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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
300K
Modalities
image, text, video

Capability Radar

22
general
16
coding
22
reasoning
25
science
70
agents
90
multimodal

Rankings

Domain#RankScoreSource
Code Ranking479
14.0
AA
General Ranking466
26.0
AA
Science489
23.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

MM-Mind2Web60.7%SR

Biology

GPQANYU + Cohere + Anthropic (2023)42.0%SR

Code

HumanEvalOpenAI (2021)85.4%SR

Economics

FinQA73.6%SR
CRAG43.8%SR

Finance

MMLU80.5%SR

Frontend Development

VisualWebBench77.7%SR

General

ARC-C92.4%SR
IFEvalGoogle Research (2023)89.7%SR
BFCL66.6%SR
MMMU56.2%SR

Grounding

GroundUI-1K80.2%SR

Image To Text

DocVQADocVQA (2020)92.4%SR
TextVQA80.2%SR

Language

Translation Set1→en COMET2288.8%SR
Translation en→Set1 COMET2288.8%SR
BBH82.4%SR
VATEX77.8%SR
Translation Set1→en spBleu43.1%SR
Translation en→Set1 spBleu41.5%SR
SQuALITY19.2%SR

Long Context

EgoSchema71.4%SR
LVBench40.4%SR

Math

GSM8k94.5%SR
DROP80.2%SR
MATH73.3%SR

Multimodal

ChartQAMasry et al. (2022)86.8%SR

AA Evaluation Indices

(Artificial Analysis)
Math Index(Artificial Analysis)
7.0
Intelligence Index(Artificial Analysis)
6.7
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))
0.8
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
0.6
Gpqa(NYU + Cohere + Anthropic (2023))
0.4
Ifbench(Google Research (2023))
0.3
Lcr(Artificial Analysis)
0.2
Tau2(Sierra + U Toronto + Vector Institute (2025))
0.2
Livecodebench(UC Berkeley + MIT + Cornell (2024))
0.2
Scicode(UIUC + Argonne National Lab (2024))
0.1
Aime(MAA (Mathematical Association of America))
0.1
Aime 25(MAA (Mathematical Association of America))
0.1
Hle(Center for AI Safety + Scale AI (2025))
0.0
Terminalbench Hard(Stanford × Laude Institute (2026))
0.0

LLM Stats Category Scores

(LLM Stats (zeroeval))
Structured Output
90
Image To Text
90
Instruction Following
90
Code
90
Legal
80
Math
80
Multimodal
70
Reasoning
70
Finance
70
General
70
Healthcare
70
Tool Calling
70
Vision
70
Language
60
Frontend Development
60
Agents
60
Economics
60
Long Context
40
Physics
40
Search
40
Biology
40
Chemistry
40
Summarization
20

Pricing

Input Price$0.06 / 1M tokens
Output Price$0.24 / 1M tokens
Blended Price (3:1)$0.105 / 1M tokens
Cache Read Price$0.015 / 1M tokens

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

Provider Price Ranking

5 providers

Cheapest: NanoGPTMost Expensive: Amazon Bedrock
ProviderInputOutput
1NanoGPTCheapest
$0.0595
$0.238
2AmazonPRIMARY
$0.06
$0.24
3OpenRouter
$0.06
$0.24
4Kilo Gateway
$0.06
$0.24
5Amazon Bedrock
$0.06
$0.24

Compare pricing across different API providers for this model.

External Sources