
The AI coding agent that turns ideas into shipped software
Macroscope records 106,170 monthly visits with +39.6% month-over-month growth and Free Trial, Paid, Contact for Pricing pricing. Miro records 30,749,206 monthly visits with +1.7% growth and Freemium, Contact for Pricing pricing.

AI code review and status updates that keep every repo on track
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | macroscope.com | miro.com |
| Pricing Model | Free Trial, Paid, Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 106.17K (106,170) | 30.75M (30,749,206) |
| MoM Traffic Delta | +30.12K (+39.6%) | +505.1K (+1.7%) |
| Primary Market & Share | 🇺🇸 United States (51.7%) | 🇺🇸 United States (19.4%) |
| Direct Visits / mo | 46.77K | 20.18M |
| User Rating | 4.3 | 4.5 |
| Supported Platforms | Website | Website |

AI code review and status updates that keep every repo on track
Reviews every change for correctness, security, test coverage, and regressions before it lands, using full-codebase context.
Generates clear pull request descriptions so reviewers understand the intent of a change quickly.
Shows what changed, why it changed, and what needs attention across every repository and team.
Connects with version control, Slack, Jira, and Linear so insights appear inside tools the team already uses.
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.

The AI coding agent that turns ideas into shipped software
Cognition's autonomous software engineer that ships real pull requests

The coding agent that learns your coding taste
The coding agent that learns your coding taste

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.

All-in-one AppSec platform that finds and auto-fixes vulnerabilities
All-in-one AppSec platform that finds and auto-fixes vulnerabilities
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.

Agent orchestration platform for your whole software development lifecycle
Agent 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.
Combines whiteboarding and documentation in one cloud workspace, though with a smaller ecosystem than Miro.
Combines whiteboarding and documentation in one cloud workspace, though with a smaller ecosystem than Miro.
SpecialistSpecializes in UI wireframing alongside whiteboard collaboration, but less ideal for large-scale enterprise project planning.
SpecialistSpecializes in UI wireframing alongside whiteboard collaboration, but less ideal for large-scale enterprise project planning.