Why Do You Need to Find an Alternative to Copilot?
by Daniel Carter••6 min read
Many developers used to think that GitHub Copilot was the best AI tool for coding. But over the past few years, more and more developers have been experimenting with new ways to do things. There are a lot of other things to think about besides price.
These reasons will help you make a better choice.
1. Having trouble finishing difficult tasks
Some people, a great many of them, concern themselves with how good big’ol codebase behaves.
As for projects with multiple files Copilot often fails. It has a poor memory of where and how variables were used because its context window is so small. This gets very annoying when you are writing apps with a lot of modules that need to work together.
As an example, Copilot may not always be able to remember — what does each part of a project do or how it should name/infer them if they have been used in multiple files.
2. The model isn't very flexible.
The model you choose is also a limit.
You can only use one AI model with each Copilot. Developers can't use models that are newer or different, like the Claude 3.5 Sonnet model.
This lack of flexibility is probably not good for developers who want to see how their work stacks up against that of other AI models.
3. Concerns regarding privacy and data control
Privacy is very important to a lot of teams.
Some companies and individual developers don't want to send sensitive or private code to cloud-based services. You might not even know where the code is or how to use it.
As rules get stricter all over the world, data sovereignty becomes a big issue.
4. You can only change the workflows a little bit.
Copilot also doesn't do a good job of keeping track of what needs to be done.
Some developers need help fixing bugs in a more advanced way, rewriting a lot of code at once, or figuring out how to do things in steps. Copilot is great for giving you one idea at a time, but it doesn't let you think about the whole project or decide how much work you want to do.
The downside to these limits is that they have stifled developers and made it hard for anyone to come up with new genres ideas. Instead, they are saying
Which AI coding assistant is really right for me and my work style, that respects privacy but doesn't slow me down in short or long term?
This guide will explain the several types of Copilot, including free, paid and open source ones.
Group One: Toolseyond Copilot a cut above
These cost even more and are targeted towards developers who want to work in their projects personally just so that they know better.
Pointer
According to a lot of developers, Cursor is stronger for professional and that effectively the end. CoAI is a complete IDE that leverages AI, not just some simple plugin like Copilot.
The most exciting features of Cursor include:
- The cursor has complete information about what the project's functions, variables and dependencies are.
- Bulk processing of files: developers can input commands in natural language to edit code across front and back-end.
- Quick refactoring: The cursor will let you adjust how big pieces of code are structured with minimum effort.
The good part is you can use Claude, GPT-4 or your bespoke AI models as well….
For projects that are hard or at the business level, it doesn't seem like cursor works like autocomplete. It feels more like working with a programmer who knows how to write code.
Supermaven
People know Supermaven for how fast it works and how long it can remember things.
It works well on big projects where Copilot doesn't always remember old code.
Here are some important things to remember:
- Coming up with ideas quickly can help you code faster.
- A place to store a lot of files for a long time.
- Here are some ways to debug inline while you code.
Supermaven is a great tool for teams that need to quickly and reliably work with old or large codebases.
Group Two: Free Options That Are Useful
Some developers don't want to or need to buy a tool. There are a lot of free options that are good.
Codeium: A Free Tool That Works Great for Everything
Codeium is one of the most popular free options for Copilot.
Here are some of the most important things:
- Real-time code completion for many languages.
- Chat can help you with prompts in natural language.
- You can use it with a lot of IDEs, like JetBrains and VS Code.
- Not everyone has to pay.
- It works well for students, people who do things for fun, and developers who work on their own.
The first Tabnine version
Tabnine has been around for a long time and is all about stability.
With the free version, you get the following:
- The system and performance don't care.
- Processing that starts in your area, which makes it less likely that your privacy will be violated.
- Things that are easy and don't have many surprises.
If you're a programmer who wants something that works well but doesn't have a lot of advanced AI features, Tabnine is a good choice.
Category Three: Free tools that protect your data and let you use it
Some developers care most about privacy and being in charge.
Keep going.dev
Continue.dev is a great free and open-source option instead of Copilot.
It lets developers do the following:
- You can connect to any AI model, even ones that are stored on your computer.
- You don't need the cloud to run code help on your own computer.
- You can change the prompts and workflows to fit your needs.
- Make things with the tools you already have.
It's harder to set up, but it gives you the most freedom and privacy.
To put everything together
It's not just about saving money when you choose a Copilot alternative. The goal is to find an AI coding assistant that works well with your style of work.
Comparison Table: Copilot Alternatives at a Glance
| Tool | Price | Core Advantage | Model Support | Privacy |
|---|---|---|---|---|
| Cursor | Paid | Deep project-wide context, multi-file editing | GPT-4, Claude | Medium |
| Supermaven | Paid | Fast, long context, low-latency | Proprietary models | Medium |
| Codeium | Free | Honest all-rounder | Cloud AI | Medium |
| Tabnine | Free | Lightweight, stable | Local-first & cloud | Medium |
| Continue.dev | Free / Open-source | Full customization, local deployment | Any (cloud or local) | High |
Cursor is a great way to see everything in the project at once.
It all depends on how long Supermaven is and how fast it goes.
There are a lot of free features in Codeium that are helpful.
Tabnine is easy to use and works well.
Go ahead.Dev lets you do what you want without putting your data at risk.
You can pick the best tool for your development work once you know what your top priorities are, such as privacy, speed, cost, or flexibility. An AI assistant can help you get more done, do the same thing less often, and write code that will work better in 2024 and beyond.
Author
Daniel Carter
Productivity Tools Analyst
Daniel tries out free AI tools that help with writing, meetings, notes, and workflows. He focuses on tools that lower subscription costs, make free limits clear, and work well in everyday life, not just marketing screenshots.
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