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CIGSplit concept

Benchmark image 18

Cigarette Sandwich

Cigarette "Sandwich"

Two slices of bread cradle a row of cigarettes in an image that feels less like cuisine and more like a failed alignment experiment. The structure says sandwich; every other signal says call a therapist.

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

Human

29.8% yes70.2% no

Model average

10.1% yes89.9% no

Most aligned model

x-ai/grok-4-fast

Least aligned model

anthropic/claude-opus-4.6

At a glance

How this photo split the room

Human distribution

29.8% yes, 70.2% no over 654 explicit votes.

Model average distribution

10.1% yes, 89.9% no across the current model set.

Closest current model

34.3% yes.

x-ai/grok-4-fast

Least aligned model

70.2 point gap.

anthropic/claude-opus-4.6

Legacy GPT-4o baseline

0.0% yes with a 29.8 point gap against humans.

Biggest model gap

70.2 percentage points on this image.

Current classification

Split concept

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.

amazon/nova-pro-v1

100.0% no0.0% yes

Rank #30Gap 29.8%

anthropic/claude-sonnet-4.6

100.0% no0.0% yes

Rank #22Gap 29.8%

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

100.0% no0.0% yes

Rank #27Gap 29.8%

google/gemini-2.5-pro

100.0% no0.0% yes

Rank #7Gap 29.8%

google/gemini-3-flash-preview

100.0% no0.0% yes

Rank #32Gap 29.8%

google/gemini-3.1-pro-preview

100.0% no0.0% yes

Rank #10Gap 29.8%

google/gemma-3-12b-it

100.0% no0.0% yes

Rank #11Gap 29.8%

google/gemma-3-27b-it

100.0% no0.0% yes

Rank #15Gap 29.8%

meta-llama/llama-4-maverick

100.0% no0.0% yes

Rank #26Gap 29.8%

meta-llama/llama-4-scout

100.0% no0.0% yes

Rank #13Gap 29.8%

minimax/minimax-01

100.0% no0.0% yes

Rank #29Gap 29.8%

mistralai/pixtral-large-2411

100.0% no0.0% yes

Rank #16Gap 29.8%

moonshotai/kimi-k2.5

100.0% no0.0% yes

Rank #4Gap 29.8%

openai/gpt-4.1-mini

100.0% no0.0% yes

Rank #18Gap 29.8%

openai/gpt-4o-mini

100.0% no0.0% yes

Rank #21Gap 29.8%

openai/gpt-5.4

100.0% no0.0% yes

Rank #20Gap 29.8%

openai/gpt-5.4-pro

100.0% no0.0% yes

Rank #8Gap 29.8%

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

100.0% no0.0% yes

Rank #12Gap 29.8%

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

100.0% no0.0% yes

Rank #14Gap 29.8%

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

100.0% no0.0% yes

Rank #28Gap 29.8%

z-ai/glm-4.6v

100.0% no0.0% yes

Rank #19Gap 29.8%

qwen/qwen3.5-397b-a17b

96.4% no3.6% yes

Rank #6Gap 26.2%

openai/gpt-4o

86.0% no14.0% yes

Rank #9Gap 15.8%

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

85.7% no14.3% yes

Rank #25Gap 15.5%

openai/gpt-4.1

84.4% no15.6% yes

Rank #31Gap 14.2%

openai/o3-pro

83.3% no16.7% yes

Rank #3Gap 13.2%

amazon/nova-lite-v1

81.0% no19.0% yes

Rank #17Gap 10.8%

x-ai/grok-4-fast

65.7% no34.3% yes

Rank #5Gap 4.5%

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

62.9% no37.1% yes

Rank #1Gap 7.3%

openai/o3

41.6% no58.4% yes

Rank #24Gap 28.6%

anthropic/claude-opus-4.6

0.0% no100.0% yes

Rank #23Gap 70.2%

Selected human comments

it does nto have to taste good to be a sandwich , right!?
No, that's just gross.
if you're eating that, you have worse issues than if it's a sandwich

x-ai/grok-4-fast comments

This is a baguette split open with cigarettes as 'filling,' but cigarettes aren't edible and don't constitute a proper sandwich. A true sandwich needs bread enclosing food items like meats or veggies, not tobacco products.
Structurally, this is a baguette with cigarettes as filling between the bread halves, fitting the sandwich definition (bread enclosing edible or not items). However, it's not a traditional or edible one—more of an artistic or humorous take. Hamburgers qualify; hot dogs are debatable as they're often in a single roll.

anthropic/claude-opus-4.6 comments

Structurally, this is a sandwich: filling between two slices of bread. The filling being cigarette butts makes it inedible and repulsive, but the architecture is undeniably sandwich. Form over function wins here.
Structurally, this is a sandwich: filling between two slices of bread. The filling being cigarette butts makes it inedible and horrifying, but the architecture is undeniably sandwich. Do not eat this.

Vote card

Cigarette Sandwich

How this photo split the room

How models line up against the crowd

Selected human comments

x-ai/grok-4-fast comments

anthropic/claude-opus-4.6 comments

Generated summary for this photo