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This is the final nail in the coffin for "Julia as a replacement for Python" in my eyes. Maybe I'm very late to that conclusion, maybe the writing's been on the wall for a while, but I still held out hope that Julia could be at least a parallel peer to Python sharing the market.

But now, it seems almost certain that Julia will end up a possible replacement-for-Matlab niche language, unknown and unused by most outside the niche. It's a pretty big and important niche, to be sure, but a bit disappointing given how nice the language is.



Predicting language ecosystem development is difficult, especially if its about the future. It does feel that Julia may have missed its window of opportunity. But maybe not.

On the one hand Python's mindshare has been growing exponentially, riding on successive waves of data science, machine learning, deep learning, AI and now AGI hypes. NB: The two hypes it did not benefit from (for obvious reasons) are big data and crypto/blockchain. Given, though, Python's heavy historical baggage, you could think that eventually gravity would re-assert itself - with a potential crash landing.

So in a sense, if the mojo project succeeds becoming a very broad based renewal effort (a Python 4 thing) that fixes some of Python's limitations, it will lock-in Python's current amazing popularity. If not, then the field is still open for a challenger and Julia could well be that.

The broader technology space feels very febrile right now. Lots of talk, much less walk. The winners will be simply those who deliver tangible "next-gen" experiences to developers and end-users.


Julia is doing alright, https://juliahub.com/case-studies/


Alright most likely isn't going to cut it when Python gets even more entrenched.


Depends on how much people like to write C.


Or, if the polars library is any indication, Rust.




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