To me it is more of HOW to cook it to get a good tasting steak. Over cooking a steak can make it very dry and tough. So start with HOW you like your steak (rare to well done and everything inbetween). It also makes a difference on how you are going to cook it (roast, broiling, grilling or pan broiling). Each cut is going to taste a little different since it comes from different parts of the animal, some people like it all, while others only like certain ones. When you go out to eat and you love the steak, make sure you write down what kind it is so you know what to get when you are buying steak at the grocery store.
When you go out to eat how do you order steak? (Rare, Med-Rare, Med, Med-Well done, Well done) The time for cooking it will vary depending on how you like it.
How are you going to cook it? (Broiling, Grilling or PanBroiling)
My favorite cuts are T-Bone Steak, Tenderloin Steak, Top Sirloin Steak and Boneless Top Loin Steak. Here are how I cook them:
Broiling: (set oven to broil, beef on broiler pan and position pan so the top of the steak is the distant from the broiler as recommended below 'inches from heat')
**T-Bone (@ 1 in think) 3-4 inches from heat; med-rare 4 mins per side, med 7 mins per side
**Tenderloin (@ 1 in think) 2-3 inches from heat; med rare 5 mins per side, med 7 mins per side
**Top Sirloin (3/4-1 in thick) 2-4 inches from heat; med rare 5 mins per side, med 10 mins per side
**Boneless Top Loin (3/4-1 in thick) 2-4 inches from heat; med rare 4 mins per side, med 8 mins per side
Grilling: (heat coals or gas grill to med, spread coals, place beef on the grill the distance from the heat as recommended below)
**T-Bone (@ 1 in think) 3-4 inches from heat; med-rare 5 mins per side, med 7 mins per side
**Tenderloin (@ 1 in think) 2-3 inches from heat; med rare 5 mins per side, med 6 mins per side
**Top Sirloin (3/4-1 in thick) 2-4 inches from heat; med rare 6 mins per side, med 8 mins per side
**Boneless Top Loin (3/4-1 in thick) 2-4 inches from heat; med rare 3 1/2 mins per side, med 6 mins per side
PanBroiling: (use heavy non-stick skillet or coat a reg skillet w/oil or spray, heat for 5 mins on med heat, place beef in skillet and do not add oil or water)
**T-Bone--- does not work as well to panbroil so use the other options
**Tenderloin (3/4-1in thick), med heat; med rare 3 mins per side, med 4 1/2 mins per side
**Top Sirloin (3/4-1 in think), med low - med heat; med rare 5 mins per side, med 6 mins per side
**Boneless Top Loin (1/4 in think), mid high heat; med rare 1 min per side, 1 1/2 mins per side
If you like your steak well done add a 1/2 min to 1 min per side.
Also if you have a meat counter at your grocery store, talk to the butcher or whomever is running the counter, they should be able to explain the cuts, tell you how to cook and be more helpful since you can see what they are talking about.
MOST of the ones you named above are for roasting, the round is another type of steak... there are various types of round and REALLY vary in how to be cooked so you could easily over cook one.