Rank#48
-989.4alignment score
71.7%crowd match
Model breakdown
google/gemini-3.1-flash-lite-preview
google/gemini-3.1-flash-lite-previewMean gap28.3%
Human match71.7%
Best fitHot Dog
Average vote60.5%
60.5%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
2.5Mtokens
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-lite-preview100.0% yes0.0% no
Gap3.7%
Model readLeans yes
Photo 02Dodge Van
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap7.0%
Model readLeans no
Photo 03Sub Sandwich
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Photo 04Sandwich Costume
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap40.9%
Model readLeans no
Photo 05Grilled Cheese
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Photo 06Grilled Cheese Pineapple
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap8.3%
Model readLeans yes
Photo 07Kitten in Bread
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap54.2%
Model readLeans no
Photo 08Hamburger
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap27.0%
Model readLeans yes
Photo 09Hashbrown Sandwich
google/gemini-3.1-flash-lite-preview99.0% yes1.0% no
Gap39.6%
Model readLeans yes
Photo 10Hot Dog
google/gemini-3.1-flash-lite-preview39.0% yes61.0% no
Gap0.8%
Model readLeans no
Photo 11Pickle Sandwich
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap65.6%
Model readLeans no
Photo 12Avocado Tea
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Photo 13Panini
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Photo 14Cookie PB
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap51.5%
Model readLeans no
Photo 15Chicken Wrap
google/gemini-3.1-flash-lite-preview73.0% yes27.0% no
Gap50.4%
Model readLeans yes
Photo 16Waffle Ice Cream
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap33.7%
Model readLeans yes
Photo 17Sloppy Joe
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap20.6%
Model readLeans yes
Photo 18Cigarette Sandwich
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap29.8%
Model readLeans no
Photo 19KFC Double Down
google/gemini-3.1-flash-lite-preview0.0% yes100.0% no
Gap55.7%
Model readLeans no
Photo 20Bagel PB&J
google/gemini-3.1-flash-lite-preview100.0% yes0.0% no
Gap53.4%
Model readLeans yes
| Photo | Vote SplitHuman response | Gap | Read |
|---|---|---|---|
Photo 01Bacon Lettuce Tomato | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 3.7%absolute gap | Leans yesPeople mostly said yes |
Photo 02Dodge Van | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 7.0%absolute gap | Leans noPeople mostly said no |
Photo 03Sub Sandwich | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 5.5%absolute gap | Leans yesPeople mostly said yes |
Photo 04Sandwich Costume | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 40.9%absolute gap | Leans noHuman knife-edge |
Photo 05Grilled Cheese | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 4.4%absolute gap | Leans yesPeople mostly said yes |
Photo 06Grilled Cheese Pineapple | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 8.3%absolute gap | Leans yesPeople mostly said yes |
Photo 07Kitten in Bread | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 54.2%absolute gap | Leans noHuman knife-edge |
Photo 08Hamburger | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 27.0%absolute gap | Leans yesSplit concept |
Photo 09Hashbrown Sandwich | google/gemini-3.1-flash-lite-preview 99.0% yes1.0% no | 39.6%absolute gap | Leans yesHuman knife-edge |
Photo 10Hot Dog | google/gemini-3.1-flash-lite-preview 39.0% yes61.0% no | 0.8%absolute gap | Leans noSplit concept |
Photo 11Pickle Sandwich | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 65.6%absolute gap | Leans noSplit concept |
Photo 12Avocado Tea | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 7.2%absolute gap | Leans yesPeople mostly said yes |
Photo 13Panini | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 7.6%absolute gap | Leans yesPeople mostly said yes |
Photo 14Cookie PB | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 51.5%absolute gap | Leans noHuman knife-edge |
Photo 15Chicken Wrap | google/gemini-3.1-flash-lite-preview 73.0% yes27.0% no | 50.4%absolute gap | Leans yesSplit concept |
Photo 16Waffle Ice Cream | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 33.7%absolute gap | Leans yesSplit concept |
Photo 17Sloppy Joe | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 20.6%absolute gap | Leans yesSplit concept |
Photo 18Cigarette Sandwich | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 29.8%absolute gap | Leans noSplit concept |
Photo 19KFC Double Down | google/gemini-3.1-flash-lite-preview 0.0% yes100.0% no | 55.7%absolute gap | Leans noHuman knife-edge |
Photo 20Bagel PB&J | google/gemini-3.1-flash-lite-preview 100.0% yes0.0% no | 53.4%absolute gap | Leans yesHuman knife-edge |