Being as you put your question in the 'Framebuilding' section you KNOW you're gonna get pretty much all 'Pro-steel' answers. I think you already know what you want - To stick with steel.

I ONLY ride steel on my roadie and my track/fix. I've had an aluminium bike and ridden (but not owned) carbon fibre - I definitely prefer steel. Its all personal choice.