I'm not gay, but I've been saying my partner for years. Saying girlfriend felt like it diminished the seriousness of the relationship. We've been together 15 years. She is my soul-bond.
I couldn't say wife because we only got married the other day. Partner feels like it implies a more serious connection than girlfriend, at least to me