Why GitHub Copilot Is Overrated: What Most Users Get Wrong

As a builder in the tech space, I’ve seen many developers rave about GitHub Copilot, but I can’t help but feel that it’s a bit overrated. While it can be a helpful tool, many users miss the mark on its capabilities and limitations. If you’re an indie hacker or a solo founder, understanding these nuances is crucial to making informed decisions about your development stack.

The Hype vs. Reality of GitHub Copilot

Many users approach GitHub Copilot with high expectations, believing it to be a magical coding assistant that can write entire applications with minimal input. In reality, while Copilot can suggest code snippets and help with boilerplate, it often requires substantial oversight and refinement. If you’re not careful, you might find yourself spending more time fixing its suggestions than actually coding.

What GitHub Copilot Actually Does

GitHub Copilot uses AI to provide code suggestions based on the context of what you’re writing. It’s integrated into your IDE (like VS Code) and works by predicting the next lines of code you might want to write.

Pricing Breakdown

• Free Tier: Not available
• Pro Plan: $10/month per user
• Enterprise Plan: $19/month per user

Best For

• Quick code completions and suggestions during development.

Limitations

• Often provides incorrect or outdated code snippets.
• Doesn’t understand the broader architecture of your application.
• Can lead to security vulnerabilities if not reviewed properly.

Our Take

We’ve tried Copilot, and while it’s decent for generating simple functions or repetitive code, it’s not something we rely on for critical parts of our projects. The need for constant verification makes it more of a crutch than a solution.

Alternatives to GitHub Copilot

Here’s a list of alternatives that might provide better value or fit your workflow more effectively:

| Tool Name | Pricing | Best For | Limitations | Our Take | |------------------|----------------------------|--------------------------------------|----------------------------------------|-----------------------------------| | Tabnine | Free tier + $12/mo Pro | Autocompletion in multiple languages | Limited context understanding | We use Tabnine for quick snippets. | | Codeium | Free | AI-powered code generation | Fewer integrations | We haven’t used it yet, but worth a try. | | Replit Ghostwriter| $10/mo | Collaborative coding | Limited to Replit IDE | We occasionally use Replit for quick prototyping. | | Sourcery | Free tier + $12/mo Pro | Python code improvement | Limited to Python | We love it for Python refactoring. | | Kite | Free | JavaScript and Python autocomplete | No longer actively developed | We don’t use it since it’s outdated. | | Codex by OpenAI | $0.01/1K tokens | Advanced code generation | Requires API integration | We’ve integrated Codex for more complex tasks. | | Jupyter Notebooks | Free | Data science and research | Not a coding assistant | We use it for data analysis. | | IntelliCode | Free | Microsoft ecosystem users | Limited to Visual Studio | We find it useful for C# projects. | | AI21 Studio | $15/month for 100K tokens | Text generation, including code | Learning curve for setup | We haven’t explored it much yet. | | Ponicode | $12/month | Automated unit testing | Focused on JavaScript | Useful for testing, but niche. | | Amazon CodeWhisperer | Free tier + $19/mo | AWS integrations | Best for AWS users only | We don’t use it since we’re not AWS-heavy. |

What We Actually Use

In our stack, we primarily rely on Tabnine for its simplicity and integration across languages. For more complex tasks, we’ve started using Codex, but only in specific scenarios where we need advanced generation.

Feature Comparison: GitHub Copilot vs. Alternatives

When evaluating GitHub Copilot against its competitors, consider the following criteria:

| Feature | GitHub Copilot | Tabnine | Codeium | Replit Ghostwriter | Sourcery | Codex | |-------------------|------------------|-----------------|------------------|---------------------|------------------|------------------| | Language Support | 20+ languages | 30+ languages | 10+ languages | JavaScript, Python | Python only | Multiple languages | | IDE Integration | VS Code, JetBrains| VS Code, JetBrains, etc. | Major IDEs | Replit only | VS Code | Custom integration | | Code Quality | Variable | High | Variable | Good | Excellent | High | | Pricing | $10/mo | Free + $12/mo | Free | $10/mo | Free + $12/mo | $0.01/1K tokens | | Customization | Limited | High | Moderate | Low | Limited | High |

Conclusion: Start Here

If you’re considering GitHub Copilot, be aware of its limitations. While it can help speed up some parts of your coding process, it’s not a replacement for deep understanding and careful coding practices. Instead, explore alternatives like Tabnine or Codex that might better fit your specific needs.

In our experience, GitHub Copilot is a tool that can augment your coding, but it shouldn’t be your primary crutch. Choose wisely based on your workflow and the scale of your projects.