
Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Miro records 30,749,206 monthly visits with +1.7% month-over-month growth and Freemium, Contact for Pricing pricing. ML.ai records 0 monthly visits with 0% growth and Paid pricing.
Hand it an issue, review the diff, merge when you are ready
| Dimension / Metric | ||
|---|---|---|
| Official Domain | miro.com | ml.ai |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 30.75M (30,749,206) | 0 (0) |
| MoM Traffic Delta | +505.1K (+1.7%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (19.4%) | 🌐 Global (—) |
| Direct Visits / mo | 20.18M | 0 |
| 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.
Hand it an issue, review the diff, merge when you are ready
Give it an issue and it reproduces the bug, edits the code, runs your tests and opens a pull request while you focus on decisions.
The agent proposes a task list and names the files it expects to change. You select the tasks, and edits outside the declared scope stop and ask first.
Each step of a task is routed to the model that fits it, with the vendor abstracted behind an effort setting and a stated outcome.
Launch many jobs across projects at the same time. Each agent runs in its own sandbox and reports back with a reviewable diff.

Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Free / Open-sourceThe AI coding agent that turns ideas into shipped software
Free / Open-sourceA spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies real engineering work.
Free / Open-sourceA spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies real engineering work.
Cognition's autonomous software engineer that ships real pull requests

Free / Open-sourceThe coding agent that learns your coding taste
Free / Open-sourceThe coding agent that learns your coding taste
Free / Open-sourceRun many coding agents in parallel, each in its own worktree
Free / Open-sourceRun many coding agents in parallel, each in its own worktree

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.
Free / Open-sourceAn AI IDE and coding agent that works on your project, not just your cursor
Free / Open-sourceAn AI IDE and coding agent that works on your project, not just your cursor
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.
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.

Free / Open-sourceAgent orchestration platform for your whole software development lifecycle
Free / Open-sourceAgent orchestration platform for your whole software development lifecycle

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.
SpecialistConverts natural language conversations directly into structured mind maps, though offering less versatile general drawing tools.
SpecialistConverts natural language conversations directly into structured mind maps, though offering less versatile general drawing tools.