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Run Route Planner: How to Plan Routes by Distance
I pick the distance first, then a loop that fits the run. Less guessing at the lights, more of the session I actually meant to do.

I used to leave the house and decide the route at the first junction. Five kilometres later I was still negotiating with myself: one more loop, or home, or that extra bridge because the watch was short. The session I meant to do had already disappeared.
A run route planner is just the habit of answering that before the shoes go on. Distance first. Then a loop that can actually hold the run.
The route is part of the workout
Most plans ask for a distance or a time. If the path is 2 km short, you improvise. If it is a maze of crossings, the pace you wanted never gets a stretch long enough to exist.
I keep a small set of loops around here, not a library. One short one for the days after a hard session. A flatter stretch I trust when the workout is supposed to be even. A long option that can pick up a drink without turning Sunday into a navigation project. That last one matters more than it sounds. A long run that needs a map check at kilometre 14 is no longer a long run. It is a hike with a watch.
Wind changes the same kilometres. The open stretch through the polder, or a hard westerly with nothing between you and the water, can make a planned "easy" 12 feel like work. Carl Foster's session-RPE work is the practical reminder: the load is how hard the whole outing felt, times how long you were out, not the number the planner drew. A calm loop and a windy loop of the same distance are not the same session. If the talk test fails, the route was fine and the effort was not. Slow down. (Foster et al., 2001, Journal of Strength and Conditioning Research)
Pace targets belong next to the route, not instead of it. A recent race in the VDOT pace calculator tells you what the run was for. The map only tells you where to put it.
What I actually look for
Easy days want familiar and boring. Few decisions, few lights if I can help it, nothing so hilly that "easy" becomes a costume. I do not need novelty on a recovery morning. I need the run to finish.
A tempo wants a stretch where I can stay honest. Long enough that I am not restarting at every crossing, flat enough that the split means something, surface I already know. If the only continuous piece is 400 metres between lights, I am not doing a tempo. I am doing traffic.
Intervals want something I can repeat. A track if I have one. A measured path if I do not. Sharp turns and busy junctions steal the thing the session is for, which is the same effort on the next rep. I would rather run boring repeats than a scenic route that makes every interval a different workout.
The long run can wander a bit. It still has to hit the distance, and I want water somewhere I have used before once I am out past about 75 minutes. I do not chase hills unless hills are the point. I also try not to build a long out-and-back that is all headwind on the way home. I have done that in a Rotterdam build. The way out feels clever. The way back is the session you did not plan.
Race weeks are just the same idea, larger
A 5K block does not need a heroic map. Easy loops, one place I can run the faster work without stopping, done. If the first race is the missing piece, the 5K training plan is a better place to start than a folder of saved routes.
At 10K the route starts to matter more, because the sustained pieces get longer. I want somewhere I can hold an even effort without inventing the path as I go. The 10K training plan is the frame; the loops are how the frame survives a Tuesday with a meeting at five.
Half and marathon are where people discover they only own one long-run route, and it is closed, or too short, or always into the wind after kilometre 8. I want two or three long options, one of them with a tap I have actually used, and a shorter backup for the morning the weather turns. Race-specific terrain is useful late, not every Sunday. Most of the Netherlands is flat. The wind is the hill.
A few habits that keep the distance honest
I decide the workout before I open a map. Five easy. Ten steady. Sixteen long. A marathon-pace piece inside a longer run. The route serves that, not the other way around.
Then I check the thing the planner will not feel: elevation, surface, whether the loop is a pile of dead ends, and how much of it sits in the open. A flat 10 and a soft, twisting 10 with the same kilometre count are different days. If I only look at the number, I will call the second one "easy" and wonder why Thursday is heavy.
Loops beat out-and-backs for the boring reason that I finish where I started and I stop making decisions. A small collection beats a new masterpiece every morning. I have three or four I can start half asleep. That is the consistency, not a prettier line on the map.
The useful planner is the one that already knows the distance the day asked for. With Runapt's running route planner, the route sits with the workout instead of as a separate chore the night before. The rest of what the plan does when you miss a day or the week comes back heavier is on features.
If you want the distance decided before you hit the first junction, build the first week free.
Sources
Foster, C., Florhaug, J. A., Franklin, J., Gottschall, L., Hrovatin, L. A., Parker, S., Doleshal, P., & Dodge, C. (2001). A new approach to monitoring exercise training. Journal of Strength and Conditioning Research, 15(1), 109–115. https://doi.org/10.1519/00124278-200102000-00019