I installed this tune on my 2021 IS300 AWD (base) along with the carbon intake tube. Installation was easy/straight-forward. Download software and drivers, receive tune via email from RR-Racing, and follow the instructions. Made sure my battery was fully charged and kept it on a battery tender during the process. Torque curve feels linear all the way up to redline. Acceleration no longer falls flat after 4500 rpm. Shift points now at 6800 rpm in first 3 gears (standard driving mode/not using paddles or shifter "M" mode). Fuel economy has not changed. I'm completely satisfied with the tune. I'd highly recommend it to anyone with an IS300 AWD with 2GR-FKS.