Here are five AI-powered coding assistants similar to ChatGPT:
- GitHub Copilot
- Amazon CodeWhisperer
- TabNine
- Replit Ghostwriter
Artificial Intelligence (AI) has been making significant strides in various industries, and the world of coding is no exception. AI-powered tools like ChatGPT have been transforming the way developers work, making their tasks more efficient and streamlined.
In this article, we will explore the top 4 AI tools similar to ChatGPT that are revolutionizing coding. Whether you are a novice learning to code or an expert developer, these AI pair programmers, coding assistants, and chatbots can enhance your productivity.
How AI Tools Are Transforming Coding?
AI coding tools offer many benefits:
- Code generation – Get context-based code snippets in different programming languages.
- Code completion – Autocomplete lines and segments of code by predicting next steps.
- Code optimization – Detect bugs, inconsistencies to improve code performance.
- Debugging assistance – Analyze logic and explain code functionality.
- Documentation – Create tutorials, explanations, and examples for code.
- Personalized learning – Get tailored feedback and coding suggestions.
- Idea generation – Brainstorm solutions for coding problems.
- Collaboration – Provide a platform to discuss and share code.
Top 4 AI Tools Like ChatGPT for Coding
Here are the top 4 AI-powered tools that can make you a more productive programmer.
1. GitHub Copilot
what is GitHub Copilot?
GitHub Copilot is an artificial intelligence-powered programming assistant designed to help developers write better code faster.
It works by suggesting complete lines and entire functions based on the existing code context, comments, and natural language prompts provided by the developer.
Copilot is developed by GitHub in collaboration with OpenAI and utilizes Codex, an AI system trained on billions of lines of public code.
It provides real-time suggestions and autocompletions as you type in the editor. These AI-generated recommendations allow you to focus on the bigger picture and core logic instead of worrying about minute syntax details.
Some of the key capabilities of GitHub Copilot include intelligent code completion, error detection, multilingual support, and context-aware recommendations.
It aims to boost developer productivity, reduce simple coding errors, encourage collaboration, and make programming more accessible.
While still an assistive tool requiring human oversight, GitHub Copilot demonstrates the potential of AI to fundamentally transform software development.
It points to an emerging paradigm of programmers partnering with AI to devise solutions faster, augment their abilities, and create better quality code.
Developed by GitHub and OpenAI, Copilot is an AI pair programmer that generates code as you type. It supports multiple languages and provides context-aware suggestions.
How to login | Sign Up In GitHub Copilot?
step 1: Go to Github.com and create new account
step 2: Sign in to GitHub
step3: click on your Profile icon in top right corner then click on Copilot
Price of GitHub Copilot
Here is a price table for GitHub Copilot:
| Subscription Type | Price | Eligibility |
|---|---|---|
| GitHub Copilot for Individuals | $10/month or $100/year | General users |
| GitHub Copilot for Business | $19/user/month | Organization or enterprise accounts |
| Free for Students | Free | Verified students with GitHub Student Developer Pack |
| Free for Teachers | Free | Verified teachers within the GitHub Global Campus Program |
| Free for Open Source Maintainers | Free | Maintainers of popular open-source repositories on GitHub |
GitHub Copilot offers a 30-day trial for new users. If you do not cancel the trial before the end of the 30 days, the trial will automatically convert to a paid subscription
2. Amazon CodeWhisperer
what is Amazon CodeWhisperer?
Amazon CodeWhisperer is an AI-powered coding assistant that provides real-time code suggestions and completions to help developers improve their productivity. The tool is optimized to generate secure, high-quality code optimized for AWS services.
It utilizes machine learning models trained on billions of lines of code to generate code in multiple programming languages based on developer context and comments.
At its core, CodeWhisperer taps into Amazon’s vast knowledge graph of code drawn from internal repositories as well as open source libraries. It can recommend entire functions, classes, and libraries in addition to single line completions.
Key capabilities of CodeWhisperer include intelligent autocompletion, contextual recommendations, and integration with popular IDEs like VS Code and PyCharm.
It allows developers to focus on business logic rather than syntax details. The AI assistant continuously learns from new code context to improve its suggestions over time.
CodeWhisperer demonstrates how AI can augment human developers by automating routine coding tasks. By pairing machine learning with human oversight, it aims to boost developer productivity, reduce errors, and improve overall code quality.
CodeWhisperer points to an emerging model of programmers leveraging AI to create better software faster.
How to login | Sign Up In Amazon CodeWhisperer?
step 1: Go to Amazon CodeWhisperer then click on Create an AWS Account in top right corner.
Step 2: Enter your email and choose a name for your account. Click on “verify email address,” then check your email inbox and complete your sign-up.
Step 3: Check your inbox, copy and paste your Verification Code. Then Click on “verify“. if you didn’t get your code check spam folder.
Step 4: Add strong password and click on “Continue“.
Step 5: Add your Address info and phone number click on “Continue“.
Step 6: Add your Bank Card information, then click on “Continue“.
Step 7: Add your mobile number, then click on “Continue“.
Step 8: Enter received code and finish.
Price of Amazon CodeWhisperer
| Tier | Services | Price |
|---|---|---|
| Individual | Authentication: AWS Builder ID Code generation languages supported: All Reference Tracking: Yes Code Security Scans: 50/user/month Organizational license management: No Organizational policy management: No | FREE |
| Professional | Authentication: AWS IAM Identity Center (previously AWS SSO) Code generation languages supported: All Reference Tracking: Yes Code Security Scans: 500/user/month Organizational license management: Yes Organizational policy management: Yes | $19/user/month |
3. Tabnine
what is Tabnine?
