Are you a programmer who wants to find an easy way to solve different coding problems, debug, suggest various solutions, and find references online? Just go through our researched table to choose the best AI chatbot for coding. Coding assistants will not solve everything for you, but they can add extra comfort and make writing codes more bearable. Let’s take a look at the latest AI chatbots that can help you write codes more efficiently.
What is an AI Coding Chatbot or Assistant?
An AI chatbot or coding assistant is a smart software app that can understand a complex set of codes, give written responses to coding questions, optimize code, and fix code errors.
They are also connected with different programming language environments while interacting with developers through NLP (Natural Language Processing), ultimately helping developers write code more efficiently.
So, while developing in different environments like C++, JavaScript, Visual Studio Code, Sublime, and SQL, AI assistants can help you primarily in those areas.
Here is a complete list of AI coding assistant’s capabilities,
- Create code snippets based on user prompts.
- While writing codes, give specific suggestions.
- Identify errors and debug.
- They can search the internet for you.
- AI chatbots can review codes.
- They can provide feedback for different coding standards.
You can say these chatbots can pretty much help you fix any sort of coding problem, even generate an entire set of codes from scratch.
Best AI Chatbots or Coding Assistants for Maximum Coding Efficiency
These AI assistants are quite reputed for giving the best possible answers and solving different coding problems.
AI Coding Assistants | G2 Reviews | 5 Star Percentage | Speciality |
ChatGPT 4 | 548 | 83% | Best AI platform for any type of written questions |
GitHub Copilot | 136 | 77% | Best Context-aware coding assistant |
Snyk | 118 | 79% | Security and code quality |
Tabnine | 40 | 62% | Cody style adaption for code context |
Codacy | 26 | 80% | Best for code quality analysis |
Blackbox | 11 | 63% | Wide range of language support |
CodiumAI | 29 | 100% | Higher code coverage and reliability |
1. ChatGPT 4 (Open AI)
After its initial release in 2022, ChatGPT gained much popularity for its amazing functionalities as an AI chatbot. Later, ChatGPT version 4 revealed more possibilities in the programming field.
What are ChatGPT’s capabilities in the programming field?
- This AI chatbot can generate a full set of codes based on the user’s prompts.
- Identify any faults in codes.
- Can link to trusted sources for learning purposes for tutorials and examples.
- Helping you structure different projects.
- Algorithm creation for specific coding tasks of specific requirements.
- Suggestion based on code generations.
- Can aid you in code documentation.
Pricing
ChatGPT 1, 2, 3, 3.5 is free, but ChatGPT version 4 is $20 monthly.
2. GitHub Copilot (Best Overall)
GitHub is considered one of the best coding assistant tools in 2024 and has dethroned ChatGPT in case of solving code-related problems. It’s widely used by developers and known for its outstanding accuracy in output data.
Well, GitHub gives you a 55% speed boost in your development.
What are GitHub Copilot’s capabilities in the programming field?
- Great for following patterns, meaning it’s precise on being content aware.
- It also can generate suggestions and messages for precise coding snippets.
- Copilot is available on Android and IOS.
- GitHub Copilot can generate the best quality of codes.
- I can adapt and learn about different projects with ease.
- GitHub learns from mistakes and can generate more precise data in future prompts.
- Automatically test your codes with 85% precision using Copilot.
Pricing
For personal usage, Copilot comes with a $10 per month.
3. Snyk (Powered by Deepcode)
Snyk is renowned for detecting vulnerabilities in code and making perfect resolutions for each line in code snippets. This AI coding assistant is perfect for security researchers looking for code vulnerabilities.
What are Snyk’s capabilities in the programming field?
- Write and export the most secure codes possible.
- Detects and removes vulnerabilities in already existing code.
- Constantly monitor codes for any sort of vulnerabilities and find remediation based on context.
- Backed with knowledge from industry-leading security experts.
- Snyk and automatically scan every repo and PR in your codes for any existing issues.
