Why GitHub Copilot Is Overrated: A Real User's Accounting

As a solo founder juggling multiple side projects, I was excited when GitHub Copilot launched. The promise of AI-assisted coding seemed like a dream for anyone trying to ship products faster. But after using it extensively, I believe GitHub Copilot is overrated. Here’s why, based on my real experiences.

What GitHub Copilot Actually Does

GitHub Copilot is an AI-powered code completion tool that suggests code snippets and entire functions as you type. It’s built on OpenAI's Codex, which means it can understand context and offer relevant code suggestions.

Pricing Breakdown

• Free tier: Limited features
• $10/month: Individual subscription with full features
• $19/month: Business plan for teams

The Limitations of GitHub Copilot

1. Contextual Understanding: Copilot often misses the broader context of your project. For example, when I was working on a complex API integration, it suggested code that didn’t fit with my existing architecture. This resulted in wasted time and frustration.

2. Code Quality: The quality of suggestions can be hit-or-miss. I found myself sifting through low-quality snippets that required significant modifications. In a recent project, I spent more time fixing Copilot's suggestions than I would have if I’d just coded it myself.

3. Learning Curve: While it can speed up certain tasks, relying on it too much can hinder your coding skills. I’ve noticed that I’m less confident in writing code without its assistance, which is a dangerous dependency.

4. Limited Language Support: Copilot works best with popular languages like JavaScript and Python. If your project involves less common languages, the suggestions can be sparse or irrelevant.

5. Cost vs. Value: At $10-19/month, the subscription cost can add up, especially when you’re unsure of the value it’s providing. For indie hackers, every dollar counts, and I found better value in other tools.

Tool Comparison: GitHub Copilot vs. Alternatives

Here’s a comparison of GitHub Copilot with other AI coding tools that I’ve tried:

| Tool | Pricing | Best For | Limitations | Our Verdict | |--------------------|----------------------------|-------------------------------|--------------------------------------|----------------------------------| | GitHub Copilot | Free, $10/mo, $19/mo | General coding assistance | Context issues, quality variability | Overrated for most use cases | | Tabnine | Free, $12/mo, $20/mo | JavaScript, Python | Limited language support | Better context handling | | Codeium | Free, $19/mo (pro tier) | Fast code suggestions | Less mature than Copilot | Worth a try for quick tasks | | Replit Ghostwriter | $10/mo | Collaborative coding | Limited to Replit environment | Great for team projects | | Sourcery | Free, $15/mo (pro tier) | Python refactoring | Not a general-purpose tool | Useful for specific tasks | | PyCharm AI | $199/year | Python development | Expensive, IDE-specific | Good for dedicated Python work |

Our Take

We’ve tried GitHub Copilot and found it to be less effective than expected. In contrast, tools like Tabnine provide better context handling and are more cost-effective for indie projects.

What We Actually Use

In our day-to-day work, we lean towards Tabnine for its better contextual suggestions and Sourcery for Python refactoring. While Copilot has its moments, it simply doesn't deliver the consistent value we need.

Conclusion: Start Here

If you’re considering GitHub Copilot, I recommend trying the free tier first. However, if you’re looking for something more reliable and cost-effective, explore alternatives like Tabnine or Sourcery. They’ve proven to be more aligned with the practical needs of indie hackers and side project builders.