Rank#24
-723.1alignment score
75.6%crowd match
Model breakdown
google/gemini-3.1-flash-image-preview
google/gemini-3.1-flash-image-previewMean gap24.4%
Human match75.6%
Best fitBacon Lettuce Tomato
Average vote60.3%
60.3%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
1.7Mtokens
Photo-by-photo
Model Results
Breaking down how close the model answered each question, compared to humans.
Photo 01Bacon Lettuce Tomato
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap3.7%
Model readLeans yes
Photo 02Dodge Van
google/gemini-3.1-flash-image-preview0.0% yes100.0% no
Gap7.0%
Model readLeans no
Photo 03Sub Sandwich
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Photo 04Sandwich Costume
google/gemini-3.1-flash-image-preview14.0% yes86.0% no
Gap26.9%
Model readLeans no
Photo 05Grilled Cheese
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Photo 06Grilled Cheese Pineapple
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap8.3%
Model readLeans yes
Photo 07Kitten in Bread
google/gemini-3.1-flash-image-preview0.0% yes100.0% no
Gap54.2%
Model readLeans no
Photo 08Hamburger
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap27.0%
Model readLeans yes
Photo 09Hashbrown Sandwich
google/gemini-3.1-flash-image-preview35.0% yes65.0% no
Gap24.4%
Model readLeans no
Photo 10Hot Dog
google/gemini-3.1-flash-image-preview47.0% yes53.0% no
Gap7.2%
Model readLeans no
Photo 11Pickle Sandwich
google/gemini-3.1-flash-image-preview5.0% yes95.0% no
Gap60.6%
Model readLeans no
Photo 12Avocado Tea
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Photo 13Panini
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Photo 14Cookie PB
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap48.5%
Model readLeans yes
Photo 15Chicken Wrap
google/gemini-3.1-flash-image-preview12.0% yes88.0% no
Gap10.6%
Model readLeans no
Photo 16Waffle Ice Cream
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap33.7%
Model readLeans yes
Photo 17Sloppy Joe
google/gemini-3.1-flash-image-preview100.0% yes0.0% no
Gap20.6%
Model readLeans yes
Photo 18Cigarette Sandwich
google/gemini-3.1-flash-image-preview0.0% yes100.0% no
Gap29.8%
Model readLeans no
Photo 19KFC Double Down
google/gemini-3.1-flash-image-preview1.0% yes99.0% no
Gap54.7%
Model readLeans no
Photo 20Bagel PB&J
google/gemini-3.1-flash-image-preview92.0% yes8.0% no
Gap45.4%
Model readLeans yes
| Photo | Vote SplitHuman response | Gap | Read |
|---|---|---|---|
Photo 01Bacon Lettuce Tomato | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 3.7%absolute gap | Leans yesPeople mostly said yes |
Photo 02Dodge Van | google/gemini-3.1-flash-image-preview 0.0% yes100.0% no | 7.0%absolute gap | Leans noPeople mostly said no |
Photo 03Sub Sandwich | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 5.5%absolute gap | Leans yesPeople mostly said yes |
Photo 04Sandwich Costume | google/gemini-3.1-flash-image-preview 14.0% yes86.0% no | 26.9%absolute gap | Leans noHuman knife-edge |
Photo 05Grilled Cheese | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 4.4%absolute gap | Leans yesPeople mostly said yes |
Photo 06Grilled Cheese Pineapple | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 8.3%absolute gap | Leans yesPeople mostly said yes |
Photo 07Kitten in Bread | google/gemini-3.1-flash-image-preview 0.0% yes100.0% no | 54.2%absolute gap | Leans noHuman knife-edge |
Photo 08Hamburger | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 27.0%absolute gap | Leans yesSplit concept |
Photo 09Hashbrown Sandwich | google/gemini-3.1-flash-image-preview 35.0% yes65.0% no | 24.4%absolute gap | Leans noHuman knife-edge |
Photo 10Hot Dog | google/gemini-3.1-flash-image-preview 47.0% yes53.0% no | 7.2%absolute gap | Leans noSplit concept |
Photo 11Pickle Sandwich | google/gemini-3.1-flash-image-preview 5.0% yes95.0% no | 60.6%absolute gap | Leans noSplit concept |
Photo 12Avocado Tea | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 7.2%absolute gap | Leans yesPeople mostly said yes |
Photo 13Panini | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 7.6%absolute gap | Leans yesPeople mostly said yes |
Photo 14Cookie PB | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 48.5%absolute gap | Leans yesHuman knife-edge |
Photo 15Chicken Wrap | google/gemini-3.1-flash-image-preview 12.0% yes88.0% no | 10.6%absolute gap | Leans noSplit concept |
Photo 16Waffle Ice Cream | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 33.7%absolute gap | Leans yesSplit concept |
Photo 17Sloppy Joe | google/gemini-3.1-flash-image-preview 100.0% yes0.0% no | 20.6%absolute gap | Leans yesSplit concept |
Photo 18Cigarette Sandwich | google/gemini-3.1-flash-image-preview 0.0% yes100.0% no | 29.8%absolute gap | Leans noSplit concept |
Photo 19KFC Double Down | google/gemini-3.1-flash-image-preview 1.0% yes99.0% no | 54.7%absolute gap | Leans noHuman knife-edge |
Photo 20Bagel PB&J | google/gemini-3.1-flash-image-preview 92.0% yes8.0% no | 45.4%absolute gap | Leans yesHuman knife-edge |