Now, there's an important piece of information for us to add to your shopping list.
What kind of trailer are you planning to pull the dog in?
Is is compatible with the bikes you are considering?
Steel is definitely a good way to go if you are planning to pull a big dog in a trailer.
(I have a Croozer dog trailer. I'm pretty pleased with it.)