Hi all, We’re setting up a self-hosted LLM for coding, and Julia is our primary language. The usual benchmarks (SWE-bench, Aider) barely cover Julia, so published scores don’t help much. I assume that a lot of the fellows here are using such models and I’m not hte first one, so it’d be great to he…

Thank you! I’ll have a look now

My theory is that if an LLM is too dumb to abstract across the relatively minor differences between synatx and semantics in different programming languages, it’s going to be completely hopeless at abstracting across the various application domains that these languages are used in. Julia code is jus…

Which open-weight LLMs are best at Julia coding?

General Usage

starsfordummies August 20, 2026, 8:16am 2

hi, just a couple days ago there was discussion in this thread which seems pretty much what you’re interested in

Topic		Replies	Views
A new LLM benchmark for Julia programming Tooling ai	3	989	June 12, 2026
Julia is really powerful with LLMs General Usage llm	0	614	August 12, 2024
ArtificialAnalysis benchmarks: Major LLMs are roughly equivalent in most aspects, but Claude rules in Julia knowledge General Usage	13	614	August 21, 2026
Julia ranking fairly good in code generating using ChatGPT Community	3	1554	November 19, 2023
New paper on the effects of AI coding assistants on programming language diversity Community	3	589	October 2, 2025

Which open-weight LLMs are best at Julia coding?

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