n8n Review: Why It’s Our Top Pick for Engineering & AI teams building multi-step LLM agents or needing per-workflow execution pricing
n8n is the powerhouse choice for technical RevOps and AI engineering teams—especially for multi-step loops and AI agents where per-step billing would be prohibitively expensive.
n8n
Starting at $24/mo • Free Trial: Free Forever Plan + 14-Day Trial
What We Liked In Testing
- ✓ Bills per full workflow execution—a 50-step data pipeline costs 1 execution instead of 50 operations
- ✓ Native LangChain AI Agent, Vector Store, Memory, and Tool-Calling nodes built directly into the canvas
- ✓ Full JavaScript and Python code nodes with npm package support
- ✓ Can be self-hosted inside your own AWS/GCP VPC for strict healthcare or fintech data sovereignty
Flaws But Not Dealbreakers
- — Steeper technical curve for non-developers compared to Zapier
- — Cloud Starter plan limits active workflows to 5, making Cloud Pro ($50/mo) the realistic entry point
- — Smaller library of pre-built consumer marketing connectors than Zapier
How n8n Scored in Our Lab Tests
Real-World Pricing & Contract Notes
Community (Self-Hosted)
Self-hosted Docker / K8s • Unlimited executions
- • Full visual workflow & AI agent nodes
- • JavaScript & Python code execution
- • Data stays 100% inside your VPC
Cloud Starter
per month (2,500 workflow executions) • 5 active workflows
- • Unlimited steps per workflow execution
- • Managed cloud hosting by n8n
- • 5 concurrent executions
Cloud Pro
per month (10,000 workflow executions) • Unlimited active workflows
- • 20 concurrent executions & execution search
- • Workflow history & global variables
- • Admin & member role management
Enterprise
custom cloud or self-hosted license • Unlimited users & environments
- • Git version control & dev/staging/prod environments
- • SAML SSO, LDAP & external secret vaults
- • Log streaming & SLA support
Full Lab Analysis & Editorial Verdict
n8n is the powerhouse choice for technical RevOps and AI engineering teams—especially for multi-step loops and AI agents where per-step billing would be prohibitively expensive.
Pricing Structure & TCO Nuances
Key pricing difference: n8n bills per FULL workflow run, not per step. A 40-step workflow looping over 500 items counts as just 1 execution.
Frequently Asked Questions About n8n
Is n8n worth the price for scaling B2B teams in 2026?
n8n is the powerhouse choice for technical RevOps and AI engineering teams—especially for multi-step loops and AI agents where per-step billing would be prohibitively expensive. Watch out for: Key pricing difference: n8n bills per FULL workflow run, not per step. A 40-step workflow looping over 500 items counts as just 1 execution.
Does n8n offer a free plan or sandbox trial?
n8n offers Free Forever Plan + 14-Day Trial. Pricing starts at $24/mo (Per Complete Workflow Execution (Not Per Step)).
What security certifications and integrations does n8n support?
n8n is compliant with SOC 2 Type II, GDPR, Self-Hosted VPC Isolation, SAML SSO and integrates natively with OpenAI, Anthropic, Pinecone, Qdrant, Postgres, GitHub, Slack, HubSpot.