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Head-to-Head Model Comparison

Amazon Nova Premier vs Amazon Nova Pro

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Revisado pela equipe de pesquisa do GetInfoUsÚltima revisão: October 2026Política editorial
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Related topics (12)
AI CompareAI BenchmarkToken PricingModel CostModel SpecsSWE-bench CodingModel VersusWhich AI ModelLLM Speed & LatencyReasoning ModelsExtended ThinkingPrompt Caching ROI
Amazon Nova Premier vs Amazon Nova Pro: Benchmarks, Pricing & Speed Comparison

Amazon Nova Premier da Amazon e Amazon Nova Pro da Amazon são dois modelos de IA de destaque. O Amazon Nova Premier oferece uma janela de contexto de 1M tokens a $2.00/$8.00 por milhão de tokens, enquanto o Amazon Nova Pro oferece 300K tokens de contexto a $0.80/$3.20 por milhão de tokens. Veja abaixo a comparação completa de benchmarks, latência e custos.

Comparação Direta (VS)

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Amazon

Amazon Nova Premier

Modelo Principal de Fronteira

O Amazon Nova Premier da Amazon é um modelo de IA projetado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, oferecendo janela de contexto de 1M, velocidade de 75 tokens/s, índice de inteligência de 87/10

Intelligence Index87 / 100
Input Token:

$2.00 / 1M

Output Token:

$8.00 / 1M

Context Window:

1M tokens

SWE-bench Verified:

55%

Amazon

Amazon Nova Pro

Modelo Principal de Fronteira

O Amazon Nova Pro da Amazon é um modelo de IA projetado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, oferecendo janela de contexto de 300K, velocidade de 85 tokens/s, índice de inteligência de 82/100

Intelligence Index82 / 100
Input Token:

$0.80 / 1M

Output Token:

$3.20 / 1M

Context Window:

300K tokens

SWE-bench Verified:

N/A

Principais Diferenças em Resumo

  • Amazon Nova Pro is 2.5x cheaper for API usage (input + output tokens combined).
  • Amazon Nova Premier has a larger context window (1M vs 300K tokens).
  • Amazon Nova Pro is faster at 85 tok/s vs 75 tok/s.
Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →
FeatureAmazon Nova PremierAmazon Nova Pro
Intelligence Index
Composite reasoning & knowledge score (0-100)
8782
Provider
AmazonAmazon
Input Price
Cost per million input tokens
$2.00 / 1M$0.80 / 1M
Output Price
Cost per million output tokens
$8.00 / 1M$3.20 / 1M
Blended Price
Weighted 7:2:1 cache:input:output per 1M
$1.55 / 1M$0.62 / 1M
Context Window
Maximum input + output tokens
1M tokens~1,500 A4 pages of text300K tokens~450 A4 pages of text
Max Output Tokens
Per single request
16K8K
Throughput Speed
Tokens generated per second
75 tok/s85 tok/s
SWE-bench Verified
Real-world software engineering
55%N/A
GPQA Diamond
Graduate-level reasoning
68%62%
Cached Input Price
Prompt caching discount per 1M tokens
$0.50 / 1M$0.20 / 1M

Quem vence em cada categoria?

At-a-glance decision framework
Coding

Evaluations ongoing

Cost
Amazon Nova Pro
2.5x cheaper monthly runtime
Speed
Amazon Nova Pro
+13% faster generation
Context
Amazon Nova Premier
1M tokens window

Pontuações de Benchmarks Verificadas

Official evaluation metrics verified by independent third-party research labs.

Amazon Nova PremierAmazon Nova Pro
SWE-bench Verified (Autonomous Coding)

Industry benchmark evaluating real-world GitHub issue resolution and multi-file debugging.

55%vsN/A
GPQA Diamond (Doctorate-Level Science & Math)

Challenging questions created by domain experts to test complex PhD-level reasoning.

68%vs62%
MMLU-Pro (Multi-task Language Understanding)

Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.

84%vs79%
LMSYS Chatbot Arena Elo

Crowdsourced human preference evaluation based on blind, head-to-head model battles.

1385ptsvs1330pts
Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

75 tok/s vs85 tok/s

Latência e Tempo de Resposta

Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.

Time to First Token (TTFT)Lower is better
Amazon Nova Premier0.58s
Amazon Nova Pro0.44s
Est. End-to-End Response (500 tokens)TTFT + generation time
Amazon Nova Premier7.25s
Amazon Nova Pro6.32s

Simulador Interativo de Custo de Tokens

Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.

100K / day
10K500K1M
30K / day
5K150K300K
50% cached
0% (Cold)50%90% (Warm)
Amazon Nova Premier Monthly API Bill
$10.95 / month
$2/1M in · $8/1M out
Amazon Nova Pro Monthly API Bill
$4.38 / month
$0.8/1M in · $3.2/1M out
Amazon Nova Pro saves approximately $6.57 / month (60%) under this workload.2.5x Savings

Amazon Nova Premier · Strengths & Key Advantages

  • Janela de contexto de 1M com limite máximo de saída de 16K tokens (SWE-bench Verified 55% · GPQA Diamond 68%)
  • Taxa de transferência rápida de 75 tokens/segundo com latência inicial (TTFT) de 580 ms
  • Economia de API competitiva ($2/$8 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas
Considerations & Trade-offs
  • Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
  • Para alto volume de requisições, recomenda-se ativar o cache de prompts e a Batch API para reduzir custos

