LAB BENCHMARK: Engineering & AI teams building multi-step LLM agents or needing per-workflow execution pricing
n8n Benchmark & Telemetry Audit (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.
Tested by Dr. Marcus Vance • Last Audit: 2026-10-23
StackRadar Score: 9.5 / 10.0
Laboratory Verdict
n8n
Starting at $24/mo • Free Forever Plan + 14-Day Trial
✓ Empirical Advantages
- + 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
! Benchmark Limitations
- — 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
Telemetry Score Matrix: n8n
ease Of Use
8.2 / 10.0
features
9.9 / 10.0
value For Money
9.8 / 10.0
integrations
9.7 / 10.0
support
9.3 / 10.0
Tiered Pricing & Seat Licensing Architecture
Community (Self-Hosted)
Free
Self-hosted Docker / K8s • Unlimited executions
- • Full visual workflow & AI agent nodes
- • JavaScript & Python code execution
- • Data stays 100% inside your VPC
Cloud Starter
$24/mo
per month (2,500 workflow executions) • 5 active workflows
- • Unlimited steps per workflow execution
- • Managed cloud hosting by n8n
- • 5 concurrent executions
Cloud Pro
$60/mo
per month (10,000 workflow executions) • Unlimited active workflows
- • 20 concurrent executions & execution search
- • Workflow history & global variables
- • Admin & member role management
Enterprise
$400/mo
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