Macroscope vs Codacy: Features, Pricing and User Reviews 2026
What are Macroscope and Codacy?
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.
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.
Features of Macroscope and Codacy
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
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
Use Cases of Macroscope and Codacy
Pricing of Macroscope and Codacy
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.
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.
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