[danuker]

I am not so sure it's worth it. In general, developer time is much more valuable than machine time.

Maybe if you're building a large high-performance server, you should invest in performance. But otherwise, if you only look at at computational complexity, and batch up/avoid I/O when possible, you're fine.

[lowbloodsugar]

I grew up with BASIC and made it to Java by way of assembly, C, C++ and C#. This year I put some Rust into production tooling. I've used python along the way, but usually as a scripting tool. I've never worked at a company whose codebase involves a lot of python. So beware of confirmation bias in my thinking.

What follows is my opinion, I am aware it is my opinion, but in my sphere of influence, it is not up for debate when it comes to writing code. It might occasionally be a conversation over lunch.

I put python in the same bucket as BASIC. It's not a production language. "developer time is much more valuable than machine time." Yes. Absolutely. Iteration speed is vital. But it is vital in more than just the test loop. It is important in the "minor refactoring of various classes" up to the "major refactoring of entire systems" loop too. And python just doesn't make that easy. It actively makes it difficult. It makes comprehension difficult. It's difficult to look at python code in a code-review and have a good idea of what the classes involved are. I don't even write scripts in it any more. I've found that any script that is worth writing is likely to grow and evolve over time, and if it is not written in something like C# or Java, then it will become an intolerable mess. I've seen entire organizations that are basically cargo culting.

I encourage you to learn a statically typed language and its tooling.

[yCombLinks]

All of the benefits of static typing save a ton of developer time in other places. No one is talking about saving machine time as the primary benefit of static typing.

[gmueckl]

Static typing in .NET saves developer time on a massive scale. Sure, the compile times and startup times may be longer (and tests may take longer to run for that reason), but the languages also allow for editor/IDE tooling that boosts developer productivity massively. Visual Studio with Resharper or Rider may seem expensive, but if you work with these tools full time, they pay for their cost multiple times over in almost no time.

[hakanderyal]

For me, runtime performance is only a tiny percent of the advantages. It could have been slower than Python, I would still make the switch.