Road A: 45MPH, with a dedicated bike lane with no barrier.
Road B: 40MPH with a dedicated bike lane with no barrier.
The similarities end there though:
Road A: Many turns with trees providing poor visibility
Road B: Relatively straight, good visibility
Road A: Typically has obstructions in the bike lane
Road B: Typically no obstructions in the bike lane
Road A: People speed rather massively
Road B: Many traffic signals; people who speed tend to take parallel Road A instead to avoid the signals.
Road A: The bike lane is sometimes only 30cm wide
Road B: The bike lane is wide enough to ride 2 abreast, and there is usually an additional 30cm painted area between you and traffic.
Road A: Car v. bike accidents are fairly regular, with multiple fatalities in the time I've lived here.
Road B: Every car v. bike accident I'm aware of was at night and involved an intoxicated driver.
I have 3 parallel options for going in this direction, in order of increasing total distance for traveled: Road A, Road B, and a MUP (i.e. combination bike/pedestrian path).
For obvious reasons, I prefer Road B, but it's hard to label a map in such a way that it won't pick the two best choices as Road A (shortest) the MUP (avoid highways).