It's the same issue as "normal" poultry vs "aviary" poultry.
I personally prefer to eat less fish and meat than eating animals that are bred and raised in awful conditions that optimize for revenue; the quality of the output speaks for itself.
- https://www.scientificamerican.com/article/farm-raised-fish-...
- https://www.theguardian.com/environment/2017/apr/01/is-farmi...
- https://www.peta.org/issues/animals-used-for-food/factory-fa...
- http://content.time.com/time/health/article/0,8599,1663604,0...
- https://www.theguardian.com/environment/2012/sep/10/scottish...