Rork vs Cognition AI

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

Analysis reviewed Live tool data as of 2026-10-11
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At a glance

DimensionRorkCognition AI
Target UserNon-technical founders and indie creatorsEnterprise engineering teams
App OutputNative iOS/Android/Web apps from textNo app generation; code and PRs for existing codebase
Key IntegrationSupabase (BYO), App Store ConnectGitHub, Slack, Jira, Datadog, Windows VM

Choose Cognition AI if you're an enterprise engineering team with a production codebase needing autonomous PR creation and bug triage — its $10M guarantee and new FrontierCode eval prove serious ROI. Choose Rork if you're a non-technical founder wanting to ship a native app without writing code — its latest game and Supabase features make it ideal for MVPs and small business tools.

Try RorkTry Cognition AI
Rork
Rork

Rork turns a chat prompt into native iOS, Android and web apps you can ship to the App Store.

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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
Contact for pricing
Contact for pricing
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Popularity
10 views
7.3k views
Skill Level
Beginner-friendly
Advanced
API Available
Platforms
WebMobile
WebDesktopAPICLI
Categories
🚀 AI App & Website Builders
🛠️ Autonomous Coding Agents
Features
Generate native iOS (Swift) apps from chat prompts
Generate native Android (Kotlin) apps from chat prompts
Build projects across React Native, Kotlin and Web targets
GPT-6 Astra model with 1M-token context for complex reasoning and coding
GPT-6 Sol model with three effort levels, half the cost of GPT-5.6 Sol
Claude Opus 5.5 with five effort levels and 1M-token context
Rork Web publishing with custom domains on Rork's own hosting layer
Rork Games: build 2D and 3D games for mobile or browser
Auto-generated 3D models and animations for game projects
Multiplayer game support out of the box
Free in-game voice chat via Rork-hosted TURN servers
AI App Store Reviewer flags likely rejections before submission
Screenshot Studio generates App Store screenshots in one click
Rork Backend for realtime data, auth and storage
One-click GitHub repo or Lovable project to mobile app conversion
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
Supabase
GitHub
Lovable
Slack
Microsoft Teams
GitLab
Bitbucket
Linear
Jira
Databricks
MongoDB
PagerDuty
Windsurf IDE

What real users say: Rork 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.

Rork

75 mentions across 5 sources · 36% positive — critical (averaged across 4 sources)

Reddit, Hacker News, YouTube, App Store, Lemmy

What users praise

  • • Generates native Swift and Kotlin apps directly from text prompts.
  • • Creates 3D games and multiplayer experiences with physics in minutes.
  • • Plan-first approach makes development more structured than generic generators.
  • • One-click App Store publishing and custom domain hosting simplify launch.

What frustrates them

  • • Subscription system is unreliable—credits vanish when switching plans and no refunds.
  • • App Store product is often a guide, not the shipped app, causing disappointment.
  • • Free trial billing can be higher than advertised, shocking new users.
  • • Complex logic and features cause breakdowns that require manual coding intervention.

Researched Aug 5, 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
    Pick: Cognition AI

    Your team handles large production codebases; Devin automates PR creation, bug triage, and legacy modernization, integrating with Slack, Jira, Datadog. The $10M guarantee de-risks investment.

  • Non-technical entrepreneur
    Pick: Rork

    You want to launch a native iOS or Android app without coding. Rork generates from plain English, publishes to stores, and now supports 3D games and Supabase.

  • Indie game developer
    Pick: Rork

    Rork's new 3D game creation with multiplayer, physics, and voice chat lets you prototype and ship games fast using natural language — no engine setup needed.

  • DevOps engineer
    Pick: Cognition AI

    Devin's Auto-Triage and native VM support (Windows, Android) streamline CI/CD and cross-platform testing, reducing manual toil.

  • Small business owner building internal tools
    Pick: Rork

    Rork's Supabase integration and custom domain web hosting let you build ERP-like apps (as seen in the construction company case) without a dev team.

Frequently Asked Questions

Rork vs Cognition AI: which should you choose?

Choose Cognition AI if you're an enterprise engineering team with a production codebase needing autonomous PR creation and bug triage — its $10M guarantee and new FrontierCode eval prove serious ROI. Choose Rork if you're a non-technical founder wanting to ship a native app without writing code — its latest game and Supabase features make it ideal for MVPs and small business tools.

Can Cognition AI generate mobile apps from scratch?

No. Devin works on existing codebases — planning, coding, and shipping PRs. It does not generate whole apps from natural language.

Can I deploy a Rork app to the App Store?

Yes. Rork supports one-click App Store publishing, as shown in their case study of a budget app reaching #3 in Spain.

Which tool has the better free tier?

Rork's free tier is more generous for individuals (basic app creation). Cognition's free tier is limited; enterprise pricing is custom.

Do either support code editing after generation?

Cognition AI outputs PRs that engineers can review and edit. Rork generates apps but does not expose the underlying code for direct editing.

Can Rork integrate with GitHub or Slack?

No. Rork focuses on app creation and publishing; it lacks enterprise integrations. Cognition AI integrates deeply with GitHub, Slack, Jira, etc.

Is there a productivity guarantee?

Cognition AI offers up to $10M guarantee. Rork does not.

Which is better for building a 3D multiplayer game?

Rork, which now supports 3D game creation with physics, voice chat, and TURN servers for multiplayer. Cognition is not designed for game development.

Which tool is more expensive?

Cognition AI is enterprise-priced (likely thousands per month). Rork Pro is $20/month, Business $100/month.

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Explore each tool further

Rork
View Rork reviewRork alternatives
Cognition AI
View Cognition AI reviewCognition AI alternatives

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Last reviewed: July 3, 2026