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Hamburger
HMBSplit concept
Benchmark image 08

Hamburger

Hamburger "Sandwich"

A standard burger stacks bun, patty, lettuce, and tomato in the exact format that turns otherwise competent adults into constitutional originalists. It is the canonical 'yes in theory, no in vibes' sandwich fight.

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

Human
73.0% yes27.0% no
Model average
96.2% yes3.8% no
Most aligned model
qwen/qwen2.5-vl-32b-instruct
Qwenqwen/qwen2.5-vl-32b-instruct
Least aligned model
baidu/ernie-4.5-vl-28b-a3b
Baidu / ERNIEbaidu/ernie-4.5-vl-28b-a3b
At a glance

How this photo split the room

Human distribution
73.0% yes, 27.0% no over 655 explicit votes.
Model average distribution
96.2% yes, 3.8% no across the current model set.
Closest current model
93.0% yes.

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

Least aligned model
73.0 point gap.

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

Legacy GPT-4o baseline
100.0% yes with a 27.0 point gap against humans.
Biggest model gap
73.0 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.

Baidu / ERNIEbaidu/ernie-4.5-vl-28b-a3b

100.0% no0.0% yes

Rank #27Gap 73.0%

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

7.0% no93.0% yes

Rank #14Gap 20.0%

Meta / Llamameta-llama/llama-3.2-11b-vision-instruct

5.7% no94.3% yes

Rank #1Gap 21.3%

Amazonamazon/nova-lite-v1

3.0% no97.0% yes

Rank #17Gap 24.0%

Googlegoogle/gemma-3-12b-it

1.0% no99.0% yes

Rank #11Gap 26.0%

Amazonamazon/nova-pro-v1

0.0% no100.0% yes

Rank #30Gap 27.0%

Claudeanthropic/claude-opus-4.6

0.0% no100.0% yes

Rank #23Gap 27.0%

Claudeanthropic/claude-sonnet-4.6

0.0% no100.0% yes

Rank #22Gap 27.0%

Geminigoogle/gemini-2.5-pro

0.0% no100.0% yes

Rank #7Gap 27.0%

Geminigoogle/gemini-3-flash-preview

0.0% no100.0% yes

Rank #32Gap 27.0%

Geminigoogle/gemini-3.1-pro-preview

0.0% no100.0% yes

Rank #10Gap 27.0%

Googlegoogle/gemma-3-27b-it

0.0% no100.0% yes

Rank #15Gap 27.0%

Meta / Llamameta-llama/llama-4-maverick

0.0% no100.0% yes

Rank #26Gap 27.0%

Meta / Llamameta-llama/llama-4-scout

0.0% no100.0% yes

Rank #13Gap 27.0%

MiniMaxminimax/minimax-01

0.0% no100.0% yes

Rank #29Gap 27.0%

Pixtral / Mistralmistralai/pixtral-large-2411

0.0% no100.0% yes

Rank #16Gap 27.0%

Kimi / Moonshotmoonshotai/kimi-k2.5

0.0% no100.0% yes

Rank #4Gap 27.0%

GPT / OpenAIopenai/gpt-4.1

0.0% no100.0% yes

Rank #31Gap 27.0%

GPT / OpenAIopenai/gpt-4.1-mini

0.0% no100.0% yes

Rank #18Gap 27.0%

GPT / OpenAIopenai/gpt-4o

0.0% no100.0% yes

Rank #9Gap 27.0%

GPT / OpenAIopenai/gpt-4o-2024-11-20

0.0% no100.0% yes

Rank #25Gap 27.0%

GPT / OpenAIopenai/gpt-4o-mini

0.0% no100.0% yes

Rank #21Gap 27.0%

GPT / OpenAIopenai/gpt-5.4

0.0% no100.0% yes

Rank #20Gap 27.0%

GPT / OpenAIopenai/gpt-5.4-pro

0.0% no100.0% yes

Rank #8Gap 27.0%

GPT / OpenAIopenai/o3

0.0% no100.0% yes

Rank #24Gap 27.0%

GPT / OpenAIopenai/o3-pro

0.0% no100.0% yes

Rank #3Gap 27.0%

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

0.0% no100.0% yes

Rank #12Gap 27.0%

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

0.0% no100.0% yes

Rank #28Gap 27.0%

Qwenqwen/qwen3.5-397b-a17b

0.0% no100.0% yes

Rank #6Gap 27.0%

Grok / xAIx-ai/grok-4-fast

0.0% no100.0% yes

Rank #5Gap 27.0%

Z.AI / GLMz-ai/glm-4.6v

0.0% no100.0% yes

Rank #19Gap 27.0%

Selected human comments

  • No, it is a photo of a hamburger sandwich.
  • Only a heathen would call a burger a sandwich.
  • Burger

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

  • A hamburger is typically considered a sandwich, as it consists of a filling (patty, lettuce, tomato) between two bread components (buns).
  • A hamburger is generally considered a sandwich due to its structure of filling (patty, lettuce, tomato) between two bread halves (bun).

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

  • A hamburger is not typically classified as a sandwich in common parlance; it has its own distinct category.
  • A hamburger is not typically classified as a sandwich in standard definitions; it has its own category as a burger.
Vote card

Generated summary for this photo

Vote card for Hamburger