opensandwich.ai
Model breakdown
Kimi / Moonshotmoonshotai/kimi-k2.5
Profile
Kimi K2.5Moonshot
Release
2026-02-04Available on OpenRouter
Specs
Not publicly disclosed262,144 tokens
Capabilities
Text + ImageLong-context reasoning and developer workflows
Training
Not publicly disclosedMoonshot AI
Links
Lab pageModel page

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

Back To ModelsOpen Best FitOpen Biggest Miss
Rank#13
-618.1alignment score
77.4%crowd match
Mean gap22.6%
Human match77.4%
Best fitBacon Lettuce Tomato
Average vote62.6%
62.6%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
3.6Mtokens
Best fit3.7%
Bacon Lettuce Tomato

Bacon Lettuce Tomato

100.0%model yes
96.3%human yes
Biggest miss54.2%
Kitten in Bread

Kitten in Bread

0.0%model yes
54.2%human yes
Photo-by-photo

Model Results

Breaking down how close the model answered each question, compared to humans.

Dodge Van
Photo 02Dodge Van
Kimi / Moonshotmoonshotai/kimi-k2.5
0.0% yes100.0% no
Gap7.0%
Model readLeans no
Sub Sandwich
Photo 03Sub Sandwich
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Sandwich Costume
Photo 04Sandwich Costume
Kimi / Moonshotmoonshotai/kimi-k2.5
1.0% yes99.0% no
Gap39.9%
Model readLeans no
Grilled Cheese
Photo 05Grilled Cheese
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Kitten in Bread
Photo 07Kitten in Bread
Kimi / Moonshotmoonshotai/kimi-k2.5
0.0% yes100.0% no
Gap54.2%
Model readLeans no
Hamburger
Photo 08Hamburger
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap27.0%
Model readLeans yes
Hot Dog
Photo 10Hot Dog
Kimi / Moonshotmoonshotai/kimi-k2.5
10.0% yes90.0% no
Gap29.8%
Model readLeans no
Pickle Sandwich
Photo 11Pickle Sandwich
Kimi / Moonshotmoonshotai/kimi-k2.5
30.0% yes70.0% no
Gap35.6%
Model readLeans no
Avocado Tea
Photo 12Avocado Tea
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Panini
Photo 13Panini
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Cookie PB
Photo 14Cookie PB
Kimi / Moonshotmoonshotai/kimi-k2.5
36.0% yes64.0% no
Gap15.5%
Model readLeans no
Chicken Wrap
Photo 15Chicken Wrap
Kimi / Moonshotmoonshotai/kimi-k2.5
7.0% yes93.0% no
Gap15.6%
Model readLeans no
Waffle Ice Cream
Photo 16Waffle Ice Cream
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap33.7%
Model readLeans yes
Sloppy Joe
Photo 17Sloppy Joe
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap20.6%
Model readLeans yes
KFC Double Down
Photo 19KFC Double Down
Kimi / Moonshotmoonshotai/kimi-k2.5
72.0% yes28.0% no
Gap16.3%
Model readLeans yes
Bagel PB&J
Photo 20Bagel PB&J
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
Gap53.4%
Model readLeans yes
PhotoVote SplitHuman responseGapRead
Bacon Lettuce Tomato
Photo 01Bacon Lettuce Tomato
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
3.7%absolute gap
Leans yesPeople mostly said yes
Dodge Van
Photo 02Dodge Van
Kimi / Moonshotmoonshotai/kimi-k2.5
0.0% yes100.0% no
7.0%absolute gap
Leans noPeople mostly said no
Sub Sandwich
Photo 03Sub Sandwich
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
5.5%absolute gap
Leans yesPeople mostly said yes
Sandwich Costume
Photo 04Sandwich Costume
Kimi / Moonshotmoonshotai/kimi-k2.5
1.0% yes99.0% no
39.9%absolute gap
Leans noHuman knife-edge
Grilled Cheese
Photo 05Grilled Cheese
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
4.4%absolute gap
Leans yesPeople mostly said yes
Grilled Cheese Pineapple
Photo 06Grilled Cheese Pineapple
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
8.3%absolute gap
Leans yesPeople mostly said yes
Kitten in Bread
Photo 07Kitten in Bread
Kimi / Moonshotmoonshotai/kimi-k2.5
0.0% yes100.0% no
54.2%absolute gap
Leans noHuman knife-edge
Hamburger
Photo 08Hamburger
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
27.0%absolute gap
Leans yesSplit concept
Hashbrown Sandwich
Photo 09Hashbrown Sandwich
Kimi / Moonshotmoonshotai/kimi-k2.5
97.0% yes3.0% no
37.6%absolute gap
Leans yesHuman knife-edge
Hot Dog
Photo 10Hot Dog
Kimi / Moonshotmoonshotai/kimi-k2.5
10.0% yes90.0% no
29.8%absolute gap
Leans noSplit concept
Pickle Sandwich
Photo 11Pickle Sandwich
Kimi / Moonshotmoonshotai/kimi-k2.5
30.0% yes70.0% no
35.6%absolute gap
Leans noSplit concept
Avocado Tea
Photo 12Avocado Tea
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
7.2%absolute gap
Leans yesPeople mostly said yes
Panini
Photo 13Panini
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
7.6%absolute gap
Leans yesPeople mostly said yes
Cookie PB
Photo 14Cookie PB
Kimi / Moonshotmoonshotai/kimi-k2.5
36.0% yes64.0% no
15.5%absolute gap
Leans noHuman knife-edge
Chicken Wrap
Photo 15Chicken Wrap
Kimi / Moonshotmoonshotai/kimi-k2.5
7.0% yes93.0% no
15.6%absolute gap
Leans noSplit concept
Waffle Ice Cream
Photo 16Waffle Ice Cream
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
33.7%absolute gap
Leans yesSplit concept
Sloppy Joe
Photo 17Sloppy Joe
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
20.6%absolute gap
Leans yesSplit concept
Cigarette Sandwich
Photo 18Cigarette Sandwich
Kimi / Moonshotmoonshotai/kimi-k2.5
0.0% yes100.0% no
29.8%absolute gap
Leans noSplit concept
KFC Double Down
Photo 19KFC Double Down
Kimi / Moonshotmoonshotai/kimi-k2.5
72.0% yes28.0% no
16.3%absolute gap
Leans yesHuman knife-edge
Bagel PB&J
Photo 20Bagel PB&J
Kimi / Moonshotmoonshotai/kimi-k2.5
100.0% yes0.0% no
53.4%absolute gap
Leans yesHuman knife-edge
moonshotai/kimi-k2.5 Sandwich Benchmark Breakdown | opensandwich.ai