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GCPPeople mostly said yes

Benchmark image 06

Grilled Cheese Pineapple

Grilled pineapple, ham & cheese "Sandwich"

Ham, cheese, and pineapple are trapped between toasted bread in a move that feels both culinarily legal and socially destabilizing. The sandwich question is easy; the real benchmark is whether your priors can survive the pineapple.

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

Human

91.7% yes8.3% no

Model average

99.5% yes0.6% no

Most aligned models

30-way tie

openai/o3-pro

moonshotai/kimi-k2.5

x-ai/grok-4-fast+27 more

Least aligned model

meta-llama/llama-3.2-11b-vision-instruct

At a glance

How this photo split the room

Human distribution

91.7% yes, 8.3% no over 653 explicit votes.

Model average distribution

99.5% yes, 0.6% no across the current model set.

Closest current models

100.0% yes.

30-way tie

Least aligned model

8.9 point gap.

meta-llama/llama-3.2-11b-vision-instruct

Legacy GPT-4o baseline

100.0% yes with a 8.3 point gap against humans.

Biggest model gap

8.9 percentage points on this image.

Current classification

People mostly said yes

Why this page matters

This is the compact read on where humans, models, and comments start disagreeing about the same image.

Model spread

How models line up against the crowd

Bars run from more no on the left to more yes on the right. The marker shows the human yes rate.

meta-llama/llama-3.2-11b-vision-instruct

17.1% no82.9% yes

Rank #1Gap 8.9%

amazon/nova-lite-v1

0.0% no100.0% yes

Rank #17Gap 8.3%

amazon/nova-pro-v1

0.0% no100.0% yes

Rank #30Gap 8.3%

anthropic/claude-opus-4.6

0.0% no100.0% yes

Rank #23Gap 8.3%

anthropic/claude-sonnet-4.6

0.0% no100.0% yes

Rank #22Gap 8.3%

baidu/ernie-4.5-vl-28b-a3b

0.0% no100.0% yes

Rank #27Gap 8.3%

google/gemini-2.5-pro

0.0% no100.0% yes

Rank #7Gap 8.3%

google/gemini-3-flash-preview

0.0% no100.0% yes

Rank #32Gap 8.3%

google/gemini-3.1-pro-preview

0.0% no100.0% yes

Rank #10Gap 8.3%

google/gemma-3-12b-it

0.0% no100.0% yes

Rank #11Gap 8.3%

google/gemma-3-27b-it

0.0% no100.0% yes

Rank #15Gap 8.3%

meta-llama/llama-4-maverick

0.0% no100.0% yes

Rank #26Gap 8.3%

meta-llama/llama-4-scout

0.0% no100.0% yes

Rank #13Gap 8.3%

minimax/minimax-01

0.0% no100.0% yes

Rank #29Gap 8.3%

mistralai/pixtral-large-2411

0.0% no100.0% yes

Rank #16Gap 8.3%

moonshotai/kimi-k2.5

0.0% no100.0% yes

Rank #4Gap 8.3%

openai/gpt-4.1

0.0% no100.0% yes

Rank #31Gap 8.3%

openai/gpt-4.1-mini

0.0% no100.0% yes

Rank #18Gap 8.3%

openai/gpt-4o

0.0% no100.0% yes

Rank #9Gap 8.3%

openai/gpt-4o-2024-11-20

0.0% no100.0% yes

Rank #25Gap 8.3%

openai/gpt-4o-mini

0.0% no100.0% yes

Rank #21Gap 8.3%

openai/gpt-5.4

0.0% no100.0% yes

Rank #20Gap 8.3%

openai/gpt-5.4-pro

0.0% no100.0% yes

Rank #8Gap 8.3%

openai/o3

0.0% no100.0% yes

Rank #24Gap 8.3%

openai/o3-pro

0.0% no100.0% yes

Rank #3Gap 8.3%

qwen/qwen-2-vl-72b-instruct

0.0% no100.0% yes

Rank #12Gap 8.3%

qwen/qwen2.5-vl-32b-instruct

0.0% no100.0% yes

Rank #14Gap 8.3%

qwen/qwen2.5-vl-72b-instruct

0.0% no100.0% yes

Rank #28Gap 8.3%

qwen/qwen3.5-397b-a17b

0.0% no100.0% yes

Rank #6Gap 8.3%

x-ai/grok-4-fast

0.0% no100.0% yes

Rank #5Gap 8.3%

z-ai/glm-4.6v

0.0% no100.0% yes

Rank #19Gap 8.3%

Selected human comments

No, it is a photo of a sandwich.
WTF is this?? Pineapple slices are weird.
Who the fuck puts pineapple on a sandwich

openai/o3-pro comments

Two toasted bread slices enclosing ham, cheese, and pineapple—meets classic sandwich definition.
Two slices of bread with fillings (ham, cheese, pineapple) meet the classic sandwich structure.

meta-llama/llama-3.2-11b-vision-instruct comments

The key characteristics of a sandwich are: 1) Two slices of bread with fillings in between. 2) The fillings are traditionally savory. 3) The fillings are not liquidy.
This appears to be a grilled cheese with pineapple and ham. While it contains two slices of bread with a filling, it also contains a fruit, which is not typically found in a sandwich. Additionally, the use of a single piece of fruit as a filling, rather than a spread or sauce, is not consistent with the traditional definition of a sandwich. Therefore, I do not consider this to be a sandwich.

Vote card

Grilled Cheese Pineapple

How this photo split the room

How models line up against the crowd

Selected human comments

openai/o3-pro comments

meta-llama/llama-3.2-11b-vision-instruct comments

Generated summary for this photo