Valmis vs Cognition AI

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

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionValmisCognition AI
PricingFree (open-source)Freemium (enterprise plans, contact sales)
Target UserDevelopers & technical teamsEnterprise engineering teams
Core ValueOpen-source, self-hosted, customizable AI collaborationAutonomous end-to-end software engineering with productivity guarantee
DeploymentSelf-hosted (on-premises or cloud)Cloud-based (Devin Cloud) + desktop IDE (Windsurf)
Key IntegrationsModular (custom AI models)GitHub, Slack, Jira, Datadog, VS Code, Windows VM, Android Emulator

Valmis is ideal for privacy-focused developers who want a free, open-source AI workspace they can fully customize and self-host. Cognition AI (Devin) is built for enterprise teams needing an autonomous engineer that writes production code, manages bugs, and offers a $10M productivity guarantee. If you need zero lock-in and total control, choose Valmis; if you need scalable, guaranteed productivity at scale, choose Cognition AI.

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Valmis
Valmis

Open-source AI agent platform that runs agents in isolated Docker containers behind a host-side credential proxy.

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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
Free
Contact Sales
Plans
$0
Contact sales
Popularity
2 views
7.3k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebDesktop
WebDesktopAPICLI
Categories
🤖 Automation & Agents🕸️ Agent Frameworks & Orchestration🛡️ AI Governance & Guardrails
🛠️ Autonomous Coding Agents
Features
Host-side credential proxy: agents request API calls by credential ID and never see raw keys
LLM API calls routed through the same proxy instead of direct from the agent container
Each agent runs in its own isolated Docker container with a separate file system
Agent containers can run with internet access disabled and still execute app requests
Build a fleet of agents with per-agent credentials, skills, and knowledge bases
Per-agent credential access boundaries enforced at the code level
Assign a different LLM provider per agent to control model cost against task value
Agents can act as team lead and manage other agents' workflow as a decision tree
Workflow builder canvas for multi-step jobs with conditions and loops
Smart conditions judged by AI from plain-language descriptions
Strict conditions comparing values with programming logic
Per-step credential and tool limits plus output schema definitions
Cron, webhook, and app-event triggers such as new email, form submission, or Slack mention
Describe a workflow in natural language and have an agent build it
Cross-session memory organized into episodic, semantic, procedural, and working
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
Notion
Google Workspace
Gmail
Google Drive
Google Calendar
Google Sheets
HubSpot
Salesforce
Figma
Microsoft Teams
GitHub
GitLab
Bitbucket
Linear
Jira
Databricks
MongoDB
PagerDuty
Windsurf IDE

What real users say: Valmis 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.

Valmis

40 mentions across 7 sources · 62% positive — mixed (averaged across 7 sources)

Reddit, Hacker News, YouTube, Product Hunt, Stack Overflow, GitHub, Lemmy

What users praise

  • • Credential proxy keeps raw API keys away from agents.
  • • Docker container isolation sandboxes agents securely.
  • • Supports 100+ integrations, including Slack and Notion.
  • • Persistent memory with episodic and semantic recall.

What frustrates them

  • • No managed cloud version; self-hosting required.
  • • Documentation is thin beyond the README.
  • • No official support or SLA for enterprises.
  • • Steep learning curve for non-technical users.

Researched Aug 7, 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

  • Privacy-conscious developer
    Pick: Valmis

    Valmis is self-hosted, ensuring all data stays on-premises, and the open-source codebase allows full auditability and customization.

  • Enterprise engineering manager
    Pick: Cognition AI

    Devin automates multi-step engineering tasks, integrates with Jira/Datadog, and offers a $10M productivity guarantee, making it suitable for large teams with production-critical needs.

  • Open-source enthusiast
    Pick: Valmis

    Valmis is community-driven, free, and modifiable, perfect for developers who want to extend or contribute to an AI-assisted development platform.

  • Team needing cross-platform builds
    Pick: Cognition AI

    Devin natively supports Windows VM and Android emulator, enabling automated builds and testing for multiple platforms from a single system.

  • Solo founder with limited budget
    Pick: Valmis

    Valmis is free and self-hosted, avoiding subscription costs while providing AI code generation and collaboration features.

Frequently Asked Questions

Valmis vs Cognition AI: which should you choose?

Valmis is ideal for privacy-focused developers who want a free, open-source AI workspace they can fully customize and self-host. Cognition AI (Devin) is built for enterprise teams needing an autonomous engineer that writes production code, manages bugs, and offers a $10M productivity guarantee. If you need zero lock-in and total control, choose Valmis; if you need scalable, guaranteed productivity at scale, choose Cognition AI.

Can Valmis be integrated with my existing AI models?

Yes, Valmis supports modular model integration, allowing you to plug in different AI models or customize existing ones.

Does Cognition AI support Windows and Android development natively?

Yes, Devin has native Windows VM support and Android emulator integration, enabling testing and building for those platforms.

Is Valmis suitable for non-technical users?

No, Valmis is best for developers and technical teams who are comfortable with self-hosting and command-line interfaces.

What is FrontierCode evaluation in Cognition AI?

FrontierCode is a new metric that measures whether code is merge-worthy, beyond just syntactic correctness, ensuring higher quality outputs.

Can I use Cognition AI for free?

Cognition AI offers a freemium plan, but full enterprise features likely require a paid subscription (contact sales).

Does Valmis offer real-time collaboration?

Yes, Valmis includes real-time collaboration features for teams to work together on AI-assisted tasks.

How does the $10M productivity guarantee work for Cognition AI?

Cognition offers up to $10M back to enterprise customers if Devin does not deliver the promised productivity gains, based on human-equivalent hour measurements.

Which tool is better for legacy code modernization, e.g., COBOL?

Cognition AI explicitly lists COBOL modernization as a capability, making it the better choice for legacy codebases.

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Explore each tool further

Valmis
View Valmis reviewValmis alternatives
Cognition AI
View Cognition AI reviewCognition AI alternatives

Browse these categories

Best AI Automation & Agents toolsBest AI Autonomous Coding Agents toolsBest AI Agent Frameworks & Orchestration toolsBest AI AI Governance & Guardrails tools
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Last reviewed: July 2, 2026