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  4. Nova 2 Lite
Amazon
Released October 29, 2025

Nova 2 Lite

Amazon Nova 2 Lite is a proprietary foundation model with 1M-token context, extended thinking, multimodal input, document and video understanding, and fine-tuning support.

Visit AmazonAnnouncement
Inputs
Text
Image
Video
File
Outputs
Text

Model Overview

Capabilities, design details, and architectural traits

Nova 2 Lite - Reasoning foundation model

Nova 2 Lite is Amazon’s proprietary foundation model for production-scale agentic workflows, combining extended thinking with multimodal understanding and long-context processing.

Defining Characteristics

  • 1 million-token context window: AWS documents Nova 2 Lite as supporting a 1M-token context, enabling very large prompts and multi-step agent loops.
  • Extended thinking with three intensity levels: The model supports extended thinking and three-level intensity control to trade off speed and depth of reasoning.
  • Multimodal input support: Official docs list text, image, video, and document inputs, with outputs centered on text generation.
  • Document and video understanding: AWS highlights improved PDF, spreadsheet, table, chart, and multi-page document processing, plus stronger temporal video analysis.

Benchmark Performance

Independent evaluations · Artificial Analysis

20.8%
Intelligence
23.0%
Coding Index
3.1%
Agentic Index

Accuracy & Capability Details

GPQA - Graduate Science81.1%
Humanity's Last Exam11.6%
SciCode - Scientific Coding36.9%
Instruction Following70.7%
Long Context Reasoning58.7%
τ²-Bench - Agentic Tasks72.8%
TerminalBench - System Control16.7%
Specs
Context window
1Mtokens
Input pricing
$0.30per 1M tokens
Output pricing
$2.50per 1M tokens

Prices in USD.

Key Capabilities & Ratings

Advanced Math90%
Legal & E-Discovery80%
Video80%
Scientific Biology80%
Financial Analysis80%

Compare Models Side-by-Side

Evaluate specifications, pricing, and independent benchmark indices

Model Details
General Info
ProviderAmazonAnthropicAnthropic
Release DateOctober 29, 2025July 24, 2026June 9, 2026
Knowledge Cutoff-May 2026-
Context & Limits
Context Window1M1M1M
Pricing (per 1M tokens)
Input Pricing
$0.30
Best Input Pricing
$5$10
Output Pricing
$2.50
Best Output Pricing
$25$50
Modalities
Inputs
textimagevideofile
textimage
textimagefile
Outputs
text
text
text
Benchmarks (0-100)
Intelligence Index18.0
63.1
Best Intelligence Index
62.1
Coding Index-
78.0
Best Coding Index
76.5
Agentic Index-
59.2
Best Agentic Index
56.6
Nova 2 Lite
Claude Opus 5
Claude Fable 5

GPQA Benchmark

Graduate-level reasoning and expert Q&A evaluation.

70%
Nova 2 Lite
GPQA Benchmark
Score: 70%
Nova 2 Lite
93%
Claude Opus 5
GPQA Benchmark
Score: 93%
Claude Opus 5
93%
Claude Fable 5
GPQA Benchmark
Score: 93%
Claude Fable 5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

4%
Nova 2 Lite
Humanity's Last Exam
Score: 4%
Nova 2 Lite
55%
Claude Opus 5
Humanity's Last Exam
Score: 55%
Claude Opus 5
56%
Claude Fable 5
Humanity's Last Exam
Score: 56%
Claude Fable 5

Long Context Reasoning

Logical reasoning over long context windows.

55%
Nova 2 Lite
Long Context Reasoning
Score: 55%
Nova 2 Lite
76%
Claude Opus 5
Long Context Reasoning
Score: 76%
Claude Opus 5
77%
Claude Fable 5
Long Context Reasoning
Score: 77%
Claude Fable 5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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