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Codacy AI vs Marvin
Side-by-side comparison of features, pricing, and ratings
Pricing
Freemium
Free
Plans
$0/mo
$18/mo per dev (yearly)
Custom
$0/mo
Popularity
3.9k views
7.1k views
Skill Level
Advanced
Intermediate
API Available
Platforms
WebPluginCLI
CLI
Categories
💻 Code & Development🔒 Security & Privacy🤖 Automation & Agents
💻 Code & Development🤖 Automation & Agents
Features
Automated code review on pull requests
Inline code comments for issues
Multi-language support (Python, JS, Java, Go, etc.)
Customizable quality rules per language
Security vulnerability scanning
Code coverage analysis
Integration with GitHub, GitLab, Bitbucket
Real-time developer feedback
Pull request status checks
Trends and metrics dashboards
Rule repository with community patterns
AI functions via @ai_fn decorator
AI classifiers via @ai_classifier decorator
Embeddings generation with @ai.embed
Structured data extraction with Pydantic models
Agent loops and tool use
Built-in streaming with SSE
Rate limiting and error handling
OpenAI & Anthropic model support
Async-first API
Type-safe outputs with Pydantic
Integrations
GitHub
GitLab
Bitbucket
Slack
Jira
Jenkins
CircleCI
Travis CI