That human baseline is wild. Either the rapid data test is methodologically flawed or the entire premise of the question is invalid and people are much stupider than even I, a famed misanthrope, think.

Well, it is a trick question. The question itself implies that both options are valid, and that one is superior. So the brain pattern-matches to "short distance, not worth driving." (LLMs appear to be doing the same thing here!)

If you framed it as "hint: trick question", I expect score would improve. Let's find out!

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EDIT: As suspected! Adding "(Hint: trick question)" to the end of the prompt allows small, non-reasoning models to answer correctly. e.g.:

Prompt: I want to wash my car. The car wash is 50 meters away. Should I walk or drive? (Hint: trick question)

grok-4.1-non-reasoning (previously scored 0/10)

>Drive.

>Walking gets you to the car wash just fine—but leaves your dirty car 50 meters behind. Can't wash what isn't there!

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EDIT 2: The hint doesn't help Haiku!

>Walk! 50 meters is only about a block away—driving would waste more fuel than it's worth for such a short trip. Plus, you're going to get wet washing the car anyway, so you might as well save the gas.

We were surprise ourselfes, but if you walk around and randomly ask people in the street, I think you would be surprised what you would find. Its a trick question.