The farebox recovery ratio in the US is awful. Most cities are somewhere between 5-25% of operating expenses coming from fares.

Perhaps the tiny subsidies (in absolute terms) are because the bus systems are just so small?

SFMTA's farebox recovery is around 25%. London Underground is about 130%. Osaka Subway is 209%.

https://en.wikipedia.org/wiki/Farebox_recovery_ratio