Tabnine is an AI-powered autocompletion tool that provides intelligent code suggestions in real-time to boost developer productivity. It integrates with popular IDEs like VS Code and uses advanced machine learning trained on billions of lines of code to understand programming context and patterns.
Key features of Tabnine include versatile autocompletion across dozens of languages like Python, JavaScript, Java, and more, integration with popular IDEs such as VS Code and IntelliJ, and a user-friendly interface that does not interrupt workflow.
It draws context from comments, variable names, and code structure to provide relevant recommendations. The assistant continuously improves its suggestions based on new code.
Tabnine aims to reduce repetitive coding tasks and unnecessary syntax searches. By automating rote coding, it allows developers to focus on complex programming logic and building innovative solutions.
The tool emphasizes privacy protection and does not access or train models on user code. Overall, Tabnine demonstrates how AI can work symbiotically with human programmers to boost productivity and enjoyment of software development.
How to login | Sign Up In Tabnine?
step 1: Go to tabnine.com then click on “Signin” in top right corner.
step 2: Click on Sing up for create a New account, you can also login with your GitHub, Microsoft or Gmail account.
step 3: Add Tabnine to your IDE.
Tabnine supported languages, libraries & frameworks
| Programming Language | Description |
|---|---|
| Python | General-purpose, high-level language |
| JavaScript | Web scripting language |
| Java | Object-oriented language for enterprise applications |
| C++ | General-purpose, extension of C language |
| C# | Microsoft’s object-oriented language |
| Ruby | Dynamic, reflective language |
| Swift | Apple’s language for iOS/macOS development |
| Go (Golang) | Developed by Google for systems programming |
| PHP | Server-side scripting language |
| TypeScript | Superset of JavaScript with type annotations |
| Rust | Systems programming language with memory safety |
| Kotlin | Modern language for Android development |
| Dart | Developed by Google for building web and mobile apps |
| R | Language for data analysis and statistics |
| MATLAB | High-level language for numerical computing |
| Perl | General-purpose scripting language |
| Scala | Combines object-oriented and functional programming |
| Swift | Apple’s language for iOS/macOS development |
| Lua | Lightweight scripting language |
| SQL | Language for managing relational databases |
| HTML/CSS | Markup and styling languages for web development |
| Assembly Language | Low-level language for specific hardware |
| Fortran | Scientific and engineering computing language |
| Lisp | List-processing language with symbolic computing |
Price of Tabnine
| Starter | Pro | Enterprise | |
|---|---|---|---|
| Plan Type | Basic code completion | For professional developers and smaller teams | For enterprise-level security, control, and customization |
| Users | 1 user | Up to 100 users | Unlimited users |
| Pricing | $0 Month | $12 Month Per user | Let’s talk |
| Main Features |
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4. Replit Ghostwriter
what is Replit Ghostwriter?
Replit Ghostwriter is an AI coding assistant that provides autocompletion, code generation, documentation, and explanation features to help developers write better code faster across languages like JavaScript, Python, and Java.
Ghostwriter aims to boost developer velocity, encourage collaboration, reduce simple errors, and make programming more accessible to everyone. The tool also has educational applications helping programmers learn new concepts faster.
While still requiring human oversight, Ghostwriter demonstrates how AI can work symbiotically with developers as a “copilot” – automating mundane coding tasks so programmers can focus on core logic and innovation. Replit Ghostwriter provides a glimpse into the future of augmented and intuitive programming.
How to login | Sign Up In Replit Ghostwriter?
step 1: Go to replit.com then click on “Sign in” or “Sign up” in top right corner.
step 2: Login with your GitHub or Gmail account. Click on “Continue with email” to create a New account with other email account.
Price of Replit Ghostwriter
| Plan | Price/Month | Workspace | Compute Units | Outbound Data (Dev) | Account Storage | Boosted Repl | SSH Access |
|---|---|---|---|---|---|---|---|
| Free | $0 | 0.5 GiB, 0.5 vCPUs | – | 10 GiB | 10 GiB | – | – |
| Hacker | $7 | 2 GiB, 2 vCPUs | 3 million | 50 GiB | 20 GiB | One Boosted | Available |
| Pro | $20 | 4 GiB, 4 vCPUs | 6 million | 100 GiB | 50 GiB | One Boosted | Available |
comparison table of AI tools like ChatGPT for coding
| Tool Name | Developer/Company | Key Features |
|---|---|---|
| GitHub Copilot | GitHub/OpenAI | Code generation, code completion, multilingual capability, context-aware suggestions |
| Amazon CodeWhisperer | Amazon | Code generation, code optimization, IDE integration, multiple language support |
| Tabnine | Codota | Code completion, machine learning algorithms, multiple language support |
| Replit Ghostwriter | Replit | Code generation, code completion, debugging assistance, multiple language support |
Please note that some of these tools may have overlapping features, and it’s essential to explore each tool’s capabilities to determine which one best suits your coding needs.
Frequently Asked Questions
Can AI really write code?
Yes, AI tools like ChatGPT can generate code in multiple programming languages based on natural language prompts and context. Some are trained on vast datasets of open-source code.
How accurate is the code?
The code quality varies across tools. Overall accuracy and capabilities are rapidly improving as AI models are trained on more data. But human oversight is still required.
Does AI replace programmers?
No, AI augments programmers by automating simple coding tasks. But human programmers are still needed for complex problem-solving, innovation, and oversight.
Is AI-generated code secure?
There are potential risks with AI-generated code like bugs and vulnerabilities. Always review and test code thoroughly for security and accuracy.
How easy is it to use AI coding tools?
Most integrate seamlessly into IDEs and offer intuitive interfaces. Some are conversational assistants that generate code from natural language prompts.
Last modified: September 24, 2023
