
SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software
n8n records 4,522,449 monthly visits with -7.4% month-over-month growth and Freemium pricing. Refraction records 2,383 monthly visits with +6.5% growth and Freemium, Free Trial, Paid, Contact for Pricing, Free pricing.

AI code assistant for refactoring, tests, docs and conversion
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | n8n.io | refraction.dev |
| Pricing Model | Freemium | Freemium, Free Trial, Paid, Contact for Pricing, Free |
| Monthly Visits | 4.52M (4,522,449) | 2.38K (2,383) |
| MoM Traffic Delta | -361.7K (-7.4%) | +146 (+6.5%) |
| Primary Market & Share | 🇮🇳 India (13.2%) | 🇮🇳 India (70%) |
| Direct Visits / mo | 1.57M | 928 |
| User Rating | 4.7 | 4.4 |
| Supported Platforms | Website | Website |
Open-source workflow automation built for AI agents and technical teams
Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic.
Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP.
Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps.
Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed.

AI code assistant for refactoring, tests, docs and conversion
Pick from over 20 actions including bug detection, refactoring, style checking, type annotation, debug statements, literal extraction and code explanation.
Turn any pasted source code into a test suite for your chosen framework, or generate documentation inline so the code explains itself.
Translate code between 56 languages and convert stylesheet rules from one CSS framework to another, including Tailwind-style conversions.
Describe what you need in plain English and get Mermaid diagrams, SQL queries, regex patterns, CSP headers or CI/CD pipeline definitions.

SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software

Free / Open-sourceWrite code with precision, hand bigger jobs to agents, and keep working from anywhere
Free / Open-sourceWrite code with precision, hand bigger jobs to agents, and keep working from anywhere
SpecialistAn agentic coding platform that ships real software

Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.

SpecialistThe coding agent that learns your coding taste
SpecialistThe coding agent that learns your coding taste
Free / Open-sourceA minimal, extensible terminal coding agent you can reshape
Free / Open-sourceA minimal, extensible terminal coding agent you can reshape
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

AI code review, PR triage, and security monitoring for fast-moving teams
AI code review, PR triage, and security monitoring for fast-moving teams

Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.
Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.

SpecialistMultiplayer AI where people and agents work side by side
SpecialistMultiplayer AI where people and agents work side by side
Turn one prompt into live business apps, AI agents and automated workflows
Baidu's ERNIE-powered AI coding partner for your IDE