Depends on how fast you want to accelerate. If you want to save your motor & gas, shift early. If you want to go like hell, shift just before the fuel cuts out.
Your GT will rev about 400 over the redline before the fuel cuts out. If your driving normal, I would say about 5,000 RPM is a good place to shift.
I didn't know Celica's came in "midnight blue"?