> Can you elaborate on the reliability part? What I meant by reliability is personal. The stuff I learned when reading and experimenting with Nim in one day su

> Can you elaborate on the reliability part? What I meant by reliability is personal. The stuff I learned when reading and experimenting with Nim in one day sufficed to do practical things in my daily work. Any new information was found easily and I could keep developing (vs. some years ago when I was learning Haskell, after the first joy with the "cleanness" of the syntax, the systems programming part down the road became a bear. I had to go through yet another learning curve to digest that). May be reliability is not the word, but its just that Nim didn't let me down even though only a very limited time was invested to learn it for my purposes. > Python has a much richer set of libraries, testing utilities .. Yes indeed. If an off-the-shelf numpy package sufficed I would have stuck with it. For recent numerical work (this is where I tried Nim first, graph theory, matrices where you have observed non-standard sparseness, ie. not a Toepiltz kind "standard" sparseness, and these you use to your advantage by coding it yourself). Even if I find an exactly needed package from the community, I have to read the sources to know how it is coded. Subtle details in implementation cannot be fathomed from verbal documentation as it impacts rate of convergence, memory consumption etc. or perhaps a bug your use case uncovered! So during prototyping and validation you use python or whatever to help with the exploring, test cases etc. Once you know exactly how you need to structure the algorithms, I code With Nim and I will know exactly whats in it. Nim coding has been easy, and the performance unusually good. > with a huge family of tools (pip, conda, pipenv, virtualenv, etc.) In my point of view, I'd rather not carry these many things to develop and deploy to maintain and manage processes at many distributed sites. On my local machine, yes. The initial development install of Nim anywhere (takes 3 minutes, no admin) has all the tools for the build, unit test, package, integration test, and you can run compiled binary anywhere, on systems supporting just the key data/network dependencies that the application demands...traveling light.