Rank#44
-925.9alignment score
72.3%crowd match
Model breakdown
openai/gpt-5.3-codex
Mean gap27.7%
Human match72.3%
Best fitBacon Lettuce Tomato
Average vote72.3%
72.3%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
1.9Mtokens
Photo-by-photo
Model Results
Breaking down how close the model answered each question, compared to humans.
Photo 01Bacon Lettuce Tomato
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap3.7%
Model readLeans yes
Photo 02Dodge Van
openai/gpt-5.3-codex
0.0% yes100.0% no
Gap7.0%
Model readLeans no
Photo 03Sub Sandwich
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Photo 04Sandwich Costume
openai/gpt-5.3-codex
0.0% yes100.0% no
Gap40.9%
Model readLeans no
Photo 05Grilled Cheese
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Photo 06Grilled Cheese Pineapple
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap8.3%
Model readLeans yes
Photo 07Kitten in Bread
openai/gpt-5.3-codex
3.0% yes97.0% no
Gap51.2%
Model readLeans no
Photo 08Hamburger
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap27.0%
Model readLeans yes
Photo 09Hashbrown Sandwich
openai/gpt-5.3-codex
81.0% yes19.0% no
Gap21.6%
Model readLeans yes
Photo 10Hot Dog
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap60.2%
Model readLeans yes
Photo 11Pickle Sandwich
openai/gpt-5.3-codex
52.0% yes48.0% no
Gap13.6%
Model readLeans yes
Photo 12Avocado Tea
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Photo 13Panini
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Photo 14Cookie PB
openai/gpt-5.3-codex
93.0% yes7.0% no
Gap41.5%
Model readLeans yes
Photo 15Chicken Wrap
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap77.4%
Model readLeans yes
Photo 16Waffle Ice Cream
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap33.7%
Model readLeans yes
Photo 17Sloppy Joe
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap20.6%
Model readLeans yes
Photo 18Cigarette Sandwich
openai/gpt-5.3-codex
15.0% yes85.0% no
Gap14.8%
Model readLeans no
Photo 19KFC Double Down
openai/gpt-5.3-codex
2.0% yes98.0% no
Gap53.7%
Model readLeans no
Photo 20Bagel PB&J
openai/gpt-5.3-codex
100.0% yes0.0% no
Gap53.4%
Model readLeans yes
| Photo | Vote SplitHuman response | Gap | Read |
|---|---|---|---|
Photo 01Bacon Lettuce Tomato | openai/gpt-5.3-codex 100.0% yes0.0% no | 3.7%absolute gap | Leans yesPeople mostly said yes |
Photo 02Dodge Van | openai/gpt-5.3-codex 0.0% yes100.0% no | 7.0%absolute gap | Leans noPeople mostly said no |
Photo 03Sub Sandwich | openai/gpt-5.3-codex 100.0% yes0.0% no | 5.5%absolute gap | Leans yesPeople mostly said yes |
Photo 04Sandwich Costume | openai/gpt-5.3-codex 0.0% yes100.0% no | 40.9%absolute gap | Leans noHuman knife-edge |
Photo 05Grilled Cheese | openai/gpt-5.3-codex 100.0% yes0.0% no | 4.4%absolute gap | Leans yesPeople mostly said yes |
Photo 06Grilled Cheese Pineapple | openai/gpt-5.3-codex 100.0% yes0.0% no | 8.3%absolute gap | Leans yesPeople mostly said yes |
Photo 07Kitten in Bread | openai/gpt-5.3-codex 3.0% yes97.0% no | 51.2%absolute gap | Leans noHuman knife-edge |
Photo 08Hamburger | openai/gpt-5.3-codex 100.0% yes0.0% no | 27.0%absolute gap | Leans yesSplit concept |
Photo 09Hashbrown Sandwich | openai/gpt-5.3-codex 81.0% yes19.0% no | 21.6%absolute gap | Leans yesHuman knife-edge |
Photo 10Hot Dog | openai/gpt-5.3-codex 100.0% yes0.0% no | 60.2%absolute gap | Leans yesSplit concept |
Photo 11Pickle Sandwich | openai/gpt-5.3-codex 52.0% yes48.0% no | 13.6%absolute gap | Leans yesSplit concept |
Photo 12Avocado Tea | openai/gpt-5.3-codex 100.0% yes0.0% no | 7.2%absolute gap | Leans yesPeople mostly said yes |
Photo 13Panini | openai/gpt-5.3-codex 100.0% yes0.0% no | 7.6%absolute gap | Leans yesPeople mostly said yes |
Photo 14Cookie PB | openai/gpt-5.3-codex 93.0% yes7.0% no | 41.5%absolute gap | Leans yesHuman knife-edge |
Photo 15Chicken Wrap | openai/gpt-5.3-codex 100.0% yes0.0% no | 77.4%absolute gap | Leans yesSplit concept |
Photo 16Waffle Ice Cream | openai/gpt-5.3-codex 100.0% yes0.0% no | 33.7%absolute gap | Leans yesSplit concept |
Photo 17Sloppy Joe | openai/gpt-5.3-codex 100.0% yes0.0% no | 20.6%absolute gap | Leans yesSplit concept |
Photo 18Cigarette Sandwich | openai/gpt-5.3-codex 15.0% yes85.0% no | 14.8%absolute gap | Leans noSplit concept |
Photo 19KFC Double Down | openai/gpt-5.3-codex 2.0% yes98.0% no | 53.7%absolute gap | Leans noHuman knife-edge |
Photo 20Bagel PB&J | openai/gpt-5.3-codex 100.0% yes0.0% no | 53.4%absolute gap | Leans yesHuman knife-edge |