I just installed on my windows system to have a look : IMPRESSIVE !!!
My reaction was exactly the same when I first used dt a year ago. I had to learn how to set up a VM for Linux Mint just for that one purpose: to try the application people were so enthusiastic about. It's great that dt developers decided to support Windows, because having to abandon the whole photography software ecosystem for just one application is not an easy decision. Now darktable can co-exist with the other applications I like to use.
Color control seems great. Supported gear (lenses, bodies) seems quite extensive.
And as far as I get it, most tools can be applied with parametric masks, and masks defined in a toolbox can be reused within another toolbox.
Yes, it's really comparable with what you can do parametrically in Ps (!), and you have access not only to RGB channels but also to Lab, HSV, LCh... (without having to convert to those modes!).
Very powerful IMO : it gives me lust to investigate further but...
... the learning curve seem very steep

Any easy tutorial to start with ? DT seems incredibly powerful but it is very highly technical.
See
my post from a different thread (the old link to previous manual doesn't work, so
here's the current one).
Here's an additional, easy intro to dt by Shane Milton, and here's a
small playlist from Julien Pons.
I'm still looking how to build a simple starting point preset that could be applied during import with a) autoexposure based on highlights b) auto levels c) contrast and vibrance enhanced.
The one Auto-button is not there (Exposure and Levels modules, however, do have an auto functionality) -- you pay for that functionality in applications like Lr, C1 or DxO. Having said that, it's pretty easy to establish your favourite starting point with a
style, once you get to know the program. It all starts from your favourite ICC input colour profile -- I designed mine by means of DCamProf. That's the difficult part, but it's much easier with an application like Lumariver (see my
previous post on this). Once you get past this hurdle, it's as easy to establish your processing style as in any commercial application.
If you ask me, the Auto button is great when you're starting out with an application, or if you work with a large number of files at the same time on a regular basis. But there's a price for all the behind-the-scene magic: you get to face things like
camera profile hue twists, occasional chroma artifacts in highlights (when the auto clipping reconstruction gets it wrong), etc.
Besides, it lags on my i5 (3.6GHz) + 16GB and a Radeon R9 3Gb + SSD. Is it because of the Windows thing ?
The speed is good/comparable here when I use dt with Win8.1 or Linux Mint Cinnamon 18.3 (and that's on a system without a separate graphics card, just the integrated one). For speed issues you could
look here.