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Codacy vs Macroscope: Features, Pricing and User Reviews 2026

Codacy logo

Codacy

Code Quality & Security for AI Teams

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VS
Macroscope logo

Macroscope

AI Engineering Understanding Engine

Macroscope screenshot

What are Codacy and Macroscope?

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Codacy

Codacy is a platform that helps engineering teams check their code for quality and security problems. It scans code for bugs, security risks, and messy patterns, then gives clear feedback so developers can fix issues early.

As more teams use AI tools to write code, Codacy also watches over AI generated code. It checks code coming from tools like Copilot or Claude Code and blocks risky changes before they cause problems.

The platform works inside your code editor, your pull requests, and your build pipeline, so checks happen automatically at every stage.

Codacy offers a free plan for individual developers, and paid plans for teams and larger companies that need more control and reporting.

Macroscope logo
Macroscope

Macroscope is an AI tool built for engineering teams that work on GitHub. It reviews every pull request, points out real bugs, and writes clear summaries of what changed in the code.

It works by reading code as a graph instead of just plain text, so it understands how files and functions connect to each other. It also connects to tools like Slack, Jira, and Linear for extra context.

Teams can also ask a built in agent questions about the codebase, get weekly reports, and set up simple automations. New users get $100 in free usage to try the product before paying anything.

Features of Codacy and Macroscope

Codacy logo
Codacy
  • Static analysis for 40+ languages

  • Security scanning: SAST, SCA, secrets, IaC

  • AI guardrails for AI generated code

  • AI powered pull request reviews

  • Code coverage tracking and merge gates

  • Shared coding standards across teams

  • Audit ready compliance reports and SBOMs

  • GitHub, GitLab, Bitbucket integrations

  • Jira and Slack integrations

  • Free IDE plugin for individual developers

Macroscope logo
Macroscope
  • Automatic pull request reviews with real bug detection

  • Auto fixes and auto approves safe changes

  • Codebase mapped as a connected graph

  • Weekly status digests and commit summaries

  • Built in agent for Slack and GitHub

  • Simple automations called Macros

  • Local CLI and webhook API access

  • Connects to Jira, Linear, Sentry, and more

  • SOC 2 Type II certified security

Use Cases of Codacy and Macroscope

Pricing of Codacy and Macroscope

Codacy logo
Codacy

Codacy offers a free Developer plan that gives individual developers real-time scanning and AI guardrails right inside their code editor, at no cost.

The Team plan costs $21 per developer per month when billed monthly, or $18 per developer per month when billed yearly. It covers teams of up to 30 developers and adds cloud based scanning, pull request reviews, coding standards, and Jira and Slack integrations.

The Business plan uses custom pricing based on company needs. It includes everything in Team plus unlimited private projects, license scanning, container scanning, DAST, single sign-on, audit logs, and dedicated support.

New users can try the Team plan free for 14 days, with no credit card required.

Macroscope logo
Macroscope

Macroscope uses a usage based pricing model instead of one flat monthly fee. You only pay for what you actually use.

  • Agent: Costs $0.01 per credit, with 1,000 credits included each month.

  • Code Review: Costs $0.05 per KB of code reviewed, with a 10 KB minimum per review.

  • Status: Costs $0.05 per commit tracked and summarized.

The Teams plan gives every new account $100 of free usage to try Code Review, Status, and the Agent before paying anything, along with tools to set spend limits.

The Enterprise plan includes everything in Teams, plus discounted pricing for longer commitments, priority support, custom legal agreements, and a SOC 2 Type II report. Enterprise pricing is custom and requires contacting sales.

FAQs: Codacy vs Macroscope

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Codacy
Macroscope logo
Macroscope

Reviews: Codacy vs Macroscope

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Codacy
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Macroscope logo
Macroscope
0.0

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Compare Codacy With Other Tools

Compare Macroscope With Other Tools