GitHub Copilot Review
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Rating Breakdown
GitHub Copilot is an AI-powered code completion tool that has revolutionized how developers write code. Powered by OpenAI’s Codex model, it serves as your AI pair programmer, suggesting entire lines or blocks of code as you type.
Languages
💻70+
Acceptance Rate
✓35%
↑ 12% vs avg
Time Saved
⏱️55%
↑ 45% vs avg
IDE Support
🔧10+
Key Features
GitHub Copilot has evolved significantly since its launch, now offering a comprehensive suite of features:
- Real-time code suggestions - Context-aware completions as you type
- Multi-language support - Works with JavaScript, Python, TypeScript, Ruby, Go, and 60+ more languages
- Context-aware completions - Understands your entire file and project structure
- Function generation from comments - Describe what you want in plain English
- IDE integration - Native support for VS Code, JetBrains IDEs, Neovim, and Visual Studio
- Copilot Chat - Conversational interface for code explanations and refactoring
- Pull request summaries - Automatically generate PR descriptions
- Security vulnerability detection - Identifies potential security issues in suggestions
- Code explanations - Helps understand complex code snippets
Code Acceptance Rate by Language (%)
Performance
Copilot excels at autocompleting common patterns and generating boilerplate code. In our testing, it was particularly effective for:
- Boilerplate code: Test setup, API endpoints, configuration files
- Common algorithms: Sorting, searching, data transformations
- API integrations: REST calls, database queries, third-party SDKs
- Documentation: Comments, docstrings, README files
The quality varies by language and use case. For well-established languages like Python and JavaScript with abundant training data, suggestions are excellent. For newer or niche languages, results can be more hit-or-miss.
Pricing
GitHub Copilot offers competitive pricing that makes it accessible to most developers:
- Individual: $10/month or $100/year (save $20)
- Business: $19/user/month - Adds policy management and organization-wide settings
- Enterprise: $39/user/month - Includes advanced security and compliance features
- Free for students - Verified students and open-source maintainers get full access at no cost
The individual plan is remarkably affordable considering the productivity boost it provides. Many developers report it pays for itself within the first few hours of use each month.
✓ Pros
- • Significant productivity boost for routine coding tasks
- • Excellent IDE integration feels native and responsive
- • Affordable pricing at just $10/month for individuals
- • Supports virtually all popular programming languages
- • Learns from your coding style and project context
- • Chat feature helps with debugging and refactoring
- • Free for students and open-source maintainers
- • Regular updates with new features and improvements
✗ Cons
- • Can suggest outdated patterns or deprecated APIs
- • All suggestions require careful review before accepting
- • Privacy concerns for proprietary codebases
- • Variable quality across different languages
- • May reduce learning opportunities for beginners
- • Occasionally suggests inefficient or incorrect code
- • Can slow down on very large files
- • Requires internet connection to function
Best Practices
To get the most out of GitHub Copilot:
- Write clear comments - Describe what you want the code to do
- Review all suggestions - Never accept code blindly
- Use descriptive variable names - Helps Copilot understand context
- Keep files organized - Better context leads to better suggestions
- Leverage Copilot Chat - Ask questions about unfamiliar code
- Configure filters - Block suggestions matching public code if needed
Verdict
GitHub Copilot is an excellent investment for professional developers who write code regularly. The $10/month price point is hard to beat for the time savings and productivity gains it provides. While it’s not perfect and requires vigilant code review, it excels at handling boilerplate and routine coding tasks.
The IDE integration is seamless, and the multi-language support means you can use it across your entire tech stack. Copilot Chat adds significant value by helping explain complex code and suggesting refactorings.
Best for: Professional developers, full-stack engineers, anyone writing significant amounts of code daily.
Skip if: You’re a coding beginner learning fundamentals, work exclusively offline, or have strict data privacy requirements.