Why GitHub Copilot Is Overrated for New Programmers

As we stand in 2026, it's hard to ignore the buzz surrounding AI tools like GitHub Copilot. Many claim that it’s a must-have for every developer, especially for beginners. Yet, after using it extensively, I’ve come to the conclusion that GitHub Copilot is overrated for new programmers. In this article, I’ll break down the reasons behind this stance and offer practical insights into what works better for those just starting their coding journey.

The Allure of AI Assistance

GitHub Copilot promises to enhance productivity by suggesting code snippets and functions on-the-fly. This sounds fantastic, but for new programmers, it can lead to a reliance on AI that stunts their growth. When you lean too heavily on suggestions, you miss out on understanding the fundamentals of coding.

Pricing Breakdown: What It Costs to Use GitHub Copilot

• GitHub Copilot: $10/month or $100/year
• Best for: Experienced developers looking for quick solutions.
• Limitations: Often provides incorrect or suboptimal code; not suited for learning.
• Our take: We tried using Copilot for quick projects and found it useful for experienced developers, but not for teaching new concepts.

Alternatives to GitHub Copilot for Beginners

Instead of relying solely on Copilot, here are some tools that new programmers might find more beneficial:

| Tool Name | Pricing | What It Does | Best For | Limitations | Our Verdict | |--------------------|-------------------|---------------------------------------------|----------------------------------|------------------------------------|-------------------------------------| | Codecademy | Free tier + $19.99/mo Pro | Interactive coding lessons | Learning fundamentals | Limited advanced topics | We recommend it for structured learning. | | freeCodeCamp | Free | Project-based learning with hands-on tasks | Beginners wanting to build projects | Lacks real-time feedback | A solid choice for self-paced learning. | | LeetCode | Free tier + $35/mo Premium | Coding challenges and interview prep | Practicing problem-solving skills | Can feel overwhelming | Great for sharpening coding skills. | | W3Schools | Free | Reference and tutorials for web languages | Quick syntax lookups | Not interactive | Good for quick reference but not comprehensive. | | Scrimba | $29/mo, $149/year | Interactive screencasts with coding exercises | Visual learners | Limited languages covered | Engaging way to learn web development. | | SoloLearn | Free tier + $6.99/mo Pro | Mobile-friendly coding lessons | On-the-go learning | Less depth in advanced topics | Handy for quick lessons on the move. | | Khan Academy | Free | Broad range of subjects including programming| Beginners in various subjects | Not coding specific | Good for foundational knowledge. | | Pluralsight | $29/mo, $299/year | Video courses on various tech topics | Skill building | Can get expensive | Great for expanding knowledge but pricier. | | EdX | Free tier + varies | University-level courses on programming | Academic learning | Requires self-discipline | Excellent for deep dives into topics. | | Udemy | Varies (often $10-20/course) | Wide range of courses on programming | Specific skill acquisition | Quality varies by instructor | Good for targeted learning. | | Replit | Free tier + $7/mo Pro | In-browser coding environment | Collaborative coding | Limited features in free version | Useful for quick prototyping. | | Visual Studio Code | Free | Code editor with extensions | General coding | Requires setup for full features | Our go-to editor for any coding project. |

Why GitHub Copilot Falls Short

1. Over-Reliance on AI: Beginners may become too dependent on AI suggestions, resulting in a lack of understanding of core programming concepts. This can lead to poor coding practices and a lack of problem-solving skills.

2. Context Misunderstanding: Copilot often misinterprets context, leading to incorrect or irrelevant code suggestions. For someone just starting out, this can be frustrating and confusing.

3. Limited Learning: While Copilot can generate code, it doesn’t teach you why that code works or how to debug it. New programmers need to understand the rationale behind code, not just how to write it.

4. Cost-Effectiveness: At $10/month, it can be an unnecessary expense for beginners who should focus on foundational tools and resources that foster learning.

5. Integration Issues: Not all environments support Copilot seamlessly, which can hinder a beginner's workflow and create additional confusion.

What We Actually Use

In our experience, we recommend starting with Codecademy or freeCodeCamp for structured learning. Once you have a grasp of the basics, tools like LeetCode or Udemy can help deepen your skills through practice and specialized courses. GitHub Copilot might be a good addition later on, but it’s not where you should start.

Conclusion: Start Here

If you’re a new programmer, skip GitHub Copilot for now. Instead, focus on foundational tools like freeCodeCamp or Codecademy to build your skills from the ground up. Once you have a solid understanding of programming basics, you can consider integrating AI tools into your workflow.

Building a strong foundation will pay off more than any AI suggestion ever could.