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Vim
Notepad++
Node.js
Microsoft Visual Studio
GitHub
IntelliJ IDEA
Build and debug modern web and cloud applications, by Microsoft

Codio
GitHub Classroom
Moodle
Automated grading of programming labs for university courses

Which is more popular?
Based on our record, VS Code seems to be more popular. It has been mentioned 1221 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | code.visualstudio.com | autolabsuite.com |
| Pricing | ||
| Platforms | — | |
| Company | Startup from the United States | Startup from Belarus · 1 - 9 employees |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of VS Code yet.
Students submit lab work as GitHub or GitLab pull requests. AutoLabSuite runs the automated checks, applies the course rubric, and hands the teacher a prepared grade with the evidence behind it. The final decision stays with the teacher. Grading criteria are stored as a file in the course...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of AutoLabSuite yet.
Walkthroughs and reviews on video.
My New Favorite Text Editor - Visual Studio Code
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing VS Code and AutoLabSuite.
AutoLabSuite's answer:
AutoLabSuite's answer:
The work stays where the department already keeps it. Students submit through a merge request in the university's own GitLab, or on GitHub. We do not bring our own code hosting.
The criteria are readable before the work starts. They live as a file in the course repository, so a student sees the same rubric the grader applies, and any change to it shows up in the history.
A confirmed grade does not move on its own. Edit the rubric mid-semester if you need to; work that was already graded is not recalculated. Changing a grade is a deliberate act by the teacher, it requires a reason, and it is logged.
AutoLabSuite's answer:
AutoLabSuite's answer:
Departments that teach programming and collect code from students. Most of the load falls on the lecturer grading lab work every week, so that is who the interface is built around. A department already keeping coursework on GitHub or its own GitLab does not have to move anything.
AutoLabSuite's answer:
I teach at Brest State Technical University: web technologies, distributed systems and cloud technologies, language processes of intelligent systems.
My problem was never that grading is dull. It was that a better lab costs more to grade. Every time I made a task harder or more interesting, the time to check one submission went up with it. Twenty minutes was the good case. An hour was normal. With around 500 lab submissions and 50 coursework projects in a semester, that arithmetic quietly decides what you are allowed to assign, and I was giving out easier labs than I wanted to.
In the autumn of 2025 the courses moved to GitHub. Not to build a product. Students have to learn pull requests anyway, the mechanism already exists, and it is better than anything I would invent in its place. A submission became a pull request, and the history of a work finally sat in one place.
The automation came after that. A lab now takes one to three minutes to check. That did not buy me free evenings. It let me raise the difficulty of the labs without paying for it in grading time, which was the point from the very beginning.
AutoLabSuite's answer:
Python, FastAPI, PostgreSQL, Alembic, Next.js, TypeScript, React, Playwright, Docker. Sign-in through OIDC, tested against Keycloak.
Share your experience with using VS Code and AutoLabSuite. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


If you're a Windows DBA who mainly manages servers, SSMS is still hard to beat. SQL Server Data Tools makes the most sense for teams building database projects in Visual Studio, Visual Studio Code with the MSSQL...
Visual Studio Code, commonly known as VS Code, is a powerful and extensible code editor developed by Microsoft. With its rich ecosystem of extensions and features like IntelliSense, debugging, and Git integration, VS...
Finally, the Visual Studio Code website has numerous tabs for you to learn about the software. The documentation page walks you through steps like the setup and working with different languages. You’re also able to...
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Recommendations tracked on public social media and blogs since March 2021.


VS Code is where I do most of my work, but whenever I needed to properly review a PDF, I kept switching to another app just to highlight a passage, leave a comment, or sign a document. - Source: dev.to / about 5 hours ago
Your editor of choice works fine here. VS Code with the TypeScript extension catches type errors early, and WebStorm and Sublime Text are solid alternatives. Install jq if you want to inspect API responses from the terminal without... - Source: dev.to / 1 day ago
Download VS Code from code.visualstudio.com, unzip it, and drag it into Applications. Running it from the Downloads folder causes update problems later. - Source: dev.to / 12 days ago
Tracking AutoLabSuite since Aug 2026.
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