Model breakdown
Amazonamazon/nova-lite-v1
Profile
Nova LiteAmazon
Release
2024-12-03Available on OpenRouter
Specs
Not publicly disclosed300,000 tokens
Capabilities
Text + ImageLow-cost multimodal understanding for enterprise workloads
Training
Not publicly disclosedAmazon AI
Rank#44
-962.4alignment score
71.4%crowd match
Mean gap28.6%
Human match71.4%
Best fitBacon Lettuce Tomato
Average vote66.4%
66.4%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
3.4Mtokens
Photo-by-photo

Model Results

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

Dodge Van
Photo 02Dodge Van
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
Gap7.0%
Model readLeans no
Sub Sandwich
Photo 03Sub Sandwich
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
Gap40.9%
Model readLeans no
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Amazonamazon/nova-lite-v1
18.0% yes82.0% no
Gap36.2%
Model readLeans no
Hamburger
Photo 08Hamburger
Amazonamazon/nova-lite-v1
97.0% yes3.0% no
Gap24.0%
Model readLeans yes
Hot Dog
Photo 10Hot Dog
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
Gap39.8%
Model readLeans no
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap34.4%
Model readLeans yes
Avocado Tea
Photo 12Avocado Tea
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Panini
Photo 13Panini
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Cookie PB
Photo 14Cookie PB
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
Gap51.5%
Model readLeans no
Chicken Wrap
Photo 15Chicken Wrap
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap77.4%
Model readLeans yes
Amazonamazon/nova-lite-v1
3.0% yes97.0% no
Gap63.3%
Model readLeans no
Sloppy Joe
Photo 17Sloppy Joe
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
Gap20.6%
Model readLeans yes
Amazonamazon/nova-lite-v1
99.0% yes1.0% no
Gap43.3%
Model readLeans yes
Bagel PB&J
Photo 20Bagel PB&J
Amazonamazon/nova-lite-v1
99.0% yes1.0% no
Gap52.4%
Model readLeans yes
PhotoVote SplitHuman responseGapRead
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
3.7%absolute gap
Leans yesPeople mostly said yes
Dodge Van
Photo 02Dodge Van
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
7.0%absolute gap
Leans noPeople mostly said no
Sub Sandwich
Photo 03Sub Sandwich
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
5.5%absolute gap
Leans yesPeople mostly said yes
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
40.9%absolute gap
Leans noHuman knife-edge
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
4.4%absolute gap
Leans yesPeople mostly said yes
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
8.3%absolute gap
Leans yesPeople mostly said yes
Amazonamazon/nova-lite-v1
18.0% yes82.0% no
36.2%absolute gap
Leans noHuman knife-edge
Hamburger
Photo 08Hamburger
Amazonamazon/nova-lite-v1
97.0% yes3.0% no
24.0%absolute gap
Leans yesSplit concept
Amazonamazon/nova-lite-v1
93.0% yes7.0% no
33.6%absolute gap
Leans yesHuman knife-edge
Hot Dog
Photo 10Hot Dog
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
39.8%absolute gap
Leans noSplit concept
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
34.4%absolute gap
Leans yesSplit concept
Avocado Tea
Photo 12Avocado Tea
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
7.2%absolute gap
Leans yesPeople mostly said yes
Panini
Photo 13Panini
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
7.6%absolute gap
Leans yesPeople mostly said yes
Cookie PB
Photo 14Cookie PB
Amazonamazon/nova-lite-v1
0.0% yes100.0% no
51.5%absolute gap
Leans noHuman knife-edge
Chicken Wrap
Photo 15Chicken Wrap
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
77.4%absolute gap
Leans yesSplit concept
Amazonamazon/nova-lite-v1
3.0% yes97.0% no
63.3%absolute gap
Leans noSplit concept
Sloppy Joe
Photo 17Sloppy Joe
Amazonamazon/nova-lite-v1
100.0% yes0.0% no
20.6%absolute gap
Leans yesSplit concept
Amazonamazon/nova-lite-v1
19.0% yes81.0% no
10.8%absolute gap
Leans noSplit concept
Amazonamazon/nova-lite-v1
99.0% yes1.0% no
43.3%absolute gap
Leans yesHuman knife-edge
Bagel PB&J
Photo 20Bagel PB&J
Amazonamazon/nova-lite-v1
99.0% yes1.0% no
52.4%absolute gap
Leans yesHuman knife-edge
amazon/nova-lite-v1 Sandwich Benchmark Breakdown | opensandwich.ai