- Developer-friendly interface for most Synk functionalities.
- Track, report, and improve apps, assets, and program’s health continuously.
Pricing
Snyk’s basic version comes free, but it has a flexible pricing plan from its team and enterprise. You can contact the sales team to fix a price.
4. Tabnine
Tabnine is considered one of the best beginner-friendly AI coding assistants that can give answers from the most simple to difficult questions to decipher from the most simple prompts! We mean is if you ask a totally random question like, “Build a calculator class,” then it will generate a full set of calculator classes in Python in seconds.
What are Tabnine’s capabilities in the programming field?
- Can easily generate intelligent code compilations with precise data.
- Understand complex prompts with ease.
- Context awareness while generating code snippets.
- Supports a wide range of programming languages and frameworks.
- It can learn from more users’ prompts for better responses in the future.
- Tabnine can create boilerplate codes to ease the development process.
- It can refactor your code to improve its readability.
Pricing
Tabnine offers a basic plan that comes free, but Tabnine Pro has $12/per month for each user.
5. Codacy
If you want to maintain the best quality and modify your content with the most updated coding principles, select Codacy without hesitation. Codacy can help you solve code potential bugs, quality issues, style, and security vulnerabilities of your code.
What are Codacy’s capabilities in the programming field?
- Fix most Appsec issues using SAST, SCA, Secrets, and IaC.
- Most Codacy responses are data-driven.
- Supports 40+ languages and frameworks.
- Automatically review your codes after generating.
- Provides a personalized dashboard for monitoring and maintaining code quality.
- It can analyze the latest coding trends and use them for your responses.
- Gives you detailed insights for later purposes.
Pricing
You can use Codacy Basic for free and pro for $15/ per month.
6. Blackbox
Blackbox is considered more of an AI chatbot than a dedicated AI coding assistant. Same as ChatGPT, Blackbox AI stands out for generating perfect codes, completing incomplete codes, and writing entire functions from scratch developer inputs.
What are Blackbox’s capabilities in the programming field?
- Blackbox adapts to your current prompts and adapts to changes in the future.
- Seamlessly integrate with different AI tools.
- It can assist you in writing codes by generating the most effective code snippets.
- Blackbox can detect errors in codes.
- Optimize your code snippets with ease.
- Blackbox can offer insights into code and performance-related issues.
- It can utilize NLP (Natural Language Processing)
Pricing
Blackbox AI is completely free.
7. CodiumAI
Well, professional programmers state that Codium AI is by far the easiest to use and simple coding AI assistant available on the internet. However, don’t let the simplicity fool you because Codium AI gives you some great functionalities for code generation, suggestions, and improvements that can take your app development to the next level.
What are Codium AI capabilities in the programming field?
- Cutting-edge coding assistant tool for PR (Pull Requests).
- Marge similar code with ease in a meaningful pattern.
- Create a complete plan of work from your exciting tasks.
- Codium AI can check your code’s functionality and test its effectiveness without any real environment.
- Gives you a full report on your completed tasks and suggests edits accordingly.
- Complete the full coding task by adding the plan in Codium AI in the code completion feature.
- Debug full sets of codes after generating them with 90% precision.
Price
Get Codium AI for free, or you can get it for teams only for $19/per month.
6+ Best ChatGPT Alternatives for Your Coding
10 Benefits and Challenges Devs had to Face while Writing Code with Coding Assistants
Coding assistants are good, but are they the best solutions for every coding problem? Let’s see what benefits and challenges code assistants bring for developers.
