N8
n8n Reviews & Pricing
★★★★★ 4.7 / 5.0 • Best for Engineering & AI teams building multi-step LLM agents or needing per-workflow execution pricing
Verified Buyer Deep Dive & Operational Breakdown
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.
Deployment Nuances & TCO
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.
Executive Buyer Summary
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.
✓ Verified Buyer Pros
- ✓ 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
⚠ Verified Buyer Cons
- — 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