Here's Forbes ranking based on amount spent on new construction starts from Jan-May of 2013:
Top 20 US Cities With The Most New Construction
City - Construction Starts - Change from 2012
1. New York - $8.5 billion - 16% Change
2. Dallas - $5.2 billion - 21% change
3. Houston - $4.8 billion - 8% change
4. Washington - $4.6 billion - 23% change
5. Atlanta - $3.6 billion - 80% change
6. LA - $3.2 billion -
-4% change
7. Miami - $2.8 billion - 36% change
8. Phoenix - $2.6 billion - 8% change
9. Boston - $2.6 billion - 28% change
10. Chicago - $2.4 billion -
-5% change
11. Denver - $2.2 billion - 15%
12. Orlando - $2.2 billion - 57%
13. Seattle - $2.1 billion - 25%
14. San Francisco - $2 billion - 15%
15. Austin - $1.8 billion - 33%
16. Tampa - $1.7 billion - 50%
17. Baltimore - $1.6 billion - 41%
18. San Jose - $1.6 billion - 63%
19. Nashville - $1.5 billion - 51%
20. Philadelphia - $1.5 billion -
-20%