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Human 65.6% yes34.4% no Model average 53.1% yes46.9% no Most aligned model x-ai/grok-4-fast x-ai/grok-4-fast Least aligned models 8-way tie openai/o3-proopenai/gpt-5.4-proanthropic/claude-sonnet-4.6+5 more Human distribution 65.6% yes, 34.4% no over 651 explicit votes. Model average distribution 53.1% yes, 46.9% no across the current model set. Closest current model 65.7% yes. Least aligned models 65.6 point gap. Legacy GPT-4o baseline 26.0% yes with a 39.6 point gap against humans. Biggest model gap 65.6 percentage points on this image. Current classification Split concept 

PKLSplit concept
Benchmark image 11
Pickle Sandwich
Pickle, Ham, cheese & tomato "Sandwich"
A hollowed pickle is doing bread cosplay around ham, cheese, and tomato, which is either keto ingenuity or a user trying to adversarially attack the definition. It has sandwich posture, but the cucumber vibes make everyone nervous.
Under development: this benchmark and its published results are provisional, not final.
At a glance
How this photo split the room
x-ai/grok-4-fast
8-way tie
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.
anthropic/claude-opus-4.6
anthropic/claude-sonnet-4.6
baidu/ernie-4.5-vl-28b-a3b
google/gemini-3-flash-preview
openai/gpt-4.1
openai/gpt-4o-2024-11-20
openai/gpt-5.4-pro
openai/o3-pro
google/gemini-3.1-pro-preview
openai/gpt-5.4
openai/o3
moonshotai/kimi-k2.5
openai/gpt-4.1-mini
openai/gpt-4o
amazon/nova-pro-v1
x-ai/grok-4-fast
mistralai/pixtral-large-2411
qwen/qwen3.5-397b-a17b
google/gemini-2.5-pro
qwen/qwen2.5-vl-32b-instruct
google/gemma-3-12b-it
qwen/qwen-2-vl-72b-instruct
meta-llama/llama-3.2-11b-vision-instruct
qwen/qwen2.5-vl-72b-instruct
google/gemma-3-27b-it
amazon/nova-lite-v1
meta-llama/llama-4-maverick
meta-llama/llama-4-scout
minimax/minimax-01
openai/gpt-4o-mini
z-ai/glm-4.6v
Vote card
Generated summary for this photo



Selected human comments
x-ai/grok-4-fast comments
google/gemini-3-flash-preview comments