Julia
The Julia Programming Language observed · 2026-10-19
Health v2 · maintenance only
100/100
- Activity 100
- Release rhythm 99
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 24
- age_days: 5661
- days_rel: 5
- days_push: 2
- n_releases_24m: 26
Adoption not part of the score
49218 stars · 5984 forks observed · 2026-10-19
What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.97
Julia is a high-level, high-performance dynamic programming language designed for technical and scientific computing. It combines the ease of a scripting language with the speed of compiled languages via JIT compilation using LLVM.
Use cases
- perform large-scale numerical simulations with near‑C performance
- prototype and develop machine‑learning models interactively
- run data‑analysis pipelines that require both speed and flexibility
- implement scientific algorithms that benefit from multiple dispatch
- build reproducible research environments across different operating systems
When to choose
- You need a language that offers both high performance and rapid development for scientific or numerical workloads.
- Your project relies heavily on multiple dispatch or generic programming paradigms.
- You want a unified ecosystem with a built‑in package manager and easy environment reproducibility.
When to avoid
- Your team is tied to ecosystems that only support more established languages like Python, R, or MATLAB.
- You require extensive legacy library support that is not yet available in Julia.
- You need tight integration with platforms that lack Julia tooling or runtime support.
Facets
application · maturity active
programming-language compiler interpreter data-science programming-languages windows cross-platform high-performance multiple-dispatch jit llvm dynamic-typing package-manager reproducible-environments scientific-computing linux macos
10 sources
- readme: https://github.com/JuliaLang/julia · fetched 2026-10-19 · 1bc2548332d2
- homepage: https://julialang.org/ · fetched 2026-09-14 · 565e997c312b
- site_page: https://docs.julialang.org · fetched 2026-09-14 · 44136fa355b3
- site_page: https://julialang.org/install · fetched 2026-09-14 · 7b281afa737d
- site_page: https://docs.julialang.org/en/v1 · fetched 2026-09-14 · 134a883dc11e
- site_page: https://julialang.org/learning/getting-started · fetched 2026-09-14 · d6d6eacf5603
- site_page: https://docs.julialang.org/en/v1/manual/faq · fetched 2026-09-14 · 382b72cd0313
- site_page: https://julialang.org/about/help · fetched 2026-09-14 · 16ab1ca73d4c
- registry_crates: https://crates.io/api/v1/crates/juliaup · fetched 2026-09-14 · b5b71d0f34e1
- site_page: https://julialang.org/project · fetched 2026-09-14 · 7c4a65ba1e48
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| JuliaLang/julia | main | 100 |
| JuliaLang/juliaup | mirror | 100 |
For agents
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem