Head-to-Head Model Comparison

Doubao 1.5 Pro 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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Doubao 1.5 ProProfile

Amazon Nova ProProfile

Multi-Model Arena Stack:

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Popular Matchups:

ByteDance

Doubao 1.5 Pro

Modelo Principal de Fronteira

O Doubao 1.5 Pro da ByteDance é um modelo de IA projetado para raciocínio corporativo de fronteira, programação avançada e cargas de produção, oferecendo janela de contexto de 256K, velocidade de 120 tokens/s, índice de inteligência de 82/1

Intelligence Index82 / 100

Input Token:

$0.11 / 1M

Output Token:

$0.28 / 1M

Context Window:

256K tokens

SWE-bench Verified:

N/A

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

Doubao 1.5 Pro is 10.0x cheaper for API usage (input + output tokens combined).
Amazon Nova Pro has a larger context window (300K vs 256K tokens).
Doubao 1.5 Pro is faster at 120 tok/s vs 85 tok/s.

Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →

Feature	Doubao 1.5 Pro	Amazon Nova Pro
Intelligence Index Composite reasoning & knowledge score (0-100)	82	82
Provider	ByteDance	Amazon
Input Price Cost per million input tokens	$0.11 / 1M	$0.80 / 1M
Output Price Cost per million output tokens	$0.28 / 1M	$3.20 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.06 / 1M	$0.62 / 1M
Context Window Maximum input + output tokens	256K tokens~384 A4 pages of text	300K tokens~450 A4 pages of text
Max Output Tokens Per single request	8K	8K
Throughput Speed Tokens generated per second	120 tok/s	85 tok/s
SWE-bench Verified Real-world software engineering	N/A	N/A
GPQA Diamond Graduate-level reasoning	63.5%	62%
Cached Input Price Prompt caching discount per 1M tokens	$0.01 / 1M	$0.20 / 1M

Quem vence em cada categoria?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Doubao 1.5 Pro

10.0x cheaper monthly runtime

Speed

Doubao 1.5 Pro

+41% faster generation

Context

Amazon Nova Pro

300K tokens window

Pontuações de Benchmarks Verificadas

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

Doubao 1.5 ProAmazon Nova Pro

GPQA Diamond (Doctorate-Level Science & Math)

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

63.5%vs62%

MMLU-Pro (Multi-task Language Understanding)

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

79.5%vs79%

LMSYS Chatbot Arena Elo

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

1340ptsvs1330pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

120 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

Doubao 1.5 Pro0.34s

Amazon Nova Pro0.44s

Est. End-to-End Response (500 tokens)TTFT + generation time

Doubao 1.5 Pro4.51s

Amazon Nova Pro6.32s

Simulador Interativo de Custo de Tokens

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

Daily Input Tokens100K / day

10K500K1M

Daily Output Tokens30K / day

5K150K300K

Prompt Cache Hit Ratio50% cached

0% (Cold)50%90% (Warm)

Doubao 1.5 Pro Monthly API Bill

$0.44 / month

$0.11/1M in · $0.28/1M out

Amazon Nova Pro Monthly API Bill

$4.38 / month

$0.8/1M in · $3.2/1M out

Doubao 1.5 Pro saves approximately $3.94 / month (90%) under this workload.10.0x Savings

Doubao 1.5 Pro · Strengths & Key Advantages

Janela de contexto de 256K com limite máximo de saída de 8K tokens (GPQA Diamond 63.5% · MMLU-Pro 79.5%)
Taxa de transferência rápida de 120 tokens/segundo com latência inicial (TTFT) de 340 ms
Economia de API competitiva ($0.11/$0.28 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

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.

Metric	Doubao 1.5 Pro	Amazon Nova Pro
Cost per Task Estimated USD to finish one task	$0.04	$0.16
Output Tokens / Task Tokens generated per task	16K	18K
Reasoning Tokens / Task Thinking tokens burned per task	3K	4K

Especificações Técnicas

Architecture, release timeline, capabilities, and modalities.

Feature	Doubao 1.5 Pro	Amazon Nova Pro
Official API Model ID (SDK)	doubao-1-5-pro	nova-pro
API Protocol	ByteDance REST API (OpenAI-Compatible)	Amazon REST API (OpenAI-Compatible)
Release Date	2025-01	2024-12
Knowledge Cutoff	November 2024	October 2024
Architecture	High-Throughput Multimodal Foundation Transformer	Enterprise Multimodal Foundation Transformer
Parameters	Confidential	Confidential
Enterprise Rate Limits (RPM / TPM)	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($0.11/1M in) across full 256K window	Flat rate ($0.8/1M in) across full 300K window
Prompt Cache Policy & TTL	Cached input at $0.015/1M tokens	Cached input at $0.2/1M tokens
Computer Use / GUI Agent	Supported (Screen coordinate grounding, browser & desktop GUI action loops)	Supported (Screen coordinate grounding, browser & desktop GUI action loops)
MCP & Parallel Tool Calling	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & Sandbox	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning Support	API Prompt Engineering & RAG Distillation	API Prompt Engineering & RAG Distillation
Multimodal Token Billing	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile) · Video (~258–300 tokens/sec)
Quantization & Min GPU VRAM	Cloud-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 Classification	ByteDance Production Safety & Alignment Verified	Amazon Production Safety & Alignment Verified
Enterprise Compliance (ZDR/HIPAA/SOC2)	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalities	text, vision	text, vision, video
Output Modalities	text	text

Doubao 1.5 Pro vs Amazon Nova Pro: Respostas Rápidas (FAQ)

Which model is faster?

Doubao 1.5 Pro is faster, generating 120 tokens per second compared with 85 tokens per second.

Which model is cheaper to run?

Doubao 1.5 Pro is cheaper at $0.06 per 1M tokens blended, compared with $0.62 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Doubao 1.5 Pro has lower latency, with a time to first token of 0.34s compared with 0.44s.

Which model has a larger context window?

Amazon Nova Pro has a larger context window, supporting 300K tokens compared with 256K tokens.

Veredito

Tanto Doubao 1.5 Pro (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: Doubao 1.5 Pro lidera em inteligência geral e programação, Doubao 1.5 Pro oferece geração mais rápida e Doubao 1.5 Pro apresenta o melhor custo-benefício em produção.

Perguntas Frequentes (FAQ)

Qual é melhor para programação e raciocínio, Doubao 1.5 Pro ou Amazon Nova Pro?+

Nas avaliações de inteligência e código, Doubao 1.5 Pro leva vantagem. Confira os gráficos SWE-bench e GPQA acima para detalhes.

Qual modelo tem a API mais barata, Doubao 1.5 Pro ou Amazon Nova Pro?+

O Doubao 1.5 Pro custa $0.11 / $0.28 por 1M de tokens (entrada/saída) e o Amazon Nova Pro custa $0.80 / $3.20. No custo combinado, Doubao 1.5 Pro é mais econômico.

Qual modelo possui maior janela de contexto e velocidade?+

O Doubao 1.5 Pro suporta 256K tokens de contexto contra 300K tokens do Amazon Nova Pro, enquanto Doubao 1.5 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 & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Doubao 1.5 Pro vs Amazon Nova Pro

Troque e Compare Qualquer Modelo

Doubao 1.5 Pro

Amazon Nova Pro

Quem vence em cada categoria?

Pontuações de Benchmarks Verificadas

Latência e Tempo de Resposta

Simulador Interativo de Custo de Tokens

Doubao 1.5 Pro · Strengths & Key Advantages

Considerations & Trade-offs

Amazon Nova Pro · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Especificações Técnicas

Doubao 1.5 Pro vs Amazon Nova Pro: Respostas Rápidas (FAQ)

Veredito

Perguntas Frequentes (FAQ)

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