your car
prefers the left lane
other drivers
tap the strip to look elsewhere
Lane speeds · timed stretch
Your car
Waiting for your car to reach the road…
Real data · not the simulator
On US-101, the left lane was the slowest place to sit
- The far-right main lane was the fastest main lane in 9 of 9 five-minute windows; the left lane was the slowest in 7 of 9.
- The left lane held about 15% more vehicle-time than the right lane and ran about 17% slower.
- Changing lanes barely paid: cars that used three or more lanes were 2.6 s/mile faster than same-minute traffic, cars that never changed were 2.0 s/mile slower.
One freeway, one morning, and drivers chose their own lanes, so this describes what happened rather than proving why. The simulator above is for seeing the mechanisms; quote these numbers, not its.
How the simulator works
Small rules, every car
- Each car follows the Intelligent Driver Model (Treiber et al., 2000): it keeps a safe time gap and brakes smoothly. Desired speeds average about 69 mph.
- Lane changes use MOBIL (Kesting et al., 2007): change if it helps you more than it costs the drivers behind. Drivers also chase a lane that looks faster ahead, accept a short gap right after changing, and get let in when they signal for a forced merge.
- One car in ten is a test driver: equal numbers stay left, middle, right, or weave, and they drive the same way otherwise. You ride one of them.
- Each test car's time over the timed 2.5 miles is compared with ordinary cars that entered within a minute of it, the same method used on the real data.
It is a port of the Python model from the video, checked against field data for lane speeds in light traffic and the speed of stop-and-go waves. Real traffic has more going on, so treat its numbers as direction, not size.