Route Studio
Strava is probably the first place a lot of cyclists think of when they hear route generation. And honestly, that makes sense. They have a massive amount of activity data, their heatmap is useful, and in the mainstream cycling-social world they are one of the only products that even tries to generate routes for you.
But that is also the difference I keep coming back to. In Strava, route generation feels like a feature tucked inside a bigger training platform. In Route Studio, it is the main thing. It is what the whole app is built around.
Heatmaps are useful, but they have a bias
Strava says its generated community routes are based on local community uploads, and its own heatmap explanation says the heatmap is built from public workouts. That is genuinely valuable. If a road lights up on a heatmap, it probably means riders use it, and that can be a good signal.
The problem is that popularity is not the same thing as route quality. A heatmap can over-represent commutes, common club loops, repeated training roads, or just the obvious roads people already know. If route generation leans too hard on that, it can accidentally send you back to the same roads everyone is already riding.
A heatmap can tell you where people ride. It cannot always tell you whether the route feels like it was designed.
The common complaints are pretty familiar
I went back through public r/Strava threads while writing this, because I wanted to make sure the pain points were not just in my head. The same themes come up: repeated roads, strange out-and-backs, busy roads, and routes that feel more assembled than designed.
"They're fine for a ride or two, but after that, it keeps creating same or very similar routes."r/Strava comment on Routes for travel
"I am always frustrated that it always takes me on very busy roads..."r/Strava feature idea about busy roads
"Barely any Loops, for total mileage, mostly out and backs..."r/Strava discussion on the mapping feature
"Strava suggests me running along a very busy local road even though there are many much nicer alternatives."r/Strava comment on highway routing
That does not mean Strava is doing nothing interesting. It means the core signal is different. If the strongest signal is what everyone already rides, you can get routes that are safe in the statistical sense but kind of dull in the actual riding sense.
Route Studio takes the opposite bet
Route Studio is built around running a huge search instead of just tracing the most popular-looking line. Depending on the area, the mode, the settings, and the processing power available, the engine can evaluate hundreds of thousands of possibilities and push up toward a million-plus route simulations.
That is not just a big number for the sake of sounding impressive. It matters because intricate routes are usually hiding in the combinations. One road is not the magic. It is the sequence: the quiet connector, the tiny path, the hill that makes sense in the middle instead of at the end, the way a neighborhood exit drops you onto a better road than the obvious one.
Route Studio also gets to use a bunch of different datasets at the same time. Surface, traffic feel, road class, scenic context, elevation, points of interest, route shape, and local map structure all get to matter. The result is that the route can be judged as a whole experience, not just as a chain of popular segments.
That local-person feeling
This is the part I care about most. When Route Studio gets it right, the route can feel like it was made by somebody who lives there. It might use a small residential cut-through, avoid a road that technically works but feels bad, or pull in a connector that you would never have known was there unless you lived next to it.
That is what makes it different from simply following heat. Heat is a record of where people have gone. Route Studio is trying to answer a more interesting question: given everything we know about the area, what route would actually be fun to ride today?
We are proud that this is the app
Strava has a route generator, but it is not the center of Strava. That is fine; Strava is doing a lot of things. Route Studio is different. We are not hiding route generation behind a tab because route generation is the product. It is the reason the app exists.
If you already have a route you love, keep it. There is nothing wrong with a classic loop. But if you are tired of doing the same roads over and over, or if you want something that feels more like a curated ride than a recycled heatmap, that is exactly the problem Route Studio is trying to solve.
Sources: Strava's official pages on generated community routes and Routes and Heatmap, plus the verified public r/Strava discussions linked above.