
SpecialistThe AI coding agent for building ambitious software
SpecialistThe AI coding agent for building ambitious software
Miro records 30,749,206 monthly visits with +1.7% month-over-month growth and Freemium, Contact for Pricing 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 | miro.com | refraction.dev |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Free Trial, Paid, Contact for Pricing, Free |
| Monthly Visits | 30.75M (30,749,206) | 2.38K (2,383) |
| MoM Traffic Delta | +505.1K (+1.7%) | +146 (+6.5%) |
| Primary Market & Share | 🇺🇸 United States (19.4%) | 🇮🇳 India (70%) |
| Direct Visits / mo | 20.18M | 928 |
| User Rating | 4.5 | 4.4 |
| Supported Platforms | Website | Website |
An AI-powered visual workspace where teams think, plan, and build together
An infinite multiplayer board where cursors, comments, and live editing let remote and hybrid teams work in the same space simultaneously.
Docs, Tables, Slides, Kanban, and Timelines live alongside freeform drawing so a workshop can turn directly into a structured plan.
Generate diagrams, tables, and summaries, remove image backgrounds, and connect external AI assistants through the MCP server.
6,000-7,000+ templates for brainstorming, workshops, roadmapping, and process mapping give teams a running start.

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

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

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

Stronger focus on structured mind mapping and flowcharting, but lacks Miro's massive template library and enterprise workshop features.
Stronger focus on structured mind mapping and flowcharting, but lacks Miro's massive template library and enterprise workshop features.
SpecialistExcels at generating technical architecture diagrams directly from code, but less suited for freeform creative brainstorming.
SpecialistExcels at generating technical architecture diagrams directly from code, but less suited for freeform creative brainstorming.
Baidu's ERNIE-powered AI coding partner for your IDE
Similar collaborative online whiteboard experience with strong AI diagramming, but offers fewer complex enterprise integration options.
Similar collaborative online whiteboard experience with strong AI diagramming, but offers fewer complex enterprise integration options.
Agentic coding with parallel AI agents that build and ship real products
Agentic coding with parallel AI agents that build and ship real products

SpecialistFeatures a spatial visual canvas integrated with multi-model chat agents, but less focused on team workshop facilitation.
SpecialistFeatures a spatial visual canvas integrated with multi-model chat agents, but less focused on team workshop facilitation.