Puck 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

DimensionPuckCognition AI
Core FunctionVisual editor for React design systems with AI that generates on-brand pagesAutonomous AI software engineer that plans, codes, tests, and ships production code
Target UsersReact developers building custom CMS or content tools with their own component libraryEnterprise engineering teams with large codebases
Pricing ModelFreemium (MIT licensed open source, paid cloud plans)Freemium (enterprise pricing not publicly disclosed)
Key IntegrationsReact, Next.js (no built-in third-party integrations)GitHub, Slack, Jira, Linear, Datadog, Windsurf IDE, Android Emulator, Windows VM, VS Code

Choose Cognition AI if you're an enterprise engineering team needing an autonomous agent that writes and ships production code across platforms, backed by a financial guarantee. Choose Puck if you're a React team wanting an open-source visual editor that lets non-technical users build on-brand pages using your own components. They serve completely different needs—Cognition replaces a junior engineer, Puck replaces a CMS editor.

Puck
Puck

Embeddable visual editor for React that turns your components into a drag-and-drop page builder, with AI generation constrained to your own brand and

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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
Metered
$199/mo billed monthly
$799/mo billed monthly
Custom
Contact sales
Popularity
0 views
7.3k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebAPI
WebDesktopAPICLI
Categories
🎭 Design & UI🚀 AI App & Website Builders
🛠️ Autonomous Coding Agents
Features
Embeddable WYSIWYG drag-and-drop page builder for React apps
Build pages from your own React components as editing blocks
AI copilot inside the editor for in-app page generation
Headless AI page generation via API for programmatic workflows
Design mode to generate new components within defined guardrails
Bring your own key (BYOK) to route AI requests through your provider
Multi-column layouts with nested components and advanced CSS layouts
Dynamic props and dynamic fields driven by user input
External data sources including third-party CMS and backend APIs
React Server Components opt-in support
Store and serve all page output as JSON on your own backend
Feature toggling via the permissions API
Plugin API for custom fields and UI overrides
Root configuration to customize the wrapper component
Rich text editing
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
Slack
Microsoft Teams
GitHub
GitLab
Bitbucket
Linear
Jira
Databricks
MongoDB
PagerDuty
Windsurf IDE

What real users say: Puck 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.

Puck

No verifiable community signal. We scanned public discussion on Sep 23, 2026 and found posts matching the name “Puck”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

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 team with large codebase
    Pick: Cognition AI

    Devin can autonomously plan, code, test, and ship PRs, integrate with existing tools, and handle legacy COBOL modernization. The $10M productivity guarantee reduces risk for large investments.

  • React developer building a custom CMS
    Pick: Puck

    Puck provides a drag-and-drop editor for your own React components, with AI page generation constrained to your design system. It's open-source and self-hostable, avoiding vendor lock-in.

  • Team needing automated bug triage and incident response
    Pick: Cognition AI

    Devin's Auto-Triage monitors bugs and creates fix PRs automatically, integrating with Datadog and Jira for incident workflows.

  • Design system team enabling non-technical contributors
    Pick: Puck

    Puck lets non-developers build pages using pre-defined React components, ensuring brand consistency without code changes. The AI generates on-brand pages.

  • Solo developer or startup on a budget
    Pick: Puck

    Puck is free and open-source, with no upfront cost. If you can invest time to set up components, you get a powerful visual editor and AI features without per-seat fees.

Frequently Asked Questions

Puck vs Cognition AI: which should you choose?

Choose Cognition AI if you're an enterprise engineering team needing an autonomous agent that writes and ships production code across platforms, backed by a financial guarantee. Choose Puck if you're a React team wanting an open-source visual editor that lets non-technical users build on-brand pages using your own components. They serve completely different needs—Cognition replaces a junior engineer, Puck replaces a CMS editor.

Can Cognition AI replace a human developer completely?

No. Devin is designed to automate engineering tasks but requires human oversight. It handles multi-step tasks and triage but is not a replacement for high-level design and decision-making.

Is Puck only for React projects?

Yes, Puck is built specifically for React.js and requires a React environment to render components. It works with Next.js and other React frameworks.

Does Devin work with frontend code only?

No. Devin is a general-purpose autonomous engineer that can write backend, infrastructure, and frontend code. It supports Windows VM and Android emulator for full-stack builds.

Can I host Puck myself for free?

Yes, Puck is MIT licensed and can be self-hosted entirely for free. You only need to pay if you use Puck Cloud features like AI, versioned storage, or collaboration.

What is the FrontierCode evaluation in Devin?

FrontierCode is a new evaluation that measures whether code is merge-worthy (production-ready) rather than just syntactically correct, raising the bar for autonomous code quality.

What are the new file attachments in Puck AI?

Puck AI 0.7 added the ability to attach images, PDFs, and text files to chat prompts, allowing the AI to generate pages informed by uploaded content.

Does Cognition AI offer a free tier?

Cognition AI is freemium, but the free tier details are not publicly specified. Enterprise plans are likely tailored and backed by the productivity guarantee.

Which tool is better for a non-developer content editor?

Puck is designed for content editors with a drag-and-drop interface constrained to developer-ready components. Cognition AI is intended for engineering teams writing code.

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Last reviewed: July 3, 2026