Why GitHub Copilot is Overrated and 3 Better Alternatives

If you’re a coder, you’ve probably heard the hype about GitHub Copilot. The promise of AI-assisted coding sounds enticing, but after using it extensively, I can confidently say that it’s overrated. It often generates mediocre code, struggles with complex requests, and doesn’t always understand your specific context. So, what can you use instead? In this article, I’ll break down three alternatives that we’ve found to be more effective, along with a comparison of their features and pricing.

1. Tabnine

What it does: Tabnine is an AI-powered code completion tool that integrates with your IDE to suggest code snippets based on your coding patterns.

Pricing: Free tier + $12/mo for Pro

Best for: Developers who want contextual code suggestions without the overhead of a full AI assistant.

Limitations: It may not handle very complex coding tasks as effectively as a human coder.

Our take: We use Tabnine for quick code completions and find it significantly more reliable than Copilot for straightforward tasks.

2. Codeium

What it does: Codeium offers AI-driven code suggestions and autocomplete features, designed to help streamline your coding workflow.

Pricing: Free for individuals, $19/mo for teams

Best for: Teams looking for collaborative coding support.

Limitations: While powerful, it can sometimes generate suggestions that need more refinement.

Our take: Codeium has been a game-changer for our team collaboration, making it easier to align on code quality and standards.

3. Replit Ghostwriter

What it does: Ghostwriter is an AI tool built into the Replit platform that helps you write code and debug in real-time within your browser.

Pricing: $20/mo, no free tier

Best for: Solo developers who prefer an all-in-one coding environment.

Limitations: Limited to the Replit ecosystem, which may not suit all developers.

Our take: We appreciate the seamless integration and real-time feedback that Ghostwriter offers, especially for rapid prototyping.

Tool Comparison Table

| Tool | Pricing | Best For | Limitations | Our Verdict | |--------------------|---------------------|----------------------------------|--------------------------------------|---------------------------------------------| | GitHub Copilot | $10/mo | General coding assistance | Mediocre code generation | Overhyped and underwhelming | | Tabnine | Free + $12/mo Pro | Contextual code suggestions | Struggles with complex tasks | Reliable for quick completions | | Codeium | Free for individuals, $19/mo for teams | Collaborative coding support | Suggestions need refinement | Great for team alignment | | Replit Ghostwriter | $20/mo | All-in-one coding environment | Limited to Replit ecosystem | Excellent for rapid prototyping |

Why GitHub Copilot Falls Short

The main issue we’ve encountered with GitHub Copilot is its inconsistency. While it can produce good code snippets, it often misses the mark on more nuanced requests. It’s like having a helpful but sometimes clueless assistant. You end up spending more time correcting its mistakes than you would if you wrote the code yourself.

Trade-offs to Consider

When choosing an alternative, consider your specific needs. For example, if you’re working solo and need a robust coding environment, Replit Ghostwriter may be the best fit. However, if you’re part of a team, Codeium could streamline your collaboration.

What We Actually Use

In our experience, we primarily rely on Tabnine for quick code completions and Codeium for team projects. GitHub Copilot has been relegated to the back burner due to its limitations.

Conclusion: Start Here

If you’re currently using GitHub Copilot and feeling frustrated, I recommend trying out Tabnine or Codeium. They offer better reliability and context-aware suggestions that can genuinely enhance your coding workflow.