Amazon Nova Pro · Strengths & Key Advantages

  • Janela de contexto de 300K com limite máximo de saída de 8K tokens (GPQA Diamond 62% · MMLU-Pro 79%)
  • Taxa de transferência rápida de 85 tokens/segundo com latência inicial (TTFT) de 440 ms
  • Economia de API competitiva ($0.8/$3.2 por 1M de tokens) com suporte a cache de prompts e saídas JSON estruturadas
Considerations & Trade-offs
  • Modelo proprietário em nuvem; não permite download dos pesos para execução local offline
  • Em derivações científicas extremas, modelos pesados dedicados exclusivamente ao raciocínio oferecem maior profundidade

Token Use & Task Economics

Estimated cost and token consumption to complete one representative agentic task.

MetricAmazon Nova PremierAmazon Nova Pro
Cost per Task
Estimated USD to finish one task
$0.35$0.16
Output Tokens / Task
Tokens generated per task
25K18K
Reasoning Tokens / Task
Thinking tokens burned per task
8K4K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

FeatureAmazon Nova PremierAmazon Nova Pro
Official API Model ID (SDK)nova-premiernova-pro
API ProtocolAmazon REST API (OpenAI-Compatible)Amazon REST API (OpenAI-Compatible)
Release Date2025-042024-12
Knowledge CutoffJanuary 2025October 2024
ArchitectureFrontier Multimodal Enterprise TransformerEnterprise Multimodal Foundation Transformer
ParametersConfidentialConfidential
Enterprise Rate Limits (RPM / TPM)5,000 – 15,000 RPM (Production Tier) · 4,000,000 – 10,000,000 TPM5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)Flat rate ($2/1M in) across full 1000K windowFlat rate ($0.8/1M in) across full 300K window
Prompt Cache Policy & TTLCached input at $0.5/1M tokensCached input at $0.2/1M tokens
Computer Use / GUI AgentSupported (Screen coordinate grounding, browser & desktop GUI action loops)Supported (Screen coordinate grounding, browser & desktop GUI action loops)
MCP & Parallel Tool CallingNative MCP Client/Server ready · Parallel function calling · 100% Strict JSON SchemaNative MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & SandboxSupported via external Tavily/Exa Search & E2B/Docker Sandbox toolsSupported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning SupportAPI Prompt Engineering & RAG DistillationAPI Prompt Engineering & RAG Distillation
Multimodal Token BillingText BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) · Video (~258–300 tokens/sec)Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) · Video (~258–300 tokens/sec)
Quantization & Min GPU VRAMCloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)
Safety & Frontier ClassificationAmazon Production Safety & Alignment VerifiedAmazon Production Safety & Alignment Verified
Enterprise Compliance (ZDR/HIPAA/SOC2)SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise TierSOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalitiestext, vision, videotext, vision, video
Output Modalitiestexttext

Amazon Nova Premier vs Amazon Nova Pro: Respostas Rápidas (FAQ)

Which is more intelligent, Amazon Nova Premier or Amazon Nova Pro?

Amazon Nova Premier is more intelligent. It scores 87 compared with 82 on the composite Intelligence Index.

Which model is faster?

Amazon Nova Pro is faster, generating 85 tokens per second compared with 75 tokens per second.

Which model is cheaper to run?

Amazon Nova Pro is cheaper at $0.62 per 1M tokens blended, compared with $1.55 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Amazon Nova Pro has lower latency, with a time to first token of 0.44s compared with 0.58s.

Which model has a larger context window?

Amazon Nova Premier has a larger context window, supporting 1M tokens compared with 300K tokens.

Veredito

Tanto Amazon Nova Premier (Indicado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, arquiteturas RAG corporativas e integração escalável via API.) quanto Amazon Nova Pro (Indicado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, arquiteturas RAG corporativas e integração escalável via API.) entregam excelente desempenho: Amazon Nova Premier lidera em inteligência geral e programação, Amazon Nova Pro oferece geração mais rápida e Amazon Nova Pro apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, Amazon Nova Premier ou Amazon Nova Pro?+

Nas avaliações de inteligência e código, Amazon Nova Premier leva vantagem. Confira os gráficos SWE-bench e GPQA acima para detalhes.

Qual modelo tem a API mais barata, Amazon Nova Premier ou Amazon Nova Pro?+

O Amazon Nova Premier custa $2.00 / $8.00 por 1M de tokens (entrada/saída) e o Amazon Nova Pro custa $0.80 / $3.20. No custo combinado, Amazon Nova Pro é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O Amazon Nova Premier suporta 1M tokens de contexto contra 300K tokens do Amazon Nova Pro, enquanto Amazon Nova Pro entrega maior velocidade de geração.

AI Terminology & Guide
Explore Glossary →

Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.

Tokens & PricingContext WindowAI BenchmarksReasoning ModelsTool CallingModel Context Protocol (MCP)

Related reading

Benchmark scores, token prices, and rate limits evolve rapidly as AI labs release model updates. Always verify current specifications and pricing on the official provider documentation.

Fontes oficiais: Documentação oficial de API da Amazon e Amazon e benchmarks independentes (2026).