7 Best AI Coding Assistants to Code Faster in 2022 (Ranked!) – Any Instructor

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As a programmer, you know that coding can be a time-consuming process, and you know that speed is of the essence. Wouldn’t it be great if there was a way to speed up the process and help you work faster and more efficiently?

Thankfully, there are several AI coding assistants out there that can help you do just that!

In this post, we will take a look at 7 of the best AI coding assistants and see what they have to offer.

What Are the Best AI Coding Assistants?

Here are our top picks for the best AI coding assistants:

  1. Kite
  2. GitHub Copilot
  3. Tabnine
  4. Codiga
  5. MutableAI
  6. Cogram
  7. Amazon CodeWhisperer

Keep reading to learn more about each of these AI coding assistants and see why they made our list!

1. Kite


Kite is a free AI-powered coding assistant that saves you time and keystrokes by showing you code examples as you type. It also provides real-time feedback so you can avoid errors and write code more efficiently.

I’ve personally used Kite for programming in Python through a Visual Studio Code Extension!

It was especially helpful in it’s code completions which made my python code cleaner, with an overall improvement to my code quality.

Key Features:

  1. Free
  2. Shows code examples as you type
  3. Can be used within common IDEs
  4. Supports over 16 languages and 16 code editors
  5. Provides real-time feedback



Bottom Line:

Kite is a great free AI-powered coding assistant that can help you code faster and more efficiently. If you’re looking for a free option, Kite is definitely worth checking out!

2. GitHub Copilot


GitHub Copilot is an AI-powered code completion tool that is based on code found on GitHub.

It provides real-time feedback and recommendations so you can avoid errors, and it also offers a number of helpful tutorials.

Key Features:

  • Helps you make changes to your code more easily
  • Includes helpful tutorials
  • Based on code found on GitHub


Monthly Paid Plan: $10

Yearly Paid Plan: $100/year (Best Deal!)

Free Trial: $0

Bottom Line:

GitHub Copilot is a great free AI-powered coding assistant that can help you make changes to your code more easily. If you’re looking for a free option, GitHub Copilot is definitely worth checking out!

3. Tabnine


Tabnine is an AI assistant that’s targeted to software developers like you. Tabnine specializes in full-function AI code completion, which can be pretty useful for efficiently typing in boilerplate code.

Tabnine also learns about your coding habits and patterns over time to fit your needs, so you’ll be coding much more efficiently the more you use it!

It’s also available for the most popular programming languages used by developers worldwide.

Here’s a good video demo of Tabnine in action:

Key Features:

  • Full-function code completion
  • Learns about your coding style and patterns
  • Available for the most popular programming languages
  • Available on many code editors


Pro: $12/month (Best Deal!)

Starter: $0/month

Enterprise: Contact Tabnine sales team

Bottom Line:

Tabnine is a great code completion tool if you require some AI-assisted coding to code faster using full-function code completion.

If you’re fine with getting a paid option for a premium product that learns your coding habits over time, Tabnine is definitely worth checking out!

4. Codiga


Codiga is another coding assistant that’s great for increasing your programming productivity.

The Codiga Coding Assistant provides smart coding assistance while giving you the power to create and share smart code snippets.

This is a great feature if you’re intending to share code among teams!

Key Features:

  • Creating and sharing code snippets among teams
  • Works on many popular developer languages
  • Provides context-based suggestions


The pricing for Codiga is reasonable, with both a free plan and a paid plan for teams.

Basic: Free

Teams: $12/month (Annually), $14/month (Monthly)

Bottom Line:

Codiga is great for smart coding assistance and for sharing code snippets among your team!

If you’re looking to collaborate efficiently through the use of code completion, then Codiga is for you.

5. MutableAI


MutableAI is another great option for developers who use boilerplate code often and would like them to be autocompleted.

Powered by AI, MutableAI can complete your code using just natural language. With

One feature I really love about MutableAI is the ability to clean up code and organize them into groups!

Key Features:

  • Write code using natural language
  • Cleans organizes code into groups
  • Runs on Jupyter, VS Code, and GitHub


Individual Plan: Free

Business Plan: $30/month per seat (Best deal!)

Enterprise Plan: Contact MutableAI sales team on their website

Bottom Line:

MutableAI is perfect for programmers who prefer a high-level style of programming using natural language. Its Automatic Code Organization feature is a real-time-saver too!

If you’re looking for a tool to help you clean up and organize your code, MutableAI is definitely worth checking out!

