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Perpendicular bagel PB&J
WTFHuman knife-edge
Benchmark image 20

Bagel PB&J

Perpendicular peanut butter and jelly bagel "Sandwich"

A bagel hacked perpendicular into a peanut-butter-and-jelly arrangement turns a children's lunch into topology discourse. The filling is real, the bread surfaces are opposing, and the geometry is actively trying to get cited.

Under development: this benchmark and its published results are provisional, not final.

Human
46.6% yes53.4% no
Model average
83.4% yes16.6% no
At a glance

How this photo split the room

Human distribution
46.6% yes, 53.4% no over 652 explicit votes.
Model average distribution
83.4% yes, 16.6% no across the current model set.
Closest current model
46.8% yes.

minimax/minimax-01

Least aligned models
53.4 point gap.

30-way tie

Legacy GPT-4o baseline
84.0% yes with a 37.4 point gap against humans.
Biggest model gap
53.4 percentage points on this image.
Current classification
Human knife-edge
Benchmark context
Current classification
Human knife-edge
Models compared
67 current runs
Biggest model gap
53.4 percentage points on this image.
Closest model output
46.8% yes.
Model spread

How Models Align with Human Responses

This compares each model against human responses to show how closely it aligns with people.Human rate marker

GPT / OpenAIopenai/o3

1.9% no98.0% yes

Human gap51.4%

Rank #57

GPT / OpenAIopenai/o1

0.0% no100.0% yes

Human gap53.4%

Rank #2

Selected human comments

  • need to add open faced sandwiches
  • That is a messed up bagel
  • No, it is a photo of a Perpendicular peanut butter and jelly bagel.

minimax/minimax-01 comments

  • A sandwich is typically defined as food consisting of two or more pieces of bread with fillings in between. This image shows a bagel with fillings, which fits the general definition of a sandwich.
  • This is a sandwich because it consists of bread with a filling in between.

google/gemini-3-flash-preview comments

  • While the bagel is sliced vertically rather than horizontally, it remains a filling placed between two distinct pieces of bread. This follows the structural requirements of a sandwich, albeit in a chaotic alignment.
  • While the orientation is unorthodox, it consists of filling between two distinct pieces of bread. It meets the structural requirements of a sandwich, specifically a PB&J bagel, despite being sliced vertically.
Vote card

Generated summary for this photo

Vote card for Bagel PB&J
Is Bagel PB&J a Sandwich? Human vs AI Results | opensandwich.ai