n8n Workflow Complexity Distribution
How complex are n8n workflows? Analysis of 9,292 public templates shows the node-count distribution across the n8n ecosystem — from simple 3-node automations to advanced 30+ node pipelines.
17
median node count
20.3
mean node count
7.4%
simple (≤5 nodes)
57.2%
advanced (16+ nodes)
Complexity distribution
Share of templates in each complexity tier
Complexity tier distribution
Templates grouped by node count tier
| Complexity tier | Node range | Templates | % of library |
|---|---|---|---|
| Simple | 1–5 nodes | 689 | 7.4% |
| Intermediate | 6–15 nodes | 3,291 | 35.4% |
| Advanced | 16–30 nodes | 3,907 | 42% |
| Expert | 31+ nodes | 1,405 | 15.1% |
Complexity by use case
Median and mean node counts per automation category
| Use case category | Median nodes | Mean nodes | % advanced (16+) |
|---|---|---|---|
| Webhooks & API | 18 | 22.1 | 61% |
| Monitoring | 18 | 21.5 | 63.8% |
| Incident Response | 18 | 18.7 | 53.8% |
| Data Export | 17 | 18.3 | 61.5% |
| Productivity | 15 | 17.2 | 46.6% |
| AI Enrichment | 15 | 17.5 | 49.1% |
| Support | 14 | 15.4 | 41.5% |
| Lead Generation | 14 | 16.5 | 42.7% |
| Data Processing | 13 | 14 | 38.1% |
| Content & Marketing | 13 | 14.3 | 44.8% |
| Data Migration | 13 | 12 | 28.6% |
| Sales & CRM | 9 | 10.9 | 28.5% |
| DevOps | 5 | 9.2 | 20% |
Methodology
- Data source
- n8n's public workflow template library at n8n.io/workflows/.
- Crawl frequency
- Full library crawl every 7 days.
- Current index size
- 9,292 templates.
- Node count
- Total nodes in the published template JSON, including trigger and utility nodes.
- Complexity tiers
- Simple (1–5 nodes), Intermediate (6–15 nodes), Advanced (16–30 nodes), Expert (31+ nodes). Thresholds based on observed distribution breakpoints in the library.
- Limitations
- Covers public templates only. Does not include private workflows or enterprise deployments.
- Independence
- TeloSignal is not affiliated with n8n GmbH.
Related data & analysis
Intelligence layer — paid
Does complexity predict demand? The paid tier shows per-template demand scores.
Advanced templates take longer to build. The paid tier tells you which ones have the demand to justify it — with Build vs Skip verdicts at the template level.
Join the community →Cite this data
TeloSignal (2026). n8n Workflow Complexity Distribution. Retrieved from
TeloSignal (2026). n8n Workflow Complexity Distribution. Retrieved from
https://www.telosignal.com/data/n8n-complexity-distribution