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Waffle ice cream sandwich
WICSplit concept
Benchmark image 16

Waffle Ice Cream

Waffle ice cream "Sandwich"

Ice cream wedged between waffles presents itself as a dessert sandwich with zero shame and excellent marketing instincts. It is not lunch, but it absolutely understands the assignment.

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

Human
66.3% yes33.7% no
Model average
64.9% yes35.1% no
Most aligned model
qwen/qwen-2-vl-72b-instruct
Qwenqwen/qwen-2-vl-72b-instruct
Least aligned models
6-way tie
Qwenqwen/qwen2.5-vl-32b-instructGooglegoogle/gemma-3-27b-itPixtral / Mistralmistralai/pixtral-large-2411+3 more
At a glance

How this photo split the room

Human distribution
66.3% yes, 33.7% no over 655 explicit votes.
Model average distribution
64.9% yes, 35.1% no across the current model set.
Closest current model
75.0% yes.

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

Least aligned models
66.3 point gap.

6-way tie

Legacy GPT-4o baseline
100.0% yes with a 33.7 point gap against humans.
Biggest model gap
66.3 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.

Amazonamazon/nova-pro-v1

100.0% no0.0% yes

Rank #30Gap 66.3%

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

100.0% no0.0% yes

Rank #27Gap 66.3%

Googlegoogle/gemma-3-27b-it

100.0% no0.0% yes

Rank #15Gap 66.3%

Pixtral / Mistralmistralai/pixtral-large-2411

100.0% no0.0% yes

Rank #16Gap 66.3%

GPT / OpenAIopenai/gpt-4o-mini

100.0% no0.0% yes

Rank #21Gap 66.3%

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

100.0% no0.0% yes

Rank #14Gap 66.3%

Amazonamazon/nova-lite-v1

97.0% no3.0% yes

Rank #17Gap 63.3%

GPT / OpenAIopenai/gpt-4.1-mini

89.7% no10.3% yes

Rank #18Gap 55.9%

Googlegoogle/gemma-3-12b-it

82.0% no18.0% yes

Rank #11Gap 48.3%

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

60.0% no40.0% yes

Rank #1Gap 26.3%

GPT / OpenAIopenai/gpt-5.4

60.0% no40.0% yes

Rank #20Gap 26.3%

MiniMaxminimax/minimax-01

48.0% no52.0% yes

Rank #29Gap 14.3%

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

25.0% no75.0% yes

Rank #12Gap 8.7%

Meta / Llamameta-llama/llama-4-maverick

17.5% no82.5% yes

Rank #26Gap 16.2%

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

5.8% no94.2% yes

Rank #28Gap 27.9%

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

1.9% no98.0% yes

Rank #25Gap 31.8%

Qwenqwen/qwen3.5-397b-a17b

1.8% no98.2% yes

Rank #6Gap 31.9%

Claudeanthropic/claude-opus-4.6

0.0% no100.0% yes

Rank #23Gap 33.7%

Claudeanthropic/claude-sonnet-4.6

0.0% no100.0% yes

Rank #22Gap 33.7%

Geminigoogle/gemini-2.5-pro

0.0% no100.0% yes

Rank #7Gap 33.7%

Geminigoogle/gemini-3-flash-preview

0.0% no100.0% yes

Rank #32Gap 33.7%

Geminigoogle/gemini-3.1-pro-preview

0.0% no100.0% yes

Rank #10Gap 33.7%

Meta / Llamameta-llama/llama-4-scout

0.0% no100.0% yes

Rank #13Gap 33.7%

Kimi / Moonshotmoonshotai/kimi-k2.5

0.0% no100.0% yes

Rank #4Gap 33.7%

GPT / OpenAIopenai/gpt-4.1

0.0% no100.0% yes

Rank #31Gap 33.7%

GPT / OpenAIopenai/gpt-4o

0.0% no100.0% yes

Rank #9Gap 33.7%

GPT / OpenAIopenai/gpt-5.4-pro

0.0% no100.0% yes

Rank #8Gap 33.7%

GPT / OpenAIopenai/o3

0.0% no100.0% yes

Rank #24Gap 33.7%

GPT / OpenAIopenai/o3-pro

0.0% no100.0% yes

Rank #3Gap 33.7%

Grok / xAIx-ai/grok-4-fast

0.0% no100.0% yes

Rank #5Gap 33.7%

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

0.0% no100.0% yes

Rank #19Gap 33.7%

Selected human comments

  • No, it is a photo of a Waffle & ice cream "sandwich".
  • Yes, but only if you're under 6 and you're at grandma's house.
  • Not a sandwich. I want to eat this though.

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

  • These waffle ice cream sandwiches consist of waffle cookies with ice cream filling, fitting the general concept of a sandwich as two pieces enclosing a filling.
  • These waffle ice cream sandwiches fit the definition of a sandwich as they consist of two flat surfaces (waffles) enclosing a filling (ice cream).

amazon/nova-pro-v1 comments

  • Although it has two pieces of bread-like items (waffles) with a filling (ice cream), it is more commonly known as an ice cream sandwich rather than a traditional sandwich.
  • While it resembles an ice cream sandwich in presentation, it is more accurately described as a dessert consisting of ice cream between waffle pieces.
Vote card

Generated summary for this photo

Vote card for Waffle Ice Cream