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n8n combines a source-available node canvas, self-hosting, AI Agent nodes, and an AI Workflow Builder. Samsarix takes a different path: 24 stable agent identities, managed memory controls, and UCF metrics for coordination across the whole automation system.
n8n can compose AI Agent nodes, tools, and sub-workflows. Samsarix differentiates with 24 canonical identities whose governance roles, handoff protocol, memory boundary, and response format are owned by the platform.
n8n provides execution logs, history, and insights. Samsarix adds harmony, friction, throughput, focus, resilience, and velocity — six UCF dimensions for coordination quality across agents and runs.
n8n excels at self-hosted flexibility. Samsarix offers a managed platform where infrastructure, agent orchestration, and metrics are handled for you — so you focus on the workflow, not the ops.
n8n now offers an AI Workflow Builder alongside its node canvas. Samsarix makes the conversation and named-agent roster the persistent center of the automation, with the visual spiral as an editable execution view.
Both platforms expose source-level extensibility. n8n offers a mature Community Edition and paid self-hosting; Samsarix offers a managed AI-native platform with canonical agent orchestration built in.
| Feature | Samsarix | n8n |
|---|---|---|
| Core Architecture | ||
| Workflow engine | Agent-powered spirals with adaptive branching | Node-based workflows with expressions, code, and sub-workflows |
| Agent model | 24 stable agent identities with explicit roles and handoffs | Composable AI Agent nodes with tools and sub-workflows |
| Prompt-to-workflow builder | Conversation-first spiral builder | AI Workflow Builder credits on supported cloud plans |
| Error handling | Agent policies can retry, reschedule, or escalate | Error workflows, automatic retries, and custom failure actions |
| Cross-run context | Inspectable agent memory with user controls | Memory nodes and external stores configured per workflow |
| Coordination & Observability | ||
| Real-time coordination metrics | 6 UCF dimensions (harmony, friction, throughput, etc.) | Execution logs, insights, debugging, and workflow history |
| Multi-agent governance | 24 canonical roles with shared handoff and response contracts | User-composed agent nodes, tools, and sub-workflows |
| Per-step provenance | Structured agent responses carry named-agent attribution | Node-level input, output, and execution data |
| Deployment & Hosting | ||
| Self-hosted | No public self-hosted edition | Community Edition plus paid self-hosted plans |
| Cloud-hosted | Samsarix-managed deployment model | n8n Cloud (managed) |
| Source model | Proprietary platform | Source-available fair-code with a Community Edition |
| Free path | Hosted Free plan: 5 Spiral definitions, 15 Spiral runs/month, 3 agents, 1,000 monthly requests | Self-hosted Community Edition |
| Integrations & API | ||
| Integration model | 52 catalogued integrations plus agent/API coordination | Built-in/community nodes plus generic HTTP and GraphQL requests |
| Custom nodes | Agent and API tools configured in natural language or code | Custom node development in TypeScript |
| MCP connectivity | MCP server access on eligible plans | MCP client/server nodes can participate in workflows |
| REST API | ||
| Pricing | ||
| Free tier | 5 Spiral definitions, 15 Spiral runs/month, 3 agents, 1,000 monthly requests | Self-hosted Community Edition |
| Cloud entry | $9/mo Hobby | Starter from €20/mo billed annually for 2.5K executions |
| Usage model | Spirals, API requests, and tracked model spend | Complete workflow executions, regardless of step count |
| Enterprise | $299/mo | Custom execution-based pricing |
n8n gives you complete control over your deployment — Docker, npm, Kubernetes, your infrastructure. If you need on-prem deployment with zero cloud dependency, n8n's self-hosted edition is battle-tested.
n8n has a larger community, more community nodes, and a longer track record in the source-available automation space. If you value community-contributed integrations and extensive documentation, n8n has more breadth today.
Start on the Free plan. No credit card required. See how coordination-aware automation makes.