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amazon · Efficient

Amazon Nova 2 Lite

Added Jan 1, 2024

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Use in the app

A fast, cost-effective reasoning model with 1M token context. Supports extended thinking with adjustable depth levels and built-in web grounding and code interpreter tools.

Input
Text
Output
Text
Discovery tier
Efficient

Pricing

USD per 1M tokens
Input
$0.51
Output
$4.25

Reference prices as published by the model provider. API example

Specifications

Context window
1M
Max output
65.5K

Side by side

Amazon Nova 2 Lite compared

Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.

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Amazon Nova 2 LiteamazonThis modelMistral Code Agent LatestMistralRemove
ProvideramazonMistral
Discovery tierEfficientOpen weights
AddedJan 1, 2024Jun 2, 2026
Limits
Context window1MBest262.14K
Max output65.54KBest32.77K
Average output—316 tokens
Pricing, USD per 1M tokens
Input$0.51$0.40Best
Output$4.25$2.00Best
Performance
Request success (24h)—100.0%
Benchmark indexes
Intelligence Index8.7Best8.6
Coding Index—31.3
Math Index33.736.7Best
Capabilities
ToolsNoYes
Structured outputNoYes
Reasoning effort——

Public evaluations

Benchmarks

Independent evaluation results, with how each score ranks among the models in the Noumen catalog.

  • Amazon Nova 2 Lite
  • Mistral Code Agent Latest

Intelligence Index

  • Amazon Nova 2 Lite8.7
  • Mistral Code Agent Latest8.6

Amazon Nova 2 Lite: Better than 15% of 326 scored models

3.8Catalog models by score55.1

Indexes

  • Coding Index

    Composite of the coding evaluations

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 31.3

  • Math Index

    Composite of the math evaluations

    • Amazon Nova 2 Lite: 33.7
    • Mistral Code Agent Latest: 36.7Top

Agentic work

  • AutomationBench-AA

    Workflow automation, penalized for guardrail violations

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 3.1%

  • AutomationBench-AA tasks completed

    Workflows finished end to end without a guardrail violation

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 0.0%

  • AA-Briefcasev1.1

    Agentic knowledge work, rated head to head

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 482 Elo

  • GDPval-AAv2.1

    Economically valuable occupational tasks, rated head to head

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 544 Elo

Document reasoning

  • GDP.pdf

    Professional reasoning over PDF documents, all-pass rate

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 2.4%

  • AA-LCRv1.1

    Reasoning across long documents

    • Amazon Nova 2 Lite: 18.7%
    • Mistral Code Agent Latest: 32.3%Top

Reasoning and knowledge

  • Humanity’s Last Exam

    Expert-level questions across academic fields

    • Amazon Nova 2 Lite: 2.9%
    • Mistral Code Agent Latest: 3.6%Top

  • GPQA Diamond

    Graduate-level science questions

    • Amazon Nova 2 Lite: 60.3%Top
    • Mistral Code Agent Latest: 59.4%

  • MMLU-Pro

    Multi-subject knowledge and reasoning

    • Amazon Nova 2 Lite: 74.3%
    • Mistral Code Agent Latest: 76.2%Top

  • IFBench

    Following precise output instructions

    • Amazon Nova 2 Lite: 40.5%Top
    • Mistral Code Agent Latest: 38.1%

Coding

  • Terminal-Benchv4.0

    Practical software engineering in a terminal

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 0.0%

  • SciCode

    Scientific computing in Python

    • Amazon Nova 2 Lite: —
    • Mistral Code Agent Latest: 32.8%

  • LiveCodeBench

    Recent competitive programming problems

    • Amazon Nova 2 Lite: 34.6%
    • Mistral Code Agent Latest: 44.8%Top

Math

  • AIME 2025

    Competition mathematics, 2025 problems

    • Amazon Nova 2 Lite: 33.7%
    • Mistral Code Agent Latest: 36.7%Top

Legacy evaluations

  • Terminal-Bench Hard

    Earlier terminal task suite

    • Amazon Nova 2 Lite: 6.8%
    • Mistral Code Agent Latest: 18.9%Top

  • τ²-Bench Telecom

    Tool use in a customer-support simulation

    • Amazon Nova 2 Lite: 62.0%Top
    • Mistral Code Agent Latest: 24.9%

  • AA-LCR (unversioned)

    Long-context reasoning, earlier grading

    • Amazon Nova 2 Lite: 18.7%
    • Mistral Code Agent Latest: 32.3%Top

Scores from Artificial Analysis, updated Oct 26, 2026. Artificial Analysis

Developers

Use it through the API

Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.

Read the quickstart
curl https://www.noumen.xyz/api/v1/chat/completions \
  -H "Authorization: Bearer $NOUMEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "amazon/nova-2-lite-v1",
    "messages": [{ "role": "user", "content": "Explain this stack trace." }]
  }'
import os
from openai import OpenAI

client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
    model="amazon/nova-2-lite-v1",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

amazon

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