In the end I took the KMM-357SD, very little difference, the main comes from the type of display, LCD for KMM-361SD, FL for KMM-357SD.
On the Kenwood site, there is a comparison table for more details: [...])
I took this car radio for compatibility with FLAC, coupled with SanDisk Ultra 32GB SDHC Class 10, it works very well, is very responsive.
Small flat, I miss the retrieval key in the box.
I did not note down so far but I will see to complain to Amazon.