Why Most Developers Overrate GitHub Copilot and What Works Better

As a solo founder or indie hacker, it’s easy to get swept up in the hype around tools like GitHub Copilot. The idea of having an AI assistant that can write code for you sounds incredible. But after using Copilot extensively, I can confidently say it’s overrated. Many developers expect it to solve all their coding challenges, but in practice, it falls short. Let’s break down why that is and explore some alternatives that might actually work better for you.

What GitHub Copilot Does (And Doesn’t Do)

GitHub Copilot is an AI-powered coding assistant that suggests code snippets based on the context of your current project. It can help you write functions, generate boilerplate code, and even suggest comments. The allure is strong: automate repetitive tasks and speed up development.

Pricing

• Pricing: $10/month or $100/year after a free trial.
• Best for: Developers looking for quick code suggestions.
• Limitations: It often generates incorrect or inefficient code, lacks understanding of project context, and can lead to security vulnerabilities if not properly vetted.

In my experience, we had high hopes, but running into its limitations became a regular occurrence. It often suggested code that wasn't optimal, and sometimes it generated snippets that didn’t even compile.

Alternatives to GitHub Copilot

Let’s dive into some AI coding tools that might serve you better than Copilot.

1. Tabnine

• What it does: AI-driven code completion that learns from your codebase.
• Pricing: Free tier + $12/mo pro.
• Best for: Developers who want tailored suggestions based on their own code.
• Limitations: May require time to learn your coding style.
• Our take: We prefer Tabnine for its contextual awareness.

2. Codeium

• What it does: Provides code suggestions with a focus on multiple languages.
• Pricing: Free.
• Best for: Beginners who need guidance across various languages.
• Limitations: Less advanced compared to paid tools.
• Our take: Great starting point, but we outgrew it quickly.

3. Sourcery

• What it does: Improves Python code quality with real-time suggestions.
• Pricing: Free tier + $12/mo pro.
• Best for: Python developers looking to enhance their codebase.
• Limitations: Limited to Python only.
• Our take: We use Sourcery for our Python projects. It’s like having a code review buddy.

4. Replit Ghostwriter

• What it does: AI assistant for coding in the Replit IDE.
• Pricing: $20/month.
• Best for: Collaborative coding environments.
• Limitations: Requires using Replit, which may not suit all developers.
• Our take: We love the collaborative features but find it limited outside of Replit.

5. Codex by OpenAI

• What it does: A more powerful version of the model behind Copilot.
• Pricing: Usage-based pricing, can get expensive depending on usage.
• Best for: Complex projects needing advanced AI assistance.
• Limitations: Can be costly and requires more setup.
• Our take: We haven’t adopted it yet but are considering it for future projects.

6. Kite

• What it does: Offers code completions and documentation lookup.
• Pricing: Free tier + paid plans starting at $19.90/month.
• Best for: Developers who need quick access to documentation.
• Limitations: Limited language support compared to others.
• Our take: We don’t use Kite because it didn’t integrate well with our workflow.

7. Ponicode

• What it does: AI tool for generating unit tests and improving code quality.
• Pricing: Free tier + $15/month for additional features.
• Best for: Developers focused on testing and code quality.
• Limitations: Primarily focused on JavaScript/TypeScript.
• Our take: We haven’t used it yet but are intrigued by the testing focus.

Comparison Table

| Tool | Pricing | Best For | Limitations | Our Verdict | |--------------------|-----------------------|-----------------------------------|---------------------------------|------------------------------------| | GitHub Copilot | $10/month | Quick code suggestions | Often generates incorrect code | Overrated, not worth it | | Tabnine | Free + $12/mo pro | Tailored suggestions | Needs time to learn your style | Preferred for context awareness | | Codeium | Free | Beginners across languages | Less advanced | Good starting point | | Sourcery | Free + $12/mo pro | Python code improvement | Limited to Python | Great for Python projects | | Replit Ghostwriter | $20/month | Collaborative coding | Requires Replit | Good for collaboration | | Codex | Usage-based | Complex projects | Can get expensive | Considering for future projects | | Kite | Free + $19.90/month | Quick documentation access | Limited language support | Not a fit for us | | Ponicode | Free + $15/month | Testing and code quality | JavaScript/TypeScript only | Intrigued but haven’t used yet |

What We Actually Use

After testing various tools, we primarily use Tabnine and Sourcery. Tabnine gives us great contextual suggestions, while Sourcery helps keep our Python projects clean and efficient. If you’re looking to boost your coding productivity, I recommend starting with these two.

Conclusion: Start Here

If you’re considering GitHub Copilot, I suggest you look into Tabnine and Sourcery first. They offer real value without the inflated expectations that often come with Copilot. Developers need tools that actually enhance productivity, and in our experience, these alternatives provide that without the fluff.