6. Cogram


Cogram is a Structured Query Language (SQL) code generation tool designed for data professionals. Cogram allows you to generate relevant SQL query code using natural language through the use of a natural language interface.

Built with an interface of a SQL code editor, Cogram has a familiar SQL environment that’s perfect for data scientists and data analysts.

Through AI-assisted coding, Cogram enables you to code faster than writing manually.

Key Features:

  • Designed specifically for data scientists and data analysts
  • Has support for all major databases (SQLite, PostgreSQL, Amazon Redshift)
  • Requires zero knowledge of SQL to generate code (only natural language is required)


Enterprise: Book a demo with Cogram’s sales team on their website

Bottom Line:

Cogram’s zero SQL knowledge AI-assisted coding is a must-have for data analysts who run SQL queries often and would like to write code faster.

The SQL queries written by Cogram are not just correct, but also output better code compared to manual coding.

However, Cogram’s artificial intelligence tool is not 100% right and you might still need to debug data.

7. Amazon CodeWhisperer


If you’re looking to build applications fast, you can try out Amazon CodeWhisperer.

Amazon CodeWhisperer is an ML-powered tool that can make intelligent code completions. All you need to do is provide some code and comments and Amazon CodeWhisperer will do the rest!

The best part about Amazon CodeWhisperer is that there are integrations across AWS applications directly into to your integrated development environment (IDE).

Key Features:

  • Developed by Amazon
  • Integration with Amazon Web Services (AWS)
  • Integrated within your IDE


Amazon CodeWhisperer is currently for preview only. You can join their waitlist to get a chance to try it out.

Bottom Line:

Amazon CodeWhisperer enables you to code faster and create application within a shorter period of time. This AI-powered code assistant will improve your overall workflow across all applications within AWS too!

If you’re within the AWS ecosystem, I’d highly recommend giving it a try! However, I would only recommend this for advanced data sci

Related Questions

What are AI coding assistants?

An AI coding assistant is a tool that helps programmers code faster by providing suggestions or autocompleting code through artificial intelligence. Some of the best AI coding assistants include GitHub Copilot, Kite, Tabnine and MutableAI.

What is the best AI coding assistant?

The best AI coding assistant overall is Tabnine. Tabnine helps programmers code faster by providing context-based suggestions to complete code through artificial intelligence. It also allows the sharing of smart code snippets among teams.

What are the best AI code generators?

Tabnine, GitHub Copilot, Codiga, and Kite are the best AI code generators. They are the most popular code generators with support for many programming languages and IDEs used by developers.

Are AI coders better than human coders?

AI coders are not better than human coders. Although AI coders are able to write code faster and more accurately than human coders, they require human proofreading. Human coders can understand the context and meaning of code better than AI as well.

Are AI coding assistants worth it?

AI coding assistants are worth it. AI coding assistants can help developers code faster while improving code quality. Time-consuming and repetitive programming of boilerplate code can be cut down to speed up the development process.

Is there a downside to using AI coding assistants?

There is a downside to using AI coding assistants and that is you might become reliant on them. Over time, you might find it difficult to code without the assistance of an AI tool. Another downside is that AI tools are not 100% accurate and you might still need to debug your code.

Is there an AI that can code?

There is no AI that can write code as of now. However, there are AI coding assistants that can provide suggestions or autocomplete code for you.

Can AI write code itself?

AI can write code themselves. There are currently no AI programs that can code independently without human proofreading. However, AI coding assistants are intelligent enough to complete code and understand natural language to write functions for programmers.


These are our top picks for the best AI coding assistants. Keep these helpful code completion tools in mind the next time you’re feeling bogged down by a project!

I hope these AI coding assistants would help in improving your coding efficiency!

Thanks for reading!

My Favorite Learning Resources:

Here are some of the learning resources I’ve personally found to be useful as a data analyst and I hope you find them useful too!

These may contain affiliate links and I earn a commission from them if you use them.

However, I’d honestly recommend them to my juniors, friends, or even my family!

My Recommended Learning Platforms!

Learning Platform What’s Good About the Platform?
1 Coursera Certificates are offered by popular learning institutes and companies like Google & IBM
2 DataCamp Comes with an integrated coding platform, great for beginners! (DataCamp Free Access Week is here! Get DataCamp for free till 07/24 + Get 60% off all subscriptions from 07/25 onwards)
3 Pluralsight Strong focus on data skills, taught by industry experts
4 Stratascratch Learn faster by doing real interview coding practices for data science

My Recommended Online Courses + Books!

To see all of my most up-to-date recommendations, check out this resource I’ve put together for you here.

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