In the SAMPL7 log P challenge, participants were asked to predict a partition coefficient for each compound between octanol and water and report the result as a transfer free energy. A total of 17 research groups participated, submitting 33 blind submissions total. Many submissions achieved a RMSE around 1.0 or lower for log P predictions, but none were below 0.5 log P units.