Do I start Dunn or Gore?

I am starting Larry Johnson, thats a no-brainer. But, I have Warrick Dunn and Frank Gore to choose from for #2. I know Dunn is a workhorse, but he never finds the endzone. On the other hand Gore has been a stud, but the SD defense is solid. Any ideas? I am leaning towards Gore...