Free / Open-sourceRun and build with open AI models locally or in the cloud
#1ClearML records 20,123 monthly visits with -60.9% month-over-month growth and Contact for Pricing pricing. n8n records 4,522,449 monthly visits with -7.4% growth and Freemium pricing.

Open AI infrastructure platform for managing GPU clusters and shipping models to production
| -361.7K (-7.4%) |
| Primary Market & Share | 🇩🇪 Germany (27.4%) | 🇮🇳 India (13.2%) |
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| Direct Visits / mo | 6.67K | 1.57M |
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| User Rating | 4.3 | 4.7 |
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| Supported Platforms | Website | Website |
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Open AI infrastructure platform for managing GPU clusters and shipping models to production
Connect and govern GPU clusters across on-prem, cloud, and hybrid setups with multi-tenancy, RBAC, quota management, fractional GPUs, and priority-based scheduling.
A builder workbench with an integrated development environment plus experiment tracking, data integration, dashboards, pipelines, model repository, and CI/CD integration.
Deploy LLMs onto existing clusters with handled networking, authentication, and security, so teams can launch secure model APIs with minimal manual configuration.
Granular cost tracking by compute hours, storage, and API calls lets IT teams allocate spend back to the projects and departments that consume it.
Open-source workflow automation built for AI agents and technical teams
Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic.
Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP.
Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps.
Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed.
Free / Open-sourceRun and build with open AI models locally or in the cloud
#1
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.

Free / Open-sourceOpen-source model and dataset hub with one-click online demos
#3No-code builder for custom AI agents and workflows

Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.

SpecialistMultiplayer AI where people and agents work side by side
Turn one prompt into live business apps, AI agents and automated workflows

AI data infrastructure for building production-grade models
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.

Track, evaluate, and ship AI models and agents in one connected environment.

SpecialistDeveloper-first integration platform with granular code control, but lacks n8n's visual node-based workflow builder.

Enterprise-grade security and robust workflow automation, but less focused on open-source self-hosting and consumer use cases.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
No-code builder for custom AI agents and workflows
Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.
SpecialistMultiplayer AI where people and agents work side by side
AI data infrastructure for building production-grade models
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.
Track, evaluate, and ship AI models and agents in one connected environment.
Enterprise-grade security and robust workflow automation, but less focused on open-source self-hosting and consumer use cases.