The Benefits
i. Easy documentation generation
With AI, you can easily generate interactive documentation that provides you with detailed comments, descriptions, live examples, and trusted links as sources. This pretty much helps you be more efficient while coding.
ii. Time-saving
Most AIs work pretty fast. ChatGPT can give you a response in under 2 seconds, saving you time and making you punctual. Moreover, by completing codes, automated testing, and error detection, these tools can help you reduce the pain of doing repetitive tasks at once.
iii. Code quality
Code quality is crucial for app development because one mistake can lead to hundreds of errors. By using AI, you are guaranteed to write high-quality codes.
iv. Context-aware suggestions
Being context-aware can be great while working in different environments. Also, changing environments and adjusting to the current one can be pretty hard. This is why AI can easily give you constant replies and suggestions to adapt to different scenarios.
v. Excellent learning tool
If you are fed up with learning code while scrolling through hundreds of YouTube videos, prepare to learn coding more perfectly. Just imagine you can get any answers for any coding-related issue from AI, making it an excellent learning tool for beginners.
The Challenges
i. Compatibility
Well, most AI is compatible with multiple programming languages. However, some AI coding assistants are not that flexible. If an AI assistant is compatible with Python, it may not work with another language like JavaScript.
ii. Biased suggestions
Another weird issue with AI is that it can give you biased responses because of the AI’s training data. For this issue, AI can favor a totally outdated solution that you can’t use in any circumstances. It’s an issue that most AI used to faced for a long time.
iii. Performance issues
AI might slow down its response rate if you continuously input prompts. But, sometimes, you may need to put prompts faster to meet required deadlines, which is why AI is unreliable.
iv. Misleading information
One of the major problems of AI is misleading information, and the worst part is you may unknowingly implement them in your works, resulting in a total collapse of your projects.
v. Privacy
AI is always storing all your conversions and questions to learn from them and give proper responses. It may not feel like a real problem, but what happens when you work on sensitive data? Well, if you have any sensitive data, it’s important to take the necessary measurements.
FAQ
What is AI’s role for coding?
The primary role of AI in coding is to make the code-writing process efficient and perfect for the developers.
Assuming that, we can say AI coding assistants help you write codes, generate codes, answer any coding problems, suggest any additional edits, give content-aware suggestions, and understand different coding environments and languages.
Will AI replace coders?
No, AI can never replace coders or any other creators from different content genres. Well, the future of AI is not actually replacing human workers but cooperating with them and making work more effective.
Human errors like lack of punctuality, hard-to-meet deadlines, or complex working environments can be simplified using AI. It may be a perfect tool for generating codes, but it can provide wrong codes and unreasonable responses.
Only a human developer can fix those mistakes and make the work of coding assistants more usable.
Which programming language is generally used for AI development?
Python programming language is widely used for AI development because of its simple structure and vast libraries like PyTorch, Numpy, TensorFlow, Matplotlib, and TensorFlow. Python also has a great community of developers that can easily help you with any coding problems.
This is why Python is considered the ideal programming language for training and curating AI information.
In which sector AI is mostly used for?
Here are some sectors that AI is mainly used for,
- Healthcare.
- Personal assistant.
- Research and development.
- Predictive analytics for diseases.
- Finance.
- Chatting and communication.
- Administrative processes.
Can you write C++ codes in ChatGPT?
Yep, you can write C++ code snippets in ChatGPT. All you have to do is write a precise prompt for the C++ environment, and the AI will give you perfect coding solutions assistance and solve coding challenges in seconds.
What’s the Best AI Chatbot for Coding? What is your opinion?
So, which one of these AI assistants is worthy to get the title of best AI chatbot for coding?
If you are comfortable having all basic coding answers solved and learning coding concepts, then ChatGPT is enough for you. You can subscribe to version 4, which is pretty great for solving most coding problems.
However, if you are a developer, then you can work on a most advanced Github Copilot; Codacy or CodiumAI are better choices because, along with replying to answers to questions, these tools can generate functional and content-aware coding snippets from scratch.
Finally, if you are concerned about security and code debugging-related issues, then choose Snyk, which is quite good for fixing errors in code. It’s your preference!
Have a lovely day!
Useful post!
Thanks to the author for the detailed answer. I am a beginner developer, do you think relying on AI Chatbot is good for me?
Interesting tools