the only tool in this comparison that generates full-stack applications — backend, authentication, database schemas, and API endpoints — from your Figma designs.

What we liked:

• Full-stack generation is a genuine differentiator. No other tool creates your backend, auth, and database from a Figma file. For startups building MVPs, this is huge.
• Platform support is the broadest: React, Next.js, Flutter, React Native, HTML, Kotlin, and SwiftUI. You can generate a web app and a native mobile app from the same design.
• 400,000+ users and $4.5M ARR in just three months post-rebrand. The growth trajectory is real.
• 1,000+ pre-built screens you can customize and combine.

What we didn’t:

• Credit-based pricing is volatile. The free tier limits you to public projects only. Hobby/Pro costs $20-50/mo, and credits burn fast on complex generations.
• The rebrand from DhiWise to Rocket.new creates confusion. Documentation, community content, and tutorials are split between both names.
• Generated backend code works but isn’t elegant. You’ll want to refactor before production.

The verdict: If you’re a startup founder who needs a working full-stack app from a Figma file in hours, not weeks, DhiWise/Rocket.new is the only tool that delivers. Just budget for refactoring before you ship to production.

TRY DHIWISE (ROCKET.NEW) — Free tier available

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Head-to-Head: Pricing Breakdown

Tool	Free Tier	Pro/Paid	Annual Discount	Credit System
Builder.io	25 credits/day	$24/mo (500 credits)	Yes	Monthly rollover
Anima	5 gens/day	$24/mo (unlimited)	Yes (annual only)	No credits
Locofy.ai	600 tokens	$33.30/mo (1,489 tokens)	Yes (annual only)	Pay-per-token
Figma Make	~$15/seat (Figma Pro)	$150/mo (5,000 add’l credits)	Yes (Figma plan)	Per-generation
TeleportHQ	3 projects	$9/editor/mo	Not listed	No credits
DhiWise	Limited, public only	$20-50/mo Pro	Yes	Credit-based

Best value: TeleportHQ at $9/mo with unlimited projects and clean code export. No credits, no tokens, no surprises.

Best enterprise value: Builder.io at $24/mo Pro. The CLI that learns your codebase is worth the price alone.

Best free tier: Locofy.ai gives you 600 LDM tokens to start. That’s enough to thoroughly test the platform on a real project.

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Which Tool Should You Buy?

Builder.io Visual Copilot is the winner for most teams. It’s the only tool that treats design-to-code as a team workflow, not a one-click export. The CLI that learns your codebase patterns is unique in this market, and the multi-framework support (including Svelte) covers almost every modern stack.

Here’s the cheat sheet:

• You have a design system and a team of 5+ engineers → Builder.io . The CLI alone justifies the price.
• You’re building a startup MVP from scratch → DhiWise (Rocket.new) . Full-stack generation from Figma is a superpower.
• You’re a freelancer building client sites → TeleportHQ . $9/mo. Clean code. Done.
• You’re a designer who needs interactive prototypes → Figma Make . Stay in Figma, generate working prototypes.
• You need pixel-perfect output across web + mobile → Locofy.ai . 95%+ accuracy with LDMs.
• You want local-first AI in VS Code → Anima . Frontier extension processes everything locally.

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FAQ

Can AI design-to-code tools replace front-end developers?

No. These tools accelerate front-end development by 50-80%, but they don’t replace developers. Every tool in this comparison needs human oversight for complex interactions, state management, API integration, and production polish. Think of them as force multipliers, not replacements.

Which tool generates the most production-ready code?

Builder.io Visual Copilot produces the most production-ready code, especially if you use its CLI to analyze your existing codebase first. The generated code matches your team’s patterns and conventions. Locofy.ai is second place for visual accuracy but needs more manual cleanup on interactions.

Do I need a well-structured Figma file?

Yes. Every tool in this comparison works best with clean, well-organized Figma files. Proper auto-layout, consistent naming, and organized layers make a massive difference. Garbage in, garbage out — especially with Locofy.ai and Figma Make.

What’s the cheapest option?

TeleportHQ at $9/editor/month is the cheapest paid option with unlimited projects. If you need free, Builder.io’s Fusion plan gives you 25 daily credits, and Locofy.ai gives you 600 free LDM tokens.

Can I generate both web and mobile apps from one design?

DhiWise (Rocket.new) and Locofy.ai are your best bets. DhiWise generates React Native, Flutter, Kotlin, and SwiftUI from the same design. Locofy covers React Native and Flutter alongside web frameworks.

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Disclosure: Some links in this post are affiliate links. If you click through and make a purchase, we may earn a small commission at no extra cost to you. We tested every tool listed here for three weeks before writing this review.