Nova Lite
AmazonAmazonProprietary
Description
A low-cost multimodal model that is lightning fast for processing images, video, documents, and text.
Release Date
2024-12-03
Parameters
—
Context Length
—
Modalities
image, text
Capability Radar
25
general
10
coding
22
reasoning
25
scienceest.
70
agents
90
multimodal
Science uses a reasoning proxy when dedicated science benchmarks are unavailable.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Agents & Tools | 39 | 61.0 | LS |
| Code Ranking | 411 | 12.0 | AA |
| General Ranking | 381 | 28.0 | AA |
| Math Reasoning | 299 | 22.0 | AA |
| Multimodal Ranking | 17 | 86.0 | LS |
| Science | 396 | 24.0 | AA |
Benchmark Scores (LLM Stats)
Agents
MM-Mind2Web
60.7%SR
Biology
GPQA
42.0%SR
Code
HumanEval
85.4%SR
Economics
FinQA
73.6%SR
CRAG
43.8%SR
Finance
MMLU
80.5%SR
Frontend Development
VisualWebBench
77.7%SR
General
ARC-C
92.4%SR
IFEval
89.7%SR
BFCL
66.6%SR
MMMU
56.2%SR
Grounding
GroundUI-1K
80.2%SR
Image To Text
DocVQA
92.4%SR
TextVQA
80.2%SR
Language
Translation Set1→en COMET22
88.8%SR
Translation en→Set1 COMET22
88.8%SR
BBH
82.4%SR
VATEX
77.8%SR
Translation Set1→en spBleu
43.1%SR
Translation en→Set1 spBleu
41.5%SR
SQuALITY
19.2%SR
Long Context
EgoSchema
71.4%SR
LVBench
40.4%SR
Math
GSM8k
94.5%SR
DROP
80.2%SR
MATH
73.3%SR
Multimodal
ChartQA
86.8%SR
AA Evaluation Indices
Intelligence Index12.7
Math Index7.0
Coding Index5.1
Math 5000.8
Mmlu Pro0.6
Gpqa0.4
Ifbench0.3
Lcr0.2
Tau20.2
Livecodebench0.2
Scicode0.1
Aime0.1
Aime 250.1
Hle0.0
Terminalbench Hard0.0
LLM Stats Category Scores
Structured Output90
Code90
Image To Text90
Instruction Following90
Legal80
Math80
Tool Calling70
Vision70
Finance70
General70
Healthcare70
Multimodal70
Reasoning70
Agents60
Economics60
Frontend Development60
Language60
Biology40
Chemistry40
Long Context40
Physics40
Search40
Summarization20
Pricing
Input Price$0.06 / 1M tokens
Output Price$0.24 / 1M tokens
Blended Price (3:1)$0.105 / 1M tokens
Speed
Tokens/sec186.0 tokens/s
Time to First Token0.66s
Time to Answer0.66s
Available Providers
(LS internal units)No provider data available