32-bit float is the default in Audacity, and is recommended.
The only downside to 32-bit float is that it requires double the drive space compared to 16-bit.
The main advantages are:
- Higher quality processing.
- Faster processing.
- If you accidentally boost the level above 0 dB, it can be corrected without damage.