TH
TutorHero Arena
Previous: AudioCraft (MusicGen) Rank #258 of 300 Skills Next: SWE-bench
n8n
Founders Arena Rank #258

n8n

n8n-io/n8n · Author: @n8n-io
Arena ELO
1252
±21
Total Stars
206.8k
+255.3% w/w
Monthly Traffic
3.4M/mo
4.0x vs median
Search Demand
380,000/mo
+35% YoY

12-Month Adoption & Star Velocity +255.3% w/w

Empirical star trajectory for n8n vs Category Median benchmark. Hover along points to inspect exact monthly stats.

n8n Category Median
207k 106k 4k NovDecJanFebMarAprMayJunJulAugSepOct Nov · 46.1k vs 4.4k med This Skill: 46.1k +41.7k vs Median Dec · 52.8k vs 5.0k med This Skill: 52.8k +47.8k vs Median Jan · 60.5k vs 5.7k med This Skill: 60.5k +54.8k vs Median Feb · 69.4k vs 6.5k med This Skill: 69.4k +62.9k vs Median Mar · 79.5k vs 7.3k med This Skill: 79.5k +72.2k vs Median Apr · 91.2k vs 8.4k med This Skill: 91.2k +82.8k vs Median May · 104.5k vs 9.5k med This Skill: 104.5k +95.0k vs Median Jun · 119.8k vs 10.8k med This Skill: 119.8k +109.0k vs Median Jul · 137.3k vs 12.3k med This Skill: 137.3k +125.0k vs Median Aug · 157.4k vs 13.9k med This Skill: 157.4k +143.4k vs Median Sep · 180.4k vs 15.8k med This Skill: 180.4k +164.6k vs Median Oct · 206.8k vs 18.0k med This Skill: 206.8k +188.8k vs Median
GROWTH VELOCITY
+255.3%
0.8x vs category median
ARENA ELO SCORE
1252
+60 vs category median
WEB VISITS MOMENTUM
3.4M/mo
4.0x category median
LATENCY EFFICIENCY
60ms
0.6x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, n8n holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +255.3% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose n8n

Fair-code workflow automation platform with AI agent nodes, custom code execution, and multi-step branching logic.

Verified Real-World Production Workflow

Primary Implementation:

Orchestrate complex customer lead routing, automated trial extension logic, and multi-tenant webhook listeners with visual retry logic.

Engine Stack & Dependencies:

TypeScript, Vue.js, SQLite/PostgreSQL, LangChain integration.

Target Persona & Role Fit

Ops & Technical Founders

Engineered and benchmarked specifically for Ops & Technical Founders demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/n8n-io/n8n

Technical Specification (ASD-STE100)

Fair-code workflow automation platform with AI agent nodes, custom code execution, and multi-step branching logic.
Architecture: TypeScript, Vue.js, SQLite/PostgreSQL, LangChain integration.

Domain Tags & Keywords

#workflow-automation#agentic-nodes#backend-ops

Compute Efficiency Profile

P95 EXECUTION LATENCY
60ms
0.6x faster than median
TOKEN EFFICIENCY SAVINGS
-84%
Measured via context pruning
HEAD-TO-HEAD WIN RATE
81%
Arena paired matches
Monthly Documentation & Site Visits
3.4M/mo
Measured via Traffic Research bypass engine (4.0x category median)
Google Search Keyword Demand
380,000/mo
+35% YoY expansion

6-Month Web Traffic Velocity

Traffic momentum vs Category Median (850k visits/mo benchmark).

n8n Median
3.4M 2.0M 680k MayJunJulAugSepOct May · 2.25M vs 680.0k med This Skill: 2.25M +1.57M vs Median Jun · 2.48M vs 714.0k med This Skill: 2.48M +1.77M vs Median Jul · 2.71M vs 748.0k med This Skill: 2.71M +1.96M vs Median Aug · 2.94M vs 782.0k med This Skill: 2.94M +2.16M vs Median Sep · 3.17M vs 816.0k med This Skill: 3.17M +2.35M vs Median Oct · 3.40M vs 850.0k med This Skill: 3.40M +2.55M vs Median

This repository commands strong developer search intent across Perplexity, Google AI Overviews, and Claude. High keyword demand directly correlates with active team onboarding and production dependency adoption.

Arena ELO Rating Stability

Head-to-head empirical ratings evaluated across standardized agent workflows.

1252
±21 CI
1k 1k 1k MayJunJulAugSepOct May · 1.2k vs 1.2k med This Skill: 1.2k +35 vs Median Jun · 1.2k vs 1.2k med This Skill: 1.2k +41 vs Median Jul · 1.2k vs 1.2k med This Skill: 1.2k +55 vs Median Aug · 1.3k vs 1.2k med This Skill: 1.3k +66 vs Median Sep · 1.3k vs 1.2k med This Skill: 1.3k +65 vs Median Oct · 1.3k vs 1.2k med This Skill: 1.3k +54 vs Median
WIN RATE
81%
Head-to-head
WEEKLY SURGE
+255.3%
Adoption velocity
P95 LATENCY
60ms
Execution speed
TOKEN OVERHEAD
-84%
Context saved

Head-to-Head Comparison — n8n vs 300 Skills

Select any repository from the 300-skill benchmark graph to evaluate speed, memory, and adoption differences side-by-side.

Compare with:
Popular Direct Comparisons in Category:
Previous: AudioCraft (MusicGen) Return to Arena Leaderboard Next: SWE-bench