
MATLAB
Python
GNU Octave
Rust
Wolfram Mathematica
Scilab
Clojure
Julia is a sophisticated programming language designed especially for numerical computing with specializations in analysis and computational science. It is also efficient for web use, general programming, and can be used as a specification language.

VS Code
Cursor
Sublime Text
Windsurf Editor
Notepad++
VSCodium
Claude Code
Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

Which is more popular?
Julia might be a bit more popular than Zed. We know about 132 links to it since March 2021 and only 103 links to Zed.
Website, pricing, platforms and company facts side by side.
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| Website | julialang.org | zed.dev |
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In their own words, as submitted to SaaSHub.


We recommend LibHunt Julia for discovery and comparisons of trending Julia projects.
No description of Zed yet.
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
{"data_science" => "Data scientists who require a fast and flexible language for data manipulation and analysis.", "machine_learning" => "Developers looking to implement machine learning models that benefit from Julia's performance.", "numerical_analysis" => "Engineers and analysts conducting numerical analysis that demands high computational efficiency.", "scientific_computing" => "Researchers and scientists working on mathematical, statistical, and computational problems."}
Overall verdict
Why this product is good
Recommended for
Developers looking for a collaborative and fast code editor with a modern interface would benefit from using Zed. It is especially suited for teams that require real-time collaboration capabilities.
Walkthroughs and reviews on video.
Julie & Julia Movie Review: Beyond The Trailer
More videos
Zed “kills” VSCode
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How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Julia and Zed. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Julia is capable of direct calling C and Fortran libraries. You can create scripts in interactive mode (REPL) and by using its embedding API you can use Julia with other programming languages easily.
Julia 1.0 became available in 2018, nine years after work began on the language; the latest version is 1.6, released in March 2021. The documentation for Julia notes that, because its compiler differs from the...
Talking about its capability, Julia can load multidimensional datasets and can perform various actions on them with total ease. Julia has over 13 million downloads as of today. It’s the proof of its flexibility
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Recommendations tracked on public social media and blogs since March 2021.


"Julia programs automatically compile to efficient native code via LLVM" ( https://julialang.org/ ) Have a nice day =3. - Source: Hacker News / about 2 months ago
This post documents a reproducible analysis of CASEN 2024 in Julia, with cross-validation of official public figures against BIDAT and good traceability of the flow in the repo. - Source: dev.to / 2 months ago
If you're looking for a language that aims to solve the "two-language problem" like Mojo, but want something more open, more mature and less influenced by VC funding, check out Julia: https://julialang.org/. - Source: Hacker News / 6 months ago
If you haven't heard of Zed, it's a free, open-source code editor built in Rust. It's designed to be fast, lightweight, and collaborative, with AI features built into the development environment. - Source: dev.to / 2 days ago
Which I believe GPUI is the same framework that Zed (the editor)[0] is using [0]: http://zed.dev/. - Source: Hacker News / 5 days ago
For desktop outside macOS, we'd go with GPUI, the UI framework the Zed team built for their editor. GPUI draws its own UI on the GPU instead of using the operating system's toolkit, compiles to a native binary, and integrates with each... - Source: dev.to / 6 days ago
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The AI-first Code Editor. Build software faster in an editor designed for pair-programming with AI.
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GNU Octave is a programming language for scientific computing.
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Sublime Text is a sophisticated text editor for code, html and prose - any kind of text file. You'll love the slick user interface and extraordinary features. Fully customizable with macros, and syntax highlighting for most major languages.
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