Onlook vs Cognition AI

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-08
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At a glance

DimensionOnlookCognition AI
Primary RoleVisual editor for React/TailwindCSS design and codeAutonomous AI software engineer (end-to-end tasks)
Target UserDesigners and React developers, product teamsEnterprise engineering teams, large codebases
Key FeatureVisual code editing with AI chat for design changesAutonomous multi-step task execution, bug triage, and PR creation
IntegrationReact, TailwindCSS, Next.js, Storybook, shadcn/ui, GitHubGitHub, Slack, Jira, Linear, Datadog, Windows VM, Android Emulator

For enterprise teams needing an autonomous engineer that plans, codes, and ships multi-step tasks with measurable ROI, Cognition AI is the clear choice backed by a $10M guarantee and recent $1B funding. For design‑focused React/TailwindCSS teams who want a visual editor that writes real code and bridges design‑dev gap, Onlook offers an open‑source, free alternative. Choose based on whether your priority is autonomous task execution or visual codebase editing.

Onlook
Onlook

Local-first visual editor for React and TailwindCSS where the code is the source of truth.

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Cognition AI
Cognition AI

Cognition builds Devin, an autonomous AI software engineer that plans, codes, tests, and ships merge-ready pull requests inside your

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Pricing
Freemium
Contact Sales
Plans
$0/mo
Custom
Contact sales
Popularity
11 views
7.3k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebDesktop
WebDesktopAPICLI
Categories
🎭 Design & UI💻 Code & Development
🛠️ Autonomous Coding Agents
Features
Visual editor for React and TailwindCSS with code as source of truth
Drag-and-drop, rearrange, and scale elements directly in the editor
Direct editing of components and styles in the React component tree
AI chat for styling, layout, and responsive breakpoint fixes
AI prototyping on an infinite canvas
Layers and navigation-bar panel for precise control over every element
Live preview of the React component tree
Branching and version control with full revision history
Reusable project templates across a team
Centralized design tokens, color palettes, and typography management
Works with Next.js, React, Vite, Storybook, and shadcn/ui
Open-source and self-hostable on GitHub
Export code to local machine, publish to GitHub, or host at a link
Real-time collaboration via Villainterest with live preview and AI chat
SSO (SAML/OAuth), audit logs, and admin controls on the team tier
Autonomous planning, coding, testing, and pull request creation inside your repo
SWE-2 coding model launched September 10, 2026 with multiple effort levels
SWE-1.7 coding model (July 2026) positioned as frontier intelligence at lower cost
Fusion harness for the Fable and Astra models, shipping in Devin Desktop and CLI
Vendor claim of up to 39% higher efficiency on major coding benchmarks with Fusion
FrontierCode 1.1 benchmark scoring whether code is merge-worthy, not just test-passing
FrontierCode rubrics covering correctness, test quality, scope discipline, style, and codebase standards
Auto-Triage for monitored bugs with automated fix pull requests
Security Vulnerability Remediation Program for clearing backlog findings
Session persistence so long jobs survive restarts instead of starting over
Scheduled Sessions that maintain state across recurring runs
Auto-fixes for review comments on open pull requests
Embedded IDE you can take over, plus an interactive browser Devin drives itself
Devin for Terminal CLI with /handoff to cloud Devin
Native Windows VMs for cross-platform builds and testing
Integrations
GitHub
Next.js
React
Vite
Storybook
shadcn/ui
TailwindCSS
Slack
Microsoft Teams
GitLab
Bitbucket
Linear
Jira
Databricks
MongoDB
PagerDuty
Windsurf IDE

What real users say: Onlook vs Cognition AI

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Onlook

39 mentions across 3 sources · 57% positive — mixed (averaged across 3 sources)

Hacker News, GitHub, Lemmy

What users praise

  • • Tight feedback loop from design to real React code.
  • • Fully replaced Figma for some users, according to HN.
  • • Open-source and free for individuals and small teams.
  • • AI-powered editing and code generation via natural language.

What frustrates them

  • • Cannot import existing projects in the beta version.
  • • Generated code includes unwanted selector IDs needing cleanup.
  • • Limited to Next.js, React, Storybook, and shadcn/ui currently.
  • • Only one CLI connection available in the desktop app.

Researched Jul 3, 2026

Cognition AI

50 mentions across 3 sources · 43% positive — mixed (averaged across 3 sources)

Hacker News, Bluesky, Lemmy

What users praise

  • • End-to-end autonomous planning, coding, and PR creation for enterprise teams.
  • • FrontierCode evaluation ensures merge-worthy code output.
  • • Auto-Triage automates bug monitoring and fix PRs.
  • • Native Windows VM and Android emulator support for cross-platform testing.

What frustrates them

  • • Community feedback is almost nonexistent — little proof of reliability.
  • • Critics question the $10B valuation given unproven adoption.
  • • Political ties to Peter Thiel may deter some users.
  • • Limited transparency on actual customer success stories.

Researched Jul 16, 2026

Who should pick which

  • Enterprise engineering lead with large production codebase
    Pick: Cognition AI

    Need autonomous bug triage, PR creation, and legacy code modernization backed by $10M productivity guarantee.

  • React/TailwindCSS designer wanting to edit real code visually
    Pick: Onlook

    Free open‑source visual editor that writes production code, integrates with their stack, and avoids Figma export mismatch.

  • Solo developer with a side project
    Pick: Onlook

    Onlook is free and open‑source, perfect for small React projects; Devin’s enterprise pricing and overhead are unnecessary.

  • DevOps team needing automated multi‑step builds across Windows/Android
    Pick: Cognition AI

    Devin’s native Windows VM and Android emulator support automate cross‑platform builds and testing.

  • Product team using design systems (shadcn/ui, Storybook)
    Pick: Onlook

    Onlook lets designers visually edit components while keeping the codebase as source of truth, integrating with their existing system.

Frequently Asked Questions

Onlook vs Cognition AI: which should you choose?

For enterprise teams needing an autonomous engineer that plans, codes, and ships multi-step tasks with measurable ROI, Cognition AI is the clear choice backed by a $10M guarantee and recent $1B funding. For design‑focused React/TailwindCSS teams who want a visual editor that writes real code and bridges design‑dev gap, Onlook offers an open‑source, free alternative. Choose based on whether your priority is autonomous task execution or visual codebase editing.

Which tool is more suitable for autonomous task execution?

Cognition AI (Devin) is built for autonomous multi‑step engineering tasks, including planning, coding, testing, and PR creation. Onlook is a visual editor, not an autonomous engineer.

Is Onlook really free?

Yes, Onlook is open‑source and free to self‑host. Optional cloud features may have costs, but the core visual editor is free.

Does Devin integrate with Jira and Datadog?

Yes, Devin integrates with GitHub, Slack, Jira, Linear, Datadog, and more, plus Windows VM and Android emulator.

Can Onlook edit existing production codebases?

Yes, Onlook directly edits React/TailwindCSS codebases and writes real code, making design changes reflect instantly.

Who is the target user for Devin?

Enterprise engineering teams with large production codebases needing automated bug triage, legacy modernization, and measurable productivity.

Who is Onlook best for?

Designers and React developers who want a visual editor that works with TailwindCSS and design systems, bridging design and code.

What is the AI Productivity Guarantee from Cognition?

Cognition offers up to $10M guarantee if Devin does not deliver measurable productivity improvements for enterprise customers.

Does Onlook support mobile responsive design?

Onlook is optimized for larger screens; mobile editing may be limited, though AI prompts can help with responsive fixes.

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Last reviewed: July 